[FreeCoursesOnline.Me] UDACITY - AI for Healthcare v1.0.0

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[FreeCoursesOnline.Me] UDACITY - AI for Healthcare v1.0.0

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收录时间：2021-03-10
最近下载：2025-09-22

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文件列表

  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/03. ND320 C3 L2 03 Anatomy Of DICOM File-F1wMgUxwPbE.mp4 64.4 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/08. ND320 C3 L2 07 Basic DICOM Volume EDA-WArVyluv3kM.mp4 48.3 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/10. ND320 C3 L2 08 Volume Dataset EDA-U9Up7KUeNuw.mp4 43.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/10. ND320 C3 L1 10.1 Exercise- CT Backprojection Solution Walkthrough-qULC4H62aig.mp4 42.1 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/17. ND320 C3 L4 15 HIPAA, Privacy, And Anonymization-GPf-yATW5is.mp4 39.4 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/03. ND320 C3 L4 03 Clinical Networks And Integration Points (DISME)-45hRHj8n6KU.mp4 38.0 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/04. ND320 C3 L3 03.1 Exercise- Convolutions-EigHNL2UkGQ.mp4 37.9 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/08. ND320 C3 L4 09 Scripting-l5PizNCrQkM.mp4 36.5 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/12. ND320 C3 L4 11 Viewing - Slicer-5tPt6OMnL10.mp4 34.5 MB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.mp4 34.1 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/05. ND320 C3 L4 06 Requirements For Integration Of AI Algo-_nQP7fu5QPU.mp4 34.0 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/10. ND320 C3 L4 08 Radiologist_S Tools-xHoV0MZlGHw.mp4 31.8 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/16. ND320 C3 L4 14 FDA _ Medical Device Regulation (Process)-ECHmaWx4seo.mp4 31.1 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/15. ND320 C3 L4 13 FDA _ Medical Device Leg-1CoxFsUnl7A.mp4 27.3 MB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/03. How To Succeed V3-1Vx31C1bw_o.mp4 26.0 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/09. ND320 C3 L3 07 Creating Ground Truth For Segmentation-bRaBYLk0dpQ.mp4 25.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/23. ND320 C3 L1 18 Exercise - Volumetric Rendering Solution Walkthrough-OapVS7XeJwo.mp4 24.5 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/img.zip 21.0 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/07. ND320 C4 L4 05 Exercise Walkthrough--OOiZyOWmuU.mp4 18.6 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/04. ND320 C3 L4 04 Clinical Networks And Integration Points (Clinical Systems)-nRLaW3vrNHs.mp4 18.5 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/11. ND320 C3 L4 10 Viewing - Web-zyALJQ7hNjI.mp4 18.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/02. ND320 C3 L1 02 What Are 3D Medical Images--dB42CFoCWIA.mp4 18.3 MB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.mp4 18.2 MB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/06. ND320 C3 L0 06 Tools Used In The Course-aF1htPzHlTQ.mp4 18.2 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/13. ND320 C4 L1 13 Fourier Transform In Practice-3IWA8tMxxTA.mp4 17.8 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/06. ND320 C3 L3 05 Segmentation Problems--pLpFynZiiGk.mp4 17.8 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/05. ND320 C4 L4 04 Pan-Tompkins In Code-oNFyQT--irs.mp4 17.6 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/01. ND320 C4 L2 01 Introduction To Sensors-CBp-Ttcqu3k.mp4 17.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/16. ND320 C3 L1 15 MRI Summary-PjJWKGkEr-4.mp4 16.8 MB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/05. ND320 C3 L0 03 Course Content-dGJpV_SPGts.mp4 16.8 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/07. ND320 C3 L2 06 Important Parameters Of 3D Medical Images--16DOQebcfY.mp4 16.7 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/11. ND320 C4 L2 07 Exercise 3 Walkthrough-gQUNhJk2doc.mp4 16.5 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/06. ND320 AIHCND C01 L04 A05 Common EHR Model Evaluation Metrics Solution-vzpjojmD7F0.mp4 16.4 MB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/02. ND320 C3 L0 02 Who Is AI Engineer- What Is AI For 3D Med Imaging--JgmyZSxsxbM.mp4 16.3 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/11. ND320 C3 L3 09 Performance Evaluation-18c8fjD-EBQ.mp4 15.8 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/01. ND320 C3 L4 01 Welcome To The Lesson _ Overview-1Rd11bAqJGM.mp4 15.5 MB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.mp4 15.2 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/15. ND320 AIHCND C01 L04 A12 Model Interpretability With Shapley Values-_FdcZkAGWRk.mp4 15.0 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/10. ND320 C3 L3 08 Performance Evaluation - Data Scientist Perspective-5IaZNkLiGKY.mp4 15.0 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/05. ND320 C3 L1 05 Example Clinical Scenario 1-BA7lAQiDA6k.mp4 14.7 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/14. ND320 AIHCND C01 L04 A11 Uncertainty Estimation Solution-nC2E9LYcVIc.mp4 14.5 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/03. ND320 AIHCND C01 L03 A03 Encounter Representation V2-sX_vtuLykGw.mp4 14.5 MB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/04. ND320 AIHCND C01 L00 A04 What Are The Sub-Topics That Lessons Are Organized Around- V2-BUMBZebewFY.mp4 14.3 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/03. ND320 AIHCND C01 L04 A03 Build A Tensorflow Regression Model With DenseFeatures-UEo52_lMjKk.mp4 14.1 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/09. ND320 C4 L3 11 Hyperparameter Tuning-nsDnNc9zFSk.mp4 13.8 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/02. ND320 C4 L2 02 IMU Sensor-MLrzURDQURY.mp4 13.8 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/13. ND320 C4 L3 14 Exercise 3 Walkthrough-fxnUCwPc4s4.mp4 13.7 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/08. ND320 C4 L3 10 Leave-One-Subject-Out Cross Validation-xcE_k8K5wPY.mp4 13.6 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/05. ND320 C3 L1 06 Example Clinical Scenario 2-OEpr6ONXW8E.mp4 13.5 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/02. ND320 C3 L2 02 DICOM Basics-CEA1nxifMes.mp4 13.5 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/01. ND320 C3 L3 01 Welcome To The Lesson _ Overview-EKyT8xP5lqc.mp4 13.4 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/03. ND320 C3 L3 03 Methods For Feature Extraction-bqrpWKXTps8.mp4 13.2 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/02. ND320 AIHCND C01 L01 A02 Importance Of Data Privacy And Security V2-I1eU3V6u6XU.mp4 13.2 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/03. ND320 C3 L1 03 Why Use 3D Medical Images--wqHedjEWPjI.mp4 13.0 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/02. ND320 C4 L3 03 Plotting-fRN3iNPxJI8.mp4 12.9 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/04. ND320 C3 L4 05 Clinical Networks And Integration Points (AI Integration)-dm8Ip8u7wfg.mp4 12.7 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/19. ND320 C2 L1 22 Understanding Key Stakeholders Exercise Solution Video-R5MzajI0x5k.mp4 12.3 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/07. ND320 C4 L3 07 Feature Extraction Continued-JjSgg3MjBpg.mp4 12.2 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/12. ND320 C3 L2 09 Summary Of The 3D Imaging EDA Lesson-6jhBwYM--Fc.mp4 12.2 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/06. ND320 C4 L2 05 PPG Sensor-PBrbk7-oPR4.mp4 12.0 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/02. ND320 C3 L4 02 Clinical Networks And Integration Points (DICOM)-m3gYHR9WXwI.mp4 11.8 MB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/03. ND320 AIHCND C01 L00 A03 Landscape For EHR Data V2-UOoHQsO-7ww.mp4 11.7 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/05. ND320 C3 L2 05.1 Viewing Images Pt 2-vzHwJztSyt8.mp4 11.6 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/02. ND320 C4 L4 02 Heart Physiology-BIkZwowLeRc.mp4 11.5 MB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/02. ND320 C4 L0 02 Why Are Wearable Algorithms Important---DMKkC4l194Y.mp4 11.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/04. ND320 C3 L1 04 Who Uses 3D Medical Images--jWNmHfbOIb4.mp4 11.3 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/17. ND320 C2 L3 13 Image Pre-Processing For Model Training Walkthrough-B7yst-GFLXY.mp4 11.2 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/08. ND320 C4 L1 08 Resampling - Interpolation-RfltUSOwWvE.mp4 11.0 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/16. ND320 AIHCND C01 L03 A13 Transform Preprocess Categorical Features With Feature Column API-ymL-vyz-RoU.mp4 11.0 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/10. ND320 AIHCND C01 L04 A08 Demographic Bias Analysis Solution-E07jsC2ITrM.mp4 11.0 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/09. ND320 C3 L1 08 Ivan Intro-3uoHmcjruzQ.mp4 11.0 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/20. ND320 C4 L1 18 Harmonics-byUGEDUj-mE.mp4 10.9 MB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/01. ND320 C4 L0 01 Introduction-wZaRMpLq7H0.mp4 10.8 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/03. ND320 C4 L2 03 Accelerometer Deep Dive-GfdLzQl3POk.mp4 10.8 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/07. ND320 C4 L3 08 Feature Extraction-Ssycf56WjLw.mp4 10.8 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/12. ND320 AIHCND C01 L04 A10 Train Uncertainty Estimation Model With TF Probability-8GQktML4aU4.mp4 10.7 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/20. ND320 C3 L1 16.3 Common 3D Imaging Data Tasks - 3d Reconstruct-_pjKdwndpZ8.mp4 10.6 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/16. ND320 C2 L4 14 Designing An FDA Validation Plan Walkthrough-qCBH4bEEgDQ.mp4 10.5 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/13. ND320 C3 L3 10 Summary-rOizCQRtcNk.mp4 10.5 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/02. ND320 C3 L3 02 Classification And Object Detection Problems-M59z9er-w_E.mp4 10.4 MB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/03. ND320 C3 L0 04 Historical Context-Xd2DpP7VKag.mp4 10.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/09. ND320 C3 L1 09 Physical Principles Of CT Scanner-VOQZng6b9Vo.mp4 10.2 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/12. ND320 C2 L1 15 Assessing Performance Of Machine Learning Algorithms For 2D Imaging Video-c0gF0BH71Zw.mp4 10.2 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/08. ND320 C4 L2 06 Exercise 2 Walkthrough-V0Gpds9E848.mp4 10.2 MB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/07. ND320 C3 L3 06 Segmentation Methods-dKXvycB7d7k.mp4 10.2 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/12. ND320 AIHCND C01 L01 A11 EDA Exercise-Nwlb9H2pDEs.mp4 10.2 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/02. ND320 C4 L3 02 Data Exploration-mk5A4cLeyy8.mp4 10.1 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/09. ND320 C4 L4 07 AF Detection - Physionet-_E8zA1VDgfM.mp4 10.1 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/12. ND320 C4 L1 11 Fourier Transform Intuition-zPLA6IgfQ_4.mp4 10.0 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/25. ND320 C3 L1 19 Lesson Outro-LfswIFRepUU.mp4 9.8 MB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/01. ND320 AIHCND C01 L00 A01 Introduction To AI And EHR V2-YKrdjcbsftc.mp4 9.7 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/07. ND320 AIHCND C01 L02 A06 Exercise 1 Diagnosis Code Grouping-IbfM3RASER0.mp4 9.7 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/07. ND320 C2 L0 07 When To Use Or Not Use AI In Medical Imaging Video-5WKhw_IijDI.mp4 9.6 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/07. ND320 AIHCND C01 L03 A06 Longitudinal Representation Solution-Xmg0lCaQMD4.mp4 9.6 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/12. ND320 C2 L4 11 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 1-uzO_dx7nzeQ.mp4 9.5 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/01. ND320 C2 L0 01 Meet Your Instructor Video-TahECnjyX3c.mp4 9.4 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/03. ND320 C2 L2 06 The DICOM Standard And 2D Imaging Video Pt 2-yuIF6vo3Ok4.mp4 9.4 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/04. ND320 C2 L4 06 Intended Use And Indications For Use Walkthrough Pt 2-nY0Kf_pXzPY.mp4 9.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/12. ND320 C3 L1 12 CT Scanners- Exercise Summary, Hounsfield Units-h6sXx2wziXE.mp4 9.4 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/19. ND320 C2 L4 15 Designing An FDA Validation Plan Exercise Solution Video-KoKfda3UzWg.mp4 9.4 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/06. ND320 C2 L2 08 The DICOM Standard And 2D Imaging Exercise Solution Video-FxWabMzwkYE.mp4 9.3 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/12. ND320 C4 L1 12 Nyquist Frequency-YQdwnRBy6SE.mp4 9.2 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/04. ND320 C3 L2 04 Anatomy Of NIFTI File-j70WDviBTaw.mp4 9.1 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/13. ND320 AIHCND C01 L03 A11 Transform Preprocess Numerical Features With Feature Column API-OYOViyAohDg.mp4 9.1 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/10. ND320 C4 L4 09 AF Detection - Features-cZlSn4Lylhg.mp4 9.0 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/17. ND320 C4 L1 16 Frequency Domain-Ic-wqdanMh0.mp4 9.0 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/08. ND320 C4 L4 06 Atrial Fibrillation Physiology-VGi988eAI0I.mp4 8.9 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/02. ND320 C4 L1 02 What Is A Signal--vMk-KIhyCbA.mp4 8.9 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/07. ND320 AIHCND C01 L01 A07 Dataset Schema Analysis-hksgY-J4lWM.mp4 8.8 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/13. ND320 C4 L1 14 Inverse FFT-W-5uoeNYFwM.mp4 8.8 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/02. ND320 AIHCND C01 L03 A02 EHR Dataset Levels-7LMBCNn_3l0.mp4 8.7 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/03. ND320 AIHCND C01 L01 A03 Key Healthcare Data Security And Privacy Standards And Terminology V2-iIYv5hhBE2o.mp4 8.7 MB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.mp4 8.7 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/08. ND320 AIHCND C01 L02 A07 Prodedure Codes-g5pWanBrvSc.mp4 8.6 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/12. ND320 C4 L4 10 AFib Detection Model-Qr4Erwd5mXk.mp4 8.6 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/11. ND320 AIHCND C01 L02 A09 Medication Codes V2-3EWuX8eCVEs.mp4 8.5 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/15. ND320 AIHCND C01 L03 A12 Numerical Features Exercise Solution-hk0VHAEZdA4.mp4 8.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/15. ND320 C3 L1 14 K-Space, Reconstruction, T1 And T2 Sequences-G-VNEofjQaI.mp4 8.4 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/04. ND320 AIHCND C01 L02 A04 Diagnosis Codes Part 2-5msiZGehPQQ.mp4 8.4 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/10. ND320 AIHCND C01 L02 A08 Exercise 2 Procedure Code Grouping-jwuZhZjqQj4.mp4 8.4 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/09. ND320 C4 L4 08 AF Detection - Data Exploration-DbC7fBVwfu4.mp4 8.3 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/10. ND320 C4 L3 12 Nested Cross-Validation-JoABAPvHXIQ.mp4 8.3 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/11. ND320 AIHCND C01 L04 A09 Uncertainty Estimation-rSpzX6xijQg.mp4 8.3 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/12. ND320 C4 L2 08 ECG Sensors-uSJb9ZBDTnU.mp4 8.2 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/12. ND320 AIHCND C01 L03 A10 ETL With Tensorflow Dataset API-zoEkxDWEd8Y.mp4 8.2 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/05. ND320 C4 L2 04 Exercise 1 Walkthrough-iG30q6U0TMM.mp4 8.2 MB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.mp4 8.1 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/08. ND320 C2 L4 09 Algorithmic Limitations Walkthrough-2_TffCcvthY.mp4 7.9 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/11. ND320 C4 L1 10 Resampling Exercise Solution-O49HkDz-DwQ.mp4 7.9 MB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/04. ND320 C3 L0 05 State Of AI For Med Imaging-TBkMWYPKv7Y.mp4 7.8 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/16. ND320 C2 L1 20 Understanding Key Stakeholders - Regulatory-mcdWvNZ_BCs.mp4 7.8 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/05. ND320 C3 L2 05 Viewing Images Pt 1-r3KFUtWvVco.mp4 7.8 MB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/01. ND320 C3 L2 01 Welcome To The Lesson _ Overview-YgCkbjnoxzw.mp4 7.7 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/07. ND320 C4 L1 07 Plotting Exercise Walkthrough-r8TUTSiA6vQ.mp4 7.7 MB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/04. ND320 C4 L0 04 Apple Heart Study Interpretation-HE5aFTEKwuE.mp4 7.6 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/09. ND320 C2 L0 10 Project- Pneumonia Detection From X-Ray Images Video-3W3YTPxL9KI.mp4 7.6 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/12. ND320 C2 L4 12 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 2-7O2wX27ZTs8.mp4 7.5 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/08. ND320 C4 L1 09 Non-Uniform Sampling--XDlFD5j4Rc.mp4 7.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/13. ND320 C3 L1 13 Physical Principles Of MR Scanners-R_erN8yoQCQ.mp4 7.4 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/17. ND320 AIHCND C01 L04 A14 Course Recap V2-OGMn4oFkcHc.mp4 7.2 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/07. ND320 C2 L2 09 Exploring 2D Imaging Properties Video Pt 1-hP7BaRiPd5M.mp4 7.1 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/04. ND320 C4 L1 04 Time-Domain Plotting-GGE6UtMIdGc.mp4 7.1 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/14. ND320 C4 L4 11 Solution-07-c7n6WdiM.mp4 7.0 MB
  • Part 01-Module 01-Lesson 02_Nanodegree Career Services/img.zip 6.9 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/09. ND320 C2 L3 09 Splitting Your Dataset For Model Development Walkthrough-cOnrDodXOxo.mp4 6.8 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/03. ND320 C4 L1 03 Sampling Analog Signals-v1oWGJjWHso.mp4 6.8 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/13. ND320 C2 L3 11.1 Obtaining A Gold Standard Walkthrough Pt 2-Y1YtgNaJUwA.mp4 6.8 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/04. ND320 C2 L4 05 Intended Use And Indications For Use Walkthrough Pt 1-aNl6MP1TNNk.mp4 6.7 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/19. ND320 C4 L1 17 Plotting Exercise Walkthrough-lhfTPWIkn28.mp4 6.7 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/08. ND320 C4 L3 09 Activity Classifier-fZXNoeq1ezg.mp4 6.7 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/18. ND320 AIHCND C01 L03 A14 Categorical Features With Feature Column API Exercise Solution-V6u7dPTsxYI.mp4 6.6 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/05. ND320 C2 L3 05 Differentiating Between Types Of Models Walkthrough Pt 1-nRqfnjPO8X8.mp4 6.5 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/05. ND320 C4 L3 06 Feature Extraction Walkthrough-fveNx3NVGqM.mp4 6.5 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/04. ND320 AIHCND C01 L03 A04 Longitudinal Representation-2yzNq6BQk4w.mp4 6.5 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/21. ND320 C2 L3 15 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 1-K9OnKsO9Wj4.mp4 6.5 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/09. ND320 AIHCND C01 L03 A08 How To Split Dataset Without Data Leakage-PRrmAYz7sRU.mp4 6.4 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/12. ND320 AIHCND C01 L02 A10 Utilizing Grouping Categorizing Systems V2-UmRyFJ8DdQo.mp4 6.4 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/04. ND320 C4 L4 03 Pan-Tompkins Algorithm-8fb5IJjV-Yo.mp4 6.3 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/05. ND320 AIHCND C01 L03 A05 Convert Longitudinal V2-5pZsu0pSrXw.mp4 6.3 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/09. ND320 AIHCND C01 L01 A09 Analyzing Dataset For Missing Values And Imputing Methods-buYLp8uczcI.mp4 6.3 MB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4 6.3 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/21. ND320 C2 L4 17 Lesson Conclusion Video-RA55OpH2uY8.mp4 6.3 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/14. ND320 C4 L3 15 Recap- Decision Tree Vs. Random Forest-1i5obfDHdio.mp4 6.2 MB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/07. ND320 AIHCND C01 L00 A07 Lesson Recap V2-FjdSkbu7kz4.mp4 6.1 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/05. ND320 C4 L1 06 Comparing 2 Plots-MFNXivoCa7Q.mp4 6.0 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/03. ND320 C2 L4 03 Big Picture Video-AV1cBTAReCY.mp4 6.0 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/10. ND320 C4 L3 13 Feature Importance-ShE5zyg0l9s.mp4 6.0 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/13. ND320 C4 L2 09 Apple Heart Study Part II-zaFuasewbE8.mp4 6.0 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/16. ND320 C2 L1 18 Understanding Key Stakeholders - Clinical-XsdnG9RH0NY.mp4 5.7 MB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/02. ND320 AIHCND C01 L00 A02 What Is The Historical Content For EHR Data- V2-fZ0J_lTsEwU.mp4 5.7 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/11. ND320 C2 L2 13 Preparing DICOM Images For Machine Learning Video-UDFKqT0w174.mp4 5.6 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/15. ND320 C2 L2 16 Exploring Population Metadata Video-qitPZeqw_BM.mp4 5.6 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/03. ND320 C2 L1 04 Developing Your Intuition About 2D Medical Images Video-oQMS4GpYlxU.mp4 5.6 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/04. ND320 C4 L1 05 Zero Crossing-utE-ELSINcw.mp4 5.5 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/04. ND320 C2 L1 06 Clinical Applications Of 2D Imaging Video Pt 2-nbx4msfjd9k.mp4 5.5 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/08. ND320 C2 L1 11 Machine Learning Applied To 2D Medical Imaging Pt 2-2NhapgAZjKo.mp4 5.5 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/05. ND320 C2 L3 07 Differentiating Between Types Of Models Walkthrough Pt 3-WblSZZgZEOQ.mp4 5.5 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/03. ND320 AIHCND C01 L02 A03 Diagnosis Codes Part 1-utTEMMukXfo.mp4 5.5 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/08. ND320 AIHCND C01 L04 A07 Demographic Bias Analysis-qafhOMwyd2k.mp4 5.5 MB
  • Part 04-Module 01-Lesson 06_Project Patient Selection for Diabetes Drug Testing/01. ND320 AIHCND C01 L04 A15 Project Introduction-ALPd7Mosxl4.mp4 5.5 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/21. ND320 C4 L1 19 Recap- Intro To Digital Sampling _ Signal Processing-8-3_S2weklg.mp4 5.4 MB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/14. ND320 C4 L2 10 Recap Intro To Sensors-9V-0O8RfVgw.mp4 5.3 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/06. ND320 AIHCND C01 L01 A06 Importance Of EDA V2-QFFYldALaCI.mp4 5.3 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/13. ND320 C2 L3 11 Obtaining A Gold Standard Walkthrough Pt 1-I7MNFTnFZjA.mp4 5.2 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/04. ND320 C4 L3 04 Exercise 1 Solution-6eqmSZ0Hwos.mp4 5.1 MB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/03. ND320 C4 L0 03 Apple Heart Study-9Vf5Nvrqb8M.mp4 5.1 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/01. ND320 C4 L3 01 Intro To Activity Classifiers-dteQl6Nxo0g.mp4 5.1 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/08. ND320 AIHCND C01 L01 A08 Value Distributions-qs_YRednOEY.mp4 5.0 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/21. ND320 C2 L3 16 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 2-5N2yR83RTG0.mp4 4.9 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/04. ND320 C2 L3 04 Developing Your Intuition About Classification Model Development Video-TtBz1XCXdzA.mp4 4.9 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/08. ND320 C2 L1 10 Machine Learning Applied To 2D Medical Imaging Pt 1-7oNihzu6Xc4.mp4 4.9 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/16. ND320 C4 L4 13 Course Recap - Wearable Data-SOnmTveoGhs.mp4 4.8 MB
  • Part 05-Module 01-Lesson 04_Activity Classification/05. ND320 C4 L3 05 Feature Creation-S02ESJAPztg.mp4 4.8 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/01. ND320 AIHCND C01 L04 A01 Building Models Overview V2-_UrS2i6hpHI.mp4 4.8 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/04. ND320 AIHCND C01 L01 A04 Storing And Accessing PHI Data-0-8HxpQYkGA.mp4 4.8 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/01. ND320 AIHCND C01 L02 A01 Lesson Introduction V2-SujygiJByj8.mp4 4.8 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/14. ND320 C3 L4 12 Tools Summary-WkfjFuo_9cg.mp4 4.7 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/15. ND320 AIHCND C01 L01 A13 Topic 5 Solution Demographic Analysis-UKJERWto6hQ.mp4 4.6 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/03. ND320 C2 L3 03 Big Picture Video-J73Gsx04OCc.mp4 4.6 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/07. ND320 AIHCND C01 L04 A06 Demographic Bias Analysis-xrELV6dnWuA.mp4 4.5 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/16. ND320 C2 L1 19 Understanding Key Stakeholders - Industry-JHk1CtVBCVE.mp4 4.5 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/04. ND320 C2 L4 07 Intended Use And Indications For Use Walkthrough Pt 3-j3v_wjG9GPI.mp4 4.5 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/14. ND320 AIHCND C01 L02 A11 Exercise 3 Solution Group Or Categorize Procedures-alz1umgZ0_M.mp4 4.4 MB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/01. Welcome To Udacity V2-9QadFJRKrEA.mp4 4.4 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/13. ND320 AIHCND C01 L01 A12 Demographic Analysis-FySSiOWg2UA.mp4 4.3 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/25. ND320 C2 L3 18 Evaluating Your Model Walkthrough Pt 1-LEvBfBersuE.mp4 4.3 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/21. ND320 C3 L1 16.4 Common 3D Imaging Data Tasks - Registration-OexOaHsHkwA.mp4 4.2 MB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/05. ND320 AIHCND C01 L00 A05 What Are The Relevant Tools That Students Will Use--iyuIS7ZtFs8.mp4 4.2 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/03. ND320 C2 L2 05 The DICOM Standard And 2D Imaging Video Pt 1-NWnnlPJZqJ8.mp4 4.2 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/04. ND320 C2 L0 04 Introduction To AI For 2D Medical Imaging Video-zf1PxuzqT7E.mp4 4.2 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/10. ND320 AIHCND C01 L01 A10 Analyzing Dataset For High Cardinality-g2wPikiYyuM.mp4 4.2 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/05. ND320 AIHCND C01 L02 A05 Grouping Codes-5u7O2sxM3X8.mp4 4.2 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/02. ND320 AIHCND C01 L04 A02 Build A Tensorflow Regression Model With DenseFeatures-zIttH5pj5hs.mp4 4.1 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/08. ND320 C2 L1 12 Machine Learning Applied To 2D Medical Imaging Pt 3-xzS5BlWdbbU.mp4 4.1 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/08. ND320 AIHCND C01 L03 A07 Dataset Splitting Without Data Leakage-QuxCwVxMA8s.mp4 4.1 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/11. ND320 C3 L1 11 Exercise- Compute A Sinogram - Solution-wsxt6ZxCRYs.mp4 4.1 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/01. ND320 C4 L1 01 Intro To Digital Sampling _ Signal Processing-ptQ7LQlmyVE.mp4 4.1 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/01. ND320 C2 L3 01 Developing Models For Classification Of 2D Medical Images Video-SNS2VdIjNpI.mp4 3.9 MB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/07. ND320 C3 L0 07 Summary Of The Introduction-SMJwx5H2NfE.mp4 3.9 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/07. ND320 C2 L2 10 Exploring 2D Imaging Properties Video Pt 2-VCn6mDmQreo.mp4 3.9 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/19. ND320 C3 L1 16.2 Common 3D Imaging Data Tasks - Multi-Planar Reconstruct-UqS55yUuMUk.mp4 3.9 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/21. ND320 C2 L2 19 Lesson Conclusion-JWyC76MBA_M.mp4 3.8 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/25. ND320 C2 L3 19 Evaluating Your Model Walkthrough Pt 2-JPUNuZP564Y.mp4 3.8 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/14. ND320 C3 L1 13.1 Gradients And RF Pulses-Tz_8uV0MIjQ.mp4 3.8 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/16. ND320 AIHCND C01 L04 A13 Lesson Overview-Mm0Q8D_F3qc.mp4 3.7 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/02. ND320 AIHCND C01 L02 A02 Codes Sets Background-AK40FT6k0tU.mp4 3.7 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/07. ND320 C3 L4 07 Why Tools--DJdgSOAzv5Y.mp4 3.7 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/04. ND320 C2 L1 07 Clinical Applications Of 2D Imaging Video Pt 3-SMJ1oe_tLYU.mp4 3.6 MB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/img.zip 3.6 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/11. ND320 AIHCND C01 L03 A09 Dataset Splitting Without Data Leakage Quiz Solution-rQW214mrZMM.mp4 3.5 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/20. ND320 C3 Course Outro-YBhLaprdvmc.mp4 3.5 MB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/15. ND320 AIHCND C01 L02 A12 Lesson Overview V2--daJb_X1LDk.mp4 3.5 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/01. ND320 C3 L1 01 Welcome To The Lesson _ Overview-e_tZLickMSY.mp4 3.5 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/01. ND320 AIHCND C01 L01 A01 Data Security Overview V2-7K2DAQamdtA.mp4 3.4 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/04. ND320 AIHCND C01 L04 A04 Common EHR Model Evaluation Metrics-UkXmlSQHUvU.mp4 3.3 MB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/06. ND320 AIHCND C01 L00 A06 Project Introduction-qRlB7WtRV5Q.mp4 3.3 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/05. ND320 C2 L3 06 Differentiating Between Types Of Models Walkthrough Pt 2-0JGyf23SrZU.mp4 3.3 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/01. ND320 C2 L4 01 Translating Your Algorithm Into A Clinical Setting With The FDA-YBElx0lBnOk.mp4 3.2 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/06. ND320 C2 L0 06 AI For Medical Imaging Is Important Video-8Pg-3b-Xj-w.mp4 3.2 MB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/01. ND320 C3 Course Intro-K_8FLF8bwho.mp4 3.1 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/19. ND320 AIHCND C01 L03 A16 Lesson Overview-Yi5teA3-VwQ.mp4 3.1 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/01. ND320 C4 L4 01 Intro To ECG Signal Processing-7bGv86e09YA.mp4 2.9 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/16. ND320 C4 L1 15 Exercise 3 Solution-Vyp8TwbOi4E.mp4 2.8 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/05. ND320 C2 L0 05 History Of AI For Medical Imaging Video-WsTuFTALAeo.mp4 2.8 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/30. ND320 C2 L3 22 Lesson Conclusion-HvY3ibMRetY.mp4 2.8 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/16. ND320 AIHCND C01 L01 A14 Lesson Recap V2-iouq2l-BUkY.mp4 2.8 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/08. ND320 C2 L3 08 Differentiating Between Types Of Models Exercise Solution Video-dGrp1mlL3Bk.mp4 2.7 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/01. ND320 C2 L2 01 The DICOM Standard And Exploratory Data Analysis Of 2D Medical Imaging-XqJXmNdZJ-Y.mp4 2.6 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/02. ND320 C2 L0 02 Course Outline Video-8F5Dd79HbYA.mp4 2.6 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/img.zip 2.6 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/img.zip 2.6 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/08. ND320 C3 L1 07 Mazen Outro--HS5lxHHSfg.mp4 2.5 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/18. ND320 C3 L1 16.1 Common 3D Imaging Data Tasks - Windowing-ieW5Lf0EqLw.mp4 2.4 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/11. ND320 C2 L0 12 Good Luck-BxdlbI0TOs8.mp4 2.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/21. ND320 C3 L1 16.5 Common 3D Imaging Data Tasks - Outro-yvLRj8vd9ms.mp4 2.3 MB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/01. ND320 AIHCND C01 L03 A01 Lesson Overview V2-EW-4zem6IUY.mp4 2.2 MB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/img.zip 2.1 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/20. ND320 C2 L3 14 Image Pre-Processing For Model Training Exercise Solution Video-eeGUYyYukm8.mp4 2.1 MB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/05. ND320 AIHCND C01 L01 A05 PII Video Solution V2-qWIjLp7Vj8U.mp4 2.1 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/21. ND320 C2 L1 23 Lesson Conclusion-rt54OPaOnps.mp4 1.9 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/04. ND320 C2 L1 05 Clinical Applications Of 2D Imaging Video Pt 1-VqdrQ94c39E.mp4 1.9 MB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/15. ND320 C4 L4 12 Recap- ECG Signal Processing-nEg2YpvHNAU.mp4 1.9 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/11. ND320 C2 L1 14 Machine Learning Applied To 2D Medical Imaging Exercise Solution Video-xPm5u306EhY.mp4 1.9 MB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/06. ND320 C4 L0 05 Recap-weSsOqeV14E.mp4 1.8 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/01. ND320 C2 L1 01 Clinical Foundations-cj0Mf0ICVEY.mp4 1.8 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/19. ND320 C2 L2 18 Edge Case- Microscopy Data Video-KFiTvwderHw.mp4 1.7 MB
  • Part 03-Module 01-Lesson 06_Hippocampal Volume Quantification in Alzheimer_s Progression/img.zip 1.6 MB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/19. ND320 C3 L4 16 Summary Of The In The Wild Lesson-bjliG3k1NuM.mp4 1.5 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/17. ND320 C3 L1 16 Common 3D Imaging Data Tasks - Intro-ukhHF9rtzTE.mp4 1.5 MB
  • assets.zip 1.5 MB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/02. ND320 C2 L2 02 Lesson Outline Video-zg6kATakghI.mp4 1.5 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/02. ND320 C2 L3 02 Lesson Outline Video-mIgHpAbiEJE.mp4 1.4 MB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/10. ND320 C3 L1 10 Exercise- Compute A Sinogram - Intro-Ch0gnb4sGiY.mp4 1.4 MB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/02. ND320 C2 L4 02 Lesson Outline Video-47PiR8U2Td4.mp4 1.4 MB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/02. ND320 C2 L1 02 Lesson Outline Video-qw3Uyp9aXWs.mp4 1.2 MB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/img.zip 1.2 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/03. ND320 C2 L0 03 Lesson Outline Video-HfjFBhtgQIc.mp4 1.2 MB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/img.zip 1.2 MB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/08. ND320 C2 L0 08 Business Stakeholders Video-xFXxo9rb2wQ.mp4 1.1 MB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/img.zip 754.3 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/img.zip 708.4 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/10. ND320 C2 L0 11 Recap Video-9__L2yRyoM8.mp4 675.8 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/img.zip 665.1 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/img.zip 625.4 kB
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  • Part 03-Module 01-Lesson 06_Hippocampal Volume Quantification in Alzheimer_s Progression/06. Section 3 Integrating into a Clinical Network.html 19.2 kB
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  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/07. Profile Essentials.html 11.5 kB
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  • Part 05-Module 01-Lesson 05_ECG Signal Processing/05. Pan-Tompkins In Code.html 11.4 kB
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  • Part 04-Module 01-Lesson 03_EHR Code Sets/05. Grouping codes Walkthrough.html 11.3 kB
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  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/05. ND320 C3 L0 03 Course Content-dGJpV_SPGts.en.vtt 11.3 kB
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  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/29. Final Review.html 10.8 kB
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  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/05. How to Convert to Longitudinal Level.html 10.2 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/02. Course Outline.html 10.2 kB
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  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/02. Lesson Outline.html 10.2 kB
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  • Part 05-Module 01-Lesson 04_Activity Classification/01. Intro to Activity Classifiers.html 9.9 kB
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  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/04. Why is AI for 3D med imaging important.html 9.7 kB
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  • Part 03-Module 01-Lesson 06_Hippocampal Volume Quantification in Alzheimer_s Progression/02. Section 1 Curating a Dataset of Brain MRIs.html 9.6 kB
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  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/07. Exercise 1 Solution.html 9.5 kB
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  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/01. Introduction.html 9.4 kB
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  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/18. Categorical Features with Feature Column API Solution.html 9.3 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/19. Regulatory Landscape Exercise Solution.html 9.3 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/21. Lesson Conclusion.html 9.3 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/08. Business Stakeholders.html 9.3 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/05. Developer Workflow.html 9.2 kB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/02. What is AI for 3D medical imaging.html 9.2 kB
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  • Part 04-Module 01-Lesson 06_Project Patient Selection for Diabetes Drug Testing/01. Patient Selection for Diabetes Drug Testing Project.html 9.2 kB
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  • Part 03-Module 01-Lesson 06_Hippocampal Volume Quantification in Alzheimer_s Progression/Project Description - Hippocampal Volume Quantification in Alzheimer_s Progression.html 9.1 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/15. Translate Performance into Clinical Utility Solution.html 9.1 kB
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  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/21. Lesson Conclusion.html 9.1 kB
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  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/16. Exercise 3 Solution.html 9.0 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/13. Apple Heart Study - Revisited.html 9.0 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/06. DICOM Standard Exercise Solution.html 9.0 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/10. Cross-Validation and Feature Importance.html 9.0 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/04. Pan-Tompkins QRS Detection.html 9.0 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/23. Exercise 3 Solution.html 9.0 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/01. Intro to ECG Signal Processing.html 9.0 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/20. Final Review.html 9.0 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Use Your Story to Stand Out.html 9.0 kB
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  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/02. Lesson Outline.html 8.9 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/19. Exercise 4 Solution.html 8.9 kB
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  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/07. Clinical Applications Exercise Solution.html 8.8 kB
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  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/01. Introduction to AI and EHR.html 8.8 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/11. Boost Your Visibility.html 8.8 kB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/01. Welcome to the Course.html 8.8 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/10. Explore 2D Imaging Properties Exercise Solution.html 8.8 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/14. Prepare DICOM Images for ML Exercise Solution.html 8.8 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/18. Exploring Population Metadata Exercise Solution.html 8.7 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/17. Common 3D imaging data tasks.html 8.7 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Create Your Elevator Pitch.html 8.7 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/02. Lesson Outline.html 8.7 kB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/09. Exercise 2 3D Volume MPR.html 8.7 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/20. Final Review.html 8.7 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/01. Translating Algorithm into a Clinical Setting with the FDA .html 8.7 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/06. Summary.html 8.6 kB
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  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/12. ND320 C2 L4 11 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 1-uzO_dx7nzeQ.en.vtt 8.6 kB
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  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/01. Clinical Foundations.html 8.4 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/07. When to Use AI.html 8.4 kB
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  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/Project Description - Improve Your LinkedIn Profile.html 8.3 kB
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  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/15. Exercise 3 The Fourier Transform.html 8.3 kB
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  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/03. What is the historical context for 3D medical imaging.html 8.2 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/08. Clinical Section Outro.html 8.2 kB
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  • Part 02-Module 01-Lesson 06_Project Pneumonia Detection from Chest X-Rays/01. Project Overview.html 8.1 kB
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  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/05. History.html 8.0 kB
  • Part 05-Module 01-Lesson 06_Motion Compensated Pulse Rate Estimation/Project Description - Motion Compensated Pulse Rate Estimation.html 8.0 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/04. ND320 C2 L4 06 Intended Use And Indications For Use Walkthrough Pt 2-nY0Kf_pXzPY.en.vtt 8.0 kB
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  • Part 01-Module 01-Lesson 02_Nanodegree Career Services/01. Access the Career Portal.html 7.8 kB
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  • Part 05-Module 01-Lesson 05_ECG Signal Processing/06. Exercise 1 Extend the Pan-Tompkins Algorithm.html 7.8 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/05. ND320 C3 L1 05 Example Clinical Scenario 1-BA7lAQiDA6k.en.vtt 7.8 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/11. Exercise 2 Arrhythmia Features.html 7.7 kB
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  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/01. Introduction.html 7.7 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/20. The End and Final Project.html 7.7 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/08. ND320 C2 L4 09 Algorithmic Limitations Walkthrough-2_TffCcvthY.en.vtt 7.6 kB
  • Part 03-Module 01-Lesson 06_Hippocampal Volume Quantification in Alzheimer_s Progression/05. Workspace for Section 2.html 7.6 kB
  • Part 05-Module 01-Lesson 06_Motion Compensated Pulse Rate Estimation/07. Conclusion.html 7.6 kB
  • Part 03-Module 01-Lesson 06_Hippocampal Volume Quantification in Alzheimer_s Progression/03. Workspace for Section 1.html 7.6 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/09. Project Pneumonia Detection from X-Ray Images.html 7.6 kB
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  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/03. ND320 C2 L2 06 The DICOM Standard And 2D Imaging Video Pt 2-yuIF6vo3Ok4.en.vtt 7.5 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/01. Meet Your Instructor.html 7.4 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/03. Apple Heart Study.html 7.4 kB
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  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/10. Recap.html 7.4 kB
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  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/02. Course Outline.html 7.4 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/05. PII Data Solution.html 7.4 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/02. ND320 AIHCND C01 L03 A02 EHR Dataset Levels-7LMBCNn_3l0.en.vtt 7.3 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/04. Exercise 1 Step Cadence.html 7.3 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/07. Exercise 2 PPG Peaks.html 7.3 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/10. Exercise 3 PPG SNR.html 7.3 kB
  • Part 04-Module 01-Lesson 06_Project Patient Selection for Diabetes Drug Testing/Project Description - Patient Selection for Diabetes Drug Testing.html 7.3 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/05. ND320 C3 L4 06 Requirements For Integration Of AI Algo-_nQP7fu5QPU.en.vtt 7.3 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/11. ND320 AIHCND C01 L02 A09 Medication Codes V2-3EWuX8eCVEs.en.vtt 7.2 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/02. ND320 C3 L1 02 What Are 3D Medical Images--dB42CFoCWIA.en.vtt 7.2 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/03. ND320 AIHCND C01 L04 A03 Build A Tensorflow Regression Model With DenseFeatures-UEo52_lMjKk.en.vtt 7.2 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/13. Exercise 3 Solution.html 7.1 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/07. ND320 C4 L4 05 Exercise Walkthrough--OOiZyOWmuU.en.vtt 7.1 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/06. Importance of AI.html 7.1 kB
  • Part 02-Module 01-Lesson 06_Project Pneumonia Detection from Chest X-Rays/03. Submitting the project.html 7.0 kB
  • Part 05-Module 01-Lesson 06_Motion Compensated Pulse Rate Estimation/04. Test Your Algorithm.html 7.0 kB
  • Part 05-Module 01-Lesson 06_Motion Compensated Pulse Rate Estimation/03. Pulse Rate Algorithm.html 7.0 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/05. ND320 C4 L4 04 Pan-Tompkins In Code-oNFyQT--irs.en.vtt 7.0 kB
  • Part 05-Module 01-Lesson 06_Motion Compensated Pulse Rate Estimation/06. Clinical Application.html 7.0 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/07. Course Introduction Wrap-up.html 7.0 kB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/06. ND320 C3 L3 05 Segmentation Problems--pLpFynZiiGk.en.vtt 6.9 kB
  • Part 02-Module 01-Lesson 06_Project Pneumonia Detection from Chest X-Rays/Project Description - Pneumonia Detection From Chest X-Rays.html 6.9 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/16. ND320 C2 L1 20 Understanding Key Stakeholders - Regulatory-mcdWvNZ_BCs.en.vtt 6.9 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/09. ND320 C2 L3 09 Splitting Your Dataset For Model Development Walkthrough-cOnrDodXOxo.en.vtt 6.8 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/08. Exercise 2 Solution.html 6.7 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/04. Introduction to AI for 2D Medical Imaging.html 6.7 kB
  • Part 04-Module 01-Lesson 06_Project Patient Selection for Diabetes Drug Testing/03. Patient Selection for Diabetes Drug Testing Workspace.html 6.7 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/08. ND320 AIHCND C01 L02 A07 Prodedure Codes-g5pWanBrvSc.en.vtt 6.7 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/index.html 6.6 kB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/11. ND320 C3 L3 09 Performance Evaluation-18c8fjD-EBQ.en.vtt 6.6 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/14. ND320 AIHCND C01 L04 A11 Uncertainty Estimation Solution-nC2E9LYcVIc.en.vtt 6.5 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/index.html 6.5 kB
  • Part 02-Module 01-Lesson 06_Project Pneumonia Detection from Chest X-Rays/04. Jupyter GPU Workspace.html 6.5 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/13. ND320 C2 L3 11.1 Obtaining A Gold Standard Walkthrough Pt 2-Y1YtgNaJUwA.en.vtt 6.5 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.ar.vtt 6.5 kB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/07. Let’s get started!.html 6.4 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/12. ND320 AIHCND C01 L04 A10 Train Uncertainty Estimation Model With TF Probability-8GQktML4aU4.en.vtt 6.4 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/06. Course Project Preview.html 6.4 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/13. ND320 C4 L1 13 Fourier Transform In Practice-3IWA8tMxxTA.en.vtt 6.4 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/01. ND320 AIHCND C01 L00 A01 Introduction To AI And EHR V2-YKrdjcbsftc.en.vtt 6.4 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/11. ND320 C4 L2 07 Exercise 3 Walkthrough-gQUNhJk2doc.en.vtt 6.4 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/03. ND320 AIHCND C01 L03 A03 Encounter Representation V2-sX_vtuLykGw.en.vtt 6.4 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/11. Good Luck.html 6.3 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/03. ND320 AIHCND C01 L00 A03 Landscape For EHR Data V2-UOoHQsO-7ww.en.vtt 6.3 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/index.html 6.3 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/index.html 6.3 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/index.html 6.2 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/15. ND320 C3 L1 14 K-Space, Reconstruction, T1 And T2 Sequences-G-VNEofjQaI.en.vtt 6.2 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/12. ND320 C2 L4 12 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 2-7O2wX27ZTs8.en.vtt 6.2 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/index.html 6.2 kB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/02. ND320 C3 L3 02 Classification And Object Detection Problems-M59z9er-w_E.en.vtt 6.2 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/index.html 6.1 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/index.html 6.1 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/05. ND320 C2 L3 05 Differentiating Between Types Of Models Walkthrough Pt 1-nRqfnjPO8X8.en.vtt 6.1 kB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/09. ND320 C3 L3 07 Creating Ground Truth For Segmentation-bRaBYLk0dpQ.en.vtt 6.0 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/04. ND320 C3 L4 05 Clinical Networks And Integration Points (AI Integration)-dm8Ip8u7wfg.en.vtt 6.0 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/12. ND320 AIHCND C01 L01 A11 EDA Exercise-Nwlb9H2pDEs.en.vtt 5.9 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/04. ND320 AIHCND C01 L03 A04 Longitudinal Representation-2yzNq6BQk4w.en.vtt 5.9 kB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/02. Welcome to the Nanodegree Program Experience.html 5.8 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.ja-JP.vtt 5.7 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/13. ND320 AIHCND C01 L03 A11 Transform Preprocess Numerical Features With Feature Column API-OYOViyAohDg.en.vtt 5.7 kB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/01. Welcome to Udacity.html 5.7 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/index.html 5.7 kB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/03. How To Succeed V3-1Vx31C1bw_o.en.vtt 5.7 kB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/02. ND320 C3 L0 02 Who Is AI Engineer- What Is AI For 3D Med Imaging--JgmyZSxsxbM.en.vtt 5.7 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/index.html 5.6 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/index.html 5.6 kB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/02. ND320 C3 L2 02 DICOM Basics-CEA1nxifMes.en.vtt 5.5 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/09. ND320 AIHCND C01 L01 A09 Analyzing Dataset For Missing Values And Imputing Methods-buYLp8uczcI.en.vtt 5.5 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/index.html 5.5 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/index.html 5.5 kB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/index.html 5.5 kB
  • Part 03-Module 01-Lesson 06_Hippocampal Volume Quantification in Alzheimer_s Progression/index.html 5.4 kB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/03. How to Succeed.html 5.4 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/04. ND320 AIHCND C01 L00 A04 What Are The Sub-Topics That Lessons Are Organized Around- V2-BUMBZebewFY.en.vtt 5.4 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/02. ND320 C4 L3 03 Plotting-fRN3iNPxJI8.en.vtt 5.4 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/16. ND320 AIHCND C01 L03 A13 Transform Preprocess Categorical Features With Feature Column API-ymL-vyz-RoU.en.vtt 5.4 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/21. ND320 C2 L3 15 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 1-K9OnKsO9Wj4.en.vtt 5.4 kB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/05. ND320 C3 L2 05.1 Viewing Images Pt 2-vzHwJztSyt8.en.vtt 5.3 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/index.html 5.3 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.ar.vtt 5.3 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt 5.3 kB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/index.html 5.2 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/09. ND320 C3 L1 09 Physical Principles Of CT Scanner-VOQZng6b9Vo.en.vtt 5.2 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/07. ND320 C2 L2 09 Exploring 2D Imaging Properties Video Pt 1-hP7BaRiPd5M.en.vtt 5.2 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/04. ND320 C3 L1 04 Who Uses 3D Medical Images--jWNmHfbOIb4.en.vtt 5.2 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/16. ND320 C2 L1 18 Understanding Key Stakeholders - Clinical-XsdnG9RH0NY.en.vtt 5.2 kB
  • Part 05-Module 01-Lesson 06_Motion Compensated Pulse Rate Estimation/index.html 5.1 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/index.html 5.1 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/04. ND320 C2 L4 05 Intended Use And Indications For Use Walkthrough Pt 1-aNl6MP1TNNk.en.vtt 5.0 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.en.vtt 5.0 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/08. ND320 C4 L3 10 Leave-One-Subject-Out Cross Validation-xcE_k8K5wPY.en.vtt 5.0 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/13. ND320 C2 L3 11 Obtaining A Gold Standard Walkthrough Pt 1-I7MNFTnFZjA.en.vtt 5.0 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/07. ND320 C4 L3 07 Feature Extraction Continued-JjSgg3MjBpg.en.vtt 5.0 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/04. ND320 C4 L0 04 Apple Heart Study Interpretation-HE5aFTEKwuE.en.vtt 4.9 kB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/04. ND320 C3 L2 04 Anatomy Of NIFTI File-j70WDviBTaw.en.vtt 4.9 kB
  • Part 04-Module 01-Lesson 06_Project Patient Selection for Diabetes Drug Testing/index.html 4.9 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/12. ND320 AIHCND C01 L02 A10 Utilizing Grouping Categorizing Systems V2-UmRyFJ8DdQo.en.vtt 4.9 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/03. ND320 C2 L1 04 Developing Your Intuition About 2D Medical Images Video-oQMS4GpYlxU.en.vtt 4.9 kB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/index.html 4.9 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/03. ND320 AIHCND C01 L02 A03 Diagnosis Codes Part 1-utTEMMukXfo.en.vtt 4.8 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/index.html 4.8 kB
  • Part 02-Module 01-Lesson 06_Project Pneumonia Detection from Chest X-Rays/index.html 4.8 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/15. ND320 C2 L2 16 Exploring Population Metadata Video-qitPZeqw_BM.en.vtt 4.8 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/06. ND320 AIHCND C01 L01 A06 Importance Of EDA V2-QFFYldALaCI.en.vtt 4.8 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/04. ND320 AIHCND C01 L02 A04 Diagnosis Codes Part 2-5msiZGehPQQ.en.vtt 4.7 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/11. ND320 C2 L2 13 Preparing DICOM Images For Machine Learning Video-UDFKqT0w174.en.vtt 4.7 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/10. ND320 AIHCND C01 L04 A08 Demographic Bias Analysis Solution-E07jsC2ITrM.en.vtt 4.7 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.es-MX.vtt 4.6 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/index.html 4.6 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.pt-BR.vtt 4.6 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/12. ND320 C4 L4 10 AFib Detection Model-Qr4Erwd5mXk.en.vtt 4.5 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/02. Meet Chris-0ccflD9x5WU.zh-CN.vtt 4.5 kB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/index.html 4.5 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/08. ND320 C2 L1 11 Machine Learning Applied To 2D Medical Imaging Pt 2-2NhapgAZjKo.en.vtt 4.5 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/05. ND320 C2 L3 07 Differentiating Between Types Of Models Walkthrough Pt 3-WblSZZgZEOQ.en.vtt 4.5 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt 4.5 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/02. ND320 C4 L4 02 Heart Physiology-BIkZwowLeRc.en.vtt 4.5 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.ja-JP.vtt 4.4 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/01. ND320 C3 L4 01 Welcome To The Lesson _ Overview-1Rd11bAqJGM.en.vtt 4.4 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/07. ND320 AIHCND C01 L03 A06 Longitudinal Representation Solution-Xmg0lCaQMD4.en.vtt 4.4 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/04. ND320 AIHCND C01 L01 A04 Storing And Accessing PHI Data-0-8HxpQYkGA.en.vtt 4.4 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/07. ND320 AIHCND C01 L02 A06 Exercise 1 Diagnosis Code Grouping-IbfM3RASER0.en.vtt 4.4 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/09. ND320 C4 L3 11 Hyperparameter Tuning-nsDnNc9zFSk.en.vtt 4.3 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/12. ND320 AIHCND C01 L03 A10 ETL With Tensorflow Dataset API-zoEkxDWEd8Y.en.vtt 4.3 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/11. ND320 C3 L4 10 Viewing - Web-zyALJQ7hNjI.en.vtt 4.3 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/04. ND320 C2 L4 07 Intended Use And Indications For Use Walkthrough Pt 3-j3v_wjG9GPI.en.vtt 4.3 kB
  • Part 01-Module 01-Lesson 02_Nanodegree Career Services/index.html 4.2 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/25. ND320 C2 L3 18 Evaluating Your Model Walkthrough Pt 1-LEvBfBersuE.en.vtt 4.2 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/12. ND320 C4 L1 12 Nyquist Frequency-YQdwnRBy6SE.en.vtt 4.2 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/08. ND320 C2 L1 10 Machine Learning Applied To 2D Medical Imaging Pt 1-7oNihzu6Xc4.en.vtt 4.2 kB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/03. ND320 C3 L0 04 Historical Context-Xd2DpP7VKag.en.vtt 4.2 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/02. ND320 C4 L2 02 IMU Sensor-MLrzURDQURY.en.vtt 4.1 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/04. ND320 C2 L1 06 Clinical Applications Of 2D Imaging Video Pt 2-nbx4msfjd9k.en.vtt 4.1 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/03. ND320 C4 L1 03 Sampling Analog Signals-v1oWGJjWHso.en.vtt 4.1 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/25. ND320 C2 L3 19 Evaluating Your Model Walkthrough Pt 2-JPUNuZP564Y.en.vtt 4.1 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/08. ND320 C2 L1 12 Machine Learning Applied To 2D Medical Imaging Pt 3-xzS5BlWdbbU.en.vtt 4.1 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/07. ND320 AIHCND C01 L01 A07 Dataset Schema Analysis-hksgY-J4lWM.en.vtt 4.0 kB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/04. ND320 C3 L0 05 State Of AI For Med Imaging-TBkMWYPKv7Y.en.vtt 4.0 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/13. ND320 C4 L3 14 Exercise 3 Walkthrough-fxnUCwPc4s4.en.vtt 4.0 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/08. ND320 AIHCND C01 L01 A08 Value Distributions-qs_YRednOEY.en.vtt 4.0 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/16. ND320 C2 L1 19 Understanding Key Stakeholders - Industry-JHk1CtVBCVE.en.vtt 3.9 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/02. ND320 C4 L0 02 Why Are Wearable Algorithms Important---DMKkC4l194Y.en.vtt 3.9 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/08. ND320 C4 L4 06 Atrial Fibrillation Physiology-VGi988eAI0I.en.vtt 3.9 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/08. ND320 AIHCND C01 L03 A07 Dataset Splitting Without Data Leakage-QuxCwVxMA8s.en.vtt 3.9 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/02. ND320 AIHCND C01 L04 A02 Build A Tensorflow Regression Model With DenseFeatures-zIttH5pj5hs.en.vtt 3.8 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/02. ND320 C3 L4 02 Clinical Networks And Integration Points (DICOM)-m3gYHR9WXwI.en.vtt 3.8 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/08. ND320 AIHCND C01 L04 A07 Demographic Bias Analysis-qafhOMwyd2k.en.vtt 3.8 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/21. ND320 C2 L3 16 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 2-5N2yR83RTG0.en.vtt 3.8 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/10. ND320 AIHCND C01 L02 A08 Exercise 2 Procedure Code Grouping-jwuZhZjqQj4.en.vtt 3.8 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/12. ND320 C4 L1 11 Fourier Transform Intuition-zPLA6IgfQ_4.en.vtt 3.7 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/04. ND320 C4 L4 03 Pan-Tompkins Algorithm-8fb5IJjV-Yo.en.vtt 3.7 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/15. ND320 AIHCND C01 L03 A12 Numerical Features Exercise Solution-hk0VHAEZdA4.en.vtt 3.7 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/09. ND320 C4 L4 08 AF Detection - Data Exploration-DbC7fBVwfu4.en.vtt 3.7 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/07. ND320 C4 L1 07 Plotting Exercise Walkthrough-r8TUTSiA6vQ.en.vtt 3.6 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt 3.6 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/13. ND320 AIHCND C01 L01 A12 Demographic Analysis-FySSiOWg2UA.en.vtt 3.6 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/07. ND320 AIHCND C01 L04 A06 Demographic Bias Analysis-xrELV6dnWuA.en.vtt 3.6 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.en.vtt 3.6 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/14. ND320 C3 L1 13.1 Gradients And RF Pulses-Tz_8uV0MIjQ.en.vtt 3.6 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/17. ND320 AIHCND C01 L04 A14 Course Recap V2-OGMn4oFkcHc.en.vtt 3.6 kB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/07. ND320 C3 L3 06 Segmentation Methods-dKXvycB7d7k.en.vtt 3.6 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/13. ND320 C4 L1 14 Inverse FFT-W-5uoeNYFwM.en.vtt 3.6 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/12. ND320 C3 L1 12 CT Scanners- Exercise Summary, Hounsfield Units-h6sXx2wziXE.en.vtt 3.6 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt 3.6 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/10. ND320 C4 L4 09 AF Detection - Features-cZlSn4Lylhg.en.vtt 3.5 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt 3.5 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/17. ND320 C4 L1 16 Frequency Domain-Ic-wqdanMh0.en.vtt 3.5 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.en.vtt 3.5 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/05. ND320 C4 L2 04 Exercise 1 Walkthrough-iG30q6U0TMM.en.vtt 3.5 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/02. ND320 AIHCND C01 L02 A02 Codes Sets Background-AK40FT6k0tU.en.vtt 3.4 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.zh-CN.vtt 3.4 kB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/13. ND320 C3 L3 10 Summary-rOizCQRtcNk.en.vtt 3.3 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/07. ND320 C2 L2 10 Exploring 2D Imaging Properties Video Pt 2-VCn6mDmQreo.en.vtt 3.3 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/13. ND320 C4 L2 09 Apple Heart Study Part II-zaFuasewbE8.en.vtt 3.3 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.es-MX.vtt 3.3 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/01. Why Network-exjEm9Paszk.pt-BR.vtt 3.3 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/01. ND320 C4 L0 01 Introduction-wZaRMpLq7H0.en.vtt 3.3 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/01. ND320 AIHCND C01 L02 A01 Lesson Introduction V2-SujygiJByj8.en.vtt 3.2 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/04. ND320 C2 L1 07 Clinical Applications Of 2D Imaging Video Pt 3-SMJ1oe_tLYU.en.vtt 3.2 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/09. ND320 AIHCND C01 L03 A08 How To Split Dataset Without Data Leakage-PRrmAYz7sRU.en.vtt 3.1 kB
  • Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications/01. ND320 C3 L3 01 Welcome To The Lesson _ Overview-EKyT8xP5lqc.en.vtt 3.1 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/20. ND320 C3 L1 16.3 Common 3D Imaging Data Tasks - 3d Reconstruct-_pjKdwndpZ8.en.vtt 3.1 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/04. ND320 C4 L1 04 Time-Domain Plotting-GGE6UtMIdGc.en.vtt 3.1 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/20. ND320 C4 L1 18 Harmonics-byUGEDUj-mE.en.vtt 3.1 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/05. ND320 C2 L3 06 Differentiating Between Types Of Models Walkthrough Pt 2-0JGyf23SrZU.en.vtt 3.1 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/14. ND320 C4 L4 11 Solution-07-c7n6WdiM.en.vtt 3.1 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/06. ND320 C2 L0 06 AI For Medical Imaging Is Important Video-8Pg-3b-Xj-w.en.vtt 3.0 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/04. ND320 AIHCND C01 L04 A04 Common EHR Model Evaluation Metrics-UkXmlSQHUvU.en.vtt 3.0 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/05. ND320 C4 L3 06 Feature Extraction Walkthrough-fveNx3NVGqM.en.vtt 3.0 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/21. ND320 C3 L1 16.4 Common 3D Imaging Data Tasks - Registration-OexOaHsHkwA.en.vtt 3.0 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/12. ND320 C4 L2 08 ECG Sensors-uSJb9ZBDTnU.en.vtt 3.0 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/10. ND320 C4 L3 12 Nested Cross-Validation-JoABAPvHXIQ.en.vtt 3.0 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/05. ND320 C4 L1 06 Comparing 2 Plots-MFNXivoCa7Q.en.vtt 3.0 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/05. ND320 AIHCND C01 L03 A05 Convert Longitudinal V2-5pZsu0pSrXw.en.vtt 2.9 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/08. ND320 C4 L3 09 Activity Classifier-fZXNoeq1ezg.en.vtt 2.9 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/05. ND320 AIHCND C01 L02 A05 Grouping Codes-5u7O2sxM3X8.en.vtt 2.8 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/10. ND320 AIHCND C01 L01 A10 Analyzing Dataset For High Cardinality-g2wPikiYyuM.en.vtt 2.8 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/14. ND320 C4 L3 15 Recap- Decision Tree Vs. Random Forest-1i5obfDHdio.en.vtt 2.7 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/30. ND320 C2 L3 22 Lesson Conclusion-HvY3ibMRetY.en.vtt 2.7 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/15. ND320 AIHCND C01 L01 A13 Topic 5 Solution Demographic Analysis-UKJERWto6hQ.en.vtt 2.7 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/16. ND320 C3 L1 15 MRI Summary-PjJWKGkEr-4.en.vtt 2.7 kB
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/06. ND320 C3 L0 06 Tools Used In The Course-aF1htPzHlTQ.en.vtt 2.7 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/09. ND320 C2 L0 10 Project- Pneumonia Detection From X-Ray Images Video-3W3YTPxL9KI.en.vtt 2.7 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/09. ND320 C4 L4 07 AF Detection - Physionet-_E8zA1VDgfM.en.vtt 2.7 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/05. ND320 AIHCND C01 L00 A05 What Are The Relevant Tools That Students Will Use--iyuIS7ZtFs8.en.vtt 2.6 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/02. ND320 AIHCND C01 L00 A02 What Is The Historical Content For EHR Data- V2-fZ0J_lTsEwU.en.vtt 2.6 kB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/05. ND320 C3 L2 05 Viewing Images Pt 1-r3KFUtWvVco.en.vtt 2.6 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/18. ND320 AIHCND C01 L03 A14 Categorical Features With Feature Column API Exercise Solution-V6u7dPTsxYI.en.vtt 2.6 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt 2.5 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/07. ND320 C4 L3 08 Feature Extraction-Ssycf56WjLw.en.vtt 2.5 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/09. ND320 C3 L1 08 Ivan Intro-3uoHmcjruzQ.en.vtt 2.5 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/19. ND320 C2 L1 22 Understanding Key Stakeholders Exercise Solution Video-R5MzajI0x5k.en.vtt 2.5 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/01. ND320 AIHCND C01 L04 A01 Building Models Overview V2-_UrS2i6hpHI.en.vtt 2.5 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/13. ND320 C3 L1 13 Physical Principles Of MR Scanners-R_erN8yoQCQ.en.vtt 2.4 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/21. ND320 C2 L2 19 Lesson Conclusion-JWyC76MBA_M.en.vtt 2.4 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt 2.4 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.ar.vtt 2.3 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/16. ND320 C4 L4 13 Course Recap - Wearable Data-SOnmTveoGhs.en.vtt 2.3 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/03. ND320 C2 L2 05 The DICOM Standard And 2D Imaging Video Pt 1-NWnnlPJZqJ8.en.vtt 2.3 kB
  • Part 04-Module 01-Lesson 06_Project Patient Selection for Diabetes Drug Testing/01. ND320 AIHCND C01 L04 A15 Project Introduction-ALPd7Mosxl4.en.vtt 2.3 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/03. ND320 C4 L0 03 Apple Heart Study-9Vf5Nvrqb8M.en.vtt 2.3 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/06. ND320 AIHCND C01 L00 A06 Project Introduction-qRlB7WtRV5Q.en.vtt 2.3 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt 2.2 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/08. ND320 C2 L3 08 Differentiating Between Types Of Models Exercise Solution Video-dGrp1mlL3Bk.en.vtt 2.2 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/05. ND320 C4 L3 05 Feature Creation-S02ESJAPztg.en.vtt 2.2 kB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.en.vtt 2.2 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/04. ND320 C4 L3 04 Exercise 1 Solution-6eqmSZ0Hwos.en.vtt 2.2 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/15. ND320 AIHCND C01 L02 A12 Lesson Overview V2--daJb_X1LDk.en.vtt 2.2 kB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/12. ND320 C3 L2 09 Summary Of The 3D Imaging EDA Lesson-6jhBwYM--Fc.en.vtt 2.1 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/16. ND320 AIHCND C01 L01 A14 Lesson Recap V2-iouq2l-BUkY.en.vtt 2.1 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/04. ND320 C4 L1 05 Zero Crossing-utE-ELSINcw.en.vtt 2.1 kB
  • Part 04-Module 01-Lesson 03_EHR Code Sets/14. ND320 AIHCND C01 L02 A11 Exercise 3 Solution Group Or Categorize Procedures-alz1umgZ0_M.en.vtt 2.1 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.en.vtt 2.1 kB
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.zh-CN.vtt 2.1 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/21. ND320 C2 L4 17 Lesson Conclusion Video-RA55OpH2uY8.en.vtt 2.0 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt 2.0 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt 2.0 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/01. ND320 C2 L0 01 Meet Your Instructor Video-TahECnjyX3c.en.vtt 2.0 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt 2.0 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt 2.0 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/01. ND320 C4 L3 01 Intro To Activity Classifiers-dteQl6Nxo0g.en.vtt 2.0 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/03. ND320 C2 L4 03 Big Picture Video-AV1cBTAReCY.en.vtt 2.0 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/21. ND320 C2 L1 23 Lesson Conclusion-rt54OPaOnps.en.vtt 2.0 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/11. ND320 C3 L1 11 Exercise- Compute A Sinogram - Solution-wsxt6ZxCRYs.en.vtt 2.0 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/05. ND320 C2 L0 05 History Of AI For Medical Imaging Video-WsTuFTALAeo.en.vtt 1.9 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/10. ND320 C4 L3 13 Feature Importance-ShE5zyg0l9s.en.vtt 1.9 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/19. ND320 AIHCND C01 L03 A16 Lesson Overview-Yi5teA3-VwQ.en.vtt 1.9 kB
  • Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models/16. ND320 AIHCND C01 L04 A13 Lesson Overview-Mm0Q8D_F3qc.en.vtt 1.9 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/19. ND320 C3 L1 16.2 Common 3D Imaging Data Tasks - Multi-Planar Reconstruct-UqS55yUuMUk.en.vtt 1.9 kB
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/19. ND320 C2 L4 15 Designing An FDA Validation Plan Exercise Solution Video-KoKfda3UzWg.en.vtt 1.9 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/04. ND320 C2 L1 05 Clinical Applications Of 2D Imaging Video Pt 1-VqdrQ94c39E.en.vtt 1.8 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/06. ND320 C2 L2 08 The DICOM Standard And 2D Imaging Exercise Solution Video-FxWabMzwkYE.en.vtt 1.8 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/07. ND320 C2 L0 07 When To Use Or Not Use AI In Medical Imaging Video-5WKhw_IijDI.en.vtt 1.8 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt 1.8 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/01. ND320 AIHCND C01 L01 A01 Data Security Overview V2-7K2DAQamdtA.en.vtt 1.7 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/02. ND320 C2 L0 02 Course Outline Video-8F5Dd79HbYA.en.vtt 1.7 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/20. ND320 C2 L3 14 Image Pre-Processing For Model Training Exercise Solution Video-eeGUYyYukm8.en.vtt 1.7 kB
  • Part 05-Module 01-Lesson 01_Introduction to Wearable Data/06. ND320 C4 L0 05 Recap-weSsOqeV14E.en.vtt 1.7 kB
  • Part 05-Module 01-Lesson 04_Activity Classification/02. ND320 C4 L3 02 Data Exploration-mk5A4cLeyy8.en.vtt 1.6 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/25. ND320 C3 L1 19 Lesson Outro-LfswIFRepUU.en.vtt 1.6 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/01. ND320 AIHCND C01 L03 A01 Lesson Overview V2-EW-4zem6IUY.en.vtt 1.6 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/18. ND320 C3 L1 16.1 Common 3D Imaging Data Tasks - Windowing-ieW5Lf0EqLw.en.vtt 1.6 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/14. ND320 C3 L4 12 Tools Summary-WkfjFuo_9cg.en.vtt 1.6 kB
  • Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering/11. ND320 AIHCND C01 L03 A09 Dataset Splitting Without Data Leakage Quiz Solution-rQW214mrZMM.en.vtt 1.5 kB
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/19. ND320 C2 L2 18 Edge Case- Microscopy Data Video-KFiTvwderHw.en.vtt 1.5 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/21. ND320 C4 L1 19 Recap- Intro To Digital Sampling _ Signal Processing-8-3_S2weklg.en.vtt 1.5 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/02. ND320 C2 L3 02 Lesson Outline Video-mIgHpAbiEJE.en.vtt 1.5 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt 1.5 kB
  • Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt 1.4 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/04. ND320 C2 L0 04 Introduction To AI For 2D Medical Imaging Video-zf1PxuzqT7E.en.vtt 1.4 kB
  • Part 04-Module 01-Lesson 02_EHR Data Security and Analysis/05. ND320 AIHCND C01 L01 A05 PII Video Solution V2-qWIjLp7Vj8U.en.vtt 1.4 kB
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/15. ND320 C4 L4 12 Recap- ECG Signal Processing-nEg2YpvHNAU.en.vtt 1.4 kB
  • Part 05-Module 01-Lesson 03_Introduction to Sensors/14. ND320 C4 L2 10 Recap Intro To Sensors-9V-0O8RfVgw.en.vtt 1.4 kB
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/11. ND320 C2 L1 14 Machine Learning Applied To 2D Medical Imaging Exercise Solution Video-xPm5u306EhY.en.vtt 1.4 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/01. ND320 C3 L1 01 Welcome To The Lesson _ Overview-e_tZLickMSY.en.vtt 1.4 kB
  • Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis/01. ND320 C3 L2 01 Welcome To The Lesson _ Overview-YgCkbjnoxzw.en.vtt 1.2 kB
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/19. ND320 C3 L4 16 Summary Of The In The Wild Lesson-bjliG3k1NuM.en.vtt 1.2 kB
  • Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction/07. ND320 AIHCND C01 L00 A07 Lesson Recap V2-FjdSkbu7kz4.en.vtt 1.1 kB
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/21. ND320 C3 L1 16.5 Common 3D Imaging Data Tasks - Outro-yvLRj8vd9ms.en.vtt 1.1 kB
  • Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing/16. ND320 C4 L1 15 Exercise 3 Solution-Vyp8TwbOi4E.en.vtt 1.1 kB
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/08. ND320 C2 L0 08 Business Stakeholders Video-xFXxo9rb2wQ.en.vtt 1.0 kB
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/04. ND320 C2 L3 04 Developing Your Intuition About Classification Model Development Video-TtBz1XCXdzA.en.vtt 986 Bytes
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/01. Welcome To Udacity V2-9QadFJRKrEA.zh-CN.vtt 959 Bytes
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/03. ND320 C2 L3 03 Big Picture Video-J73Gsx04OCc.en.vtt 956 Bytes
  • Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction/01. Welcome To Udacity V2-9QadFJRKrEA.en.vtt 945 Bytes
  • Part 05-Module 01-Lesson 05_ECG Signal Processing/01. ND320 C4 L4 01 Intro To ECG Signal Processing-7bGv86e09YA.en.vtt 895 Bytes
  • Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images/01. ND320 C2 L3 01 Developing Models For Classification Of 2D Medical Images Video-SNS2VdIjNpI.en.vtt 881 Bytes
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/01. ND320 C3 Course Intro-K_8FLF8bwho.en.vtt 875 Bytes
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/07. ND320 C3 L4 07 Why Tools--DJdgSOAzv5Y.en.vtt 870 Bytes
  • Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios/20. ND320 C3 Course Outro-YBhLaprdvmc.en.vtt 863 Bytes
  • Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis/02. ND320 C2 L2 02 Lesson Outline Video-zg6kATakghI.en.vtt 838 Bytes
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/01. ND320 C2 L4 01 Translating Your Algorithm Into A Clinical Setting With The FDA-YBElx0lBnOk.en.vtt 784 Bytes
  • Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging/07. ND320 C3 L0 07 Summary Of The Introduction-SMJwx5H2NfE.en.vtt 781 Bytes
  • Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA/02. ND320 C2 L4 02 Lesson Outline Video-47PiR8U2Td4.en.vtt 780 Bytes
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/03. ND320 C2 L0 03 Lesson Outline Video-HfjFBhtgQIc.en.vtt 734 Bytes
  • Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging/02. ND320 C2 L1 02 Lesson Outline Video-qw3Uyp9aXWs.en.vtt 718 Bytes
  • Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals/08. ND320 C3 L1 07 Mazen Outro--HS5lxHHSfg.en.vtt 706 Bytes
  • Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging/10. ND320 C2 L0 11 Recap Video-9__L2yRyoM8.en.vtt 702 Bytes
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