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| 0. (1Hack.Us) Premium Tutorials-Guides-Articles _ Community based Forum.url |
377B |
| 01. Access the Career Portal.html |
7.60KB |
| 01. Building, Evaluating _ Interpreting Models Overview.html |
10.06KB |
| 01. Clinical Foundations.html |
8.23KB |
| 01. DICOM Standard and EDA.html |
7.98KB |
| 01. EHR Code Sets Overview.html |
8.61KB |
| 01. EHR Data Security and Analysis Overview.html |
8.40KB |
| 01. EHR Transformations _ Feature Engineering Overview.html |
9.71KB |
| 01. Get Opportunities with LinkedIn.html |
11.21KB |
| 01. Introduction.html |
10.13KB |
| 01. Introduction.html |
9.19KB |
| 01. Introduction.html |
10.93KB |
| 01. Introduction.html |
10.15KB |
| 01. Introduction.html |
7.47KB |
| 01. Introduction.html |
9.22KB |
| 01. Introduction to AI and EHR.html |
8.58KB |
| 01. Introduction to Sensors.html |
11.92KB |
| 01. Intro to Activity Classifiers.html |
9.62KB |
| 01. Intro to ECG Signal Processing.html |
8.76KB |
| 01. Meet Your Instructor.html |
7.26KB |
| 01. Models for Classification of 2D Medical Images.html |
9.59KB |
| 01. ND320 AIHCND C01 L00 A01 Introduction To AI And EHR V2-YKrdjcbsftc.en.vtt |
6.27KB |
| 01. ND320 AIHCND C01 L00 A01 Introduction To AI And EHR V2-YKrdjcbsftc.mp4 |
9.28MB |
| 01. ND320 AIHCND C01 L01 A01 Data Security Overview V2-7K2DAQamdtA.en.vtt |
1.70KB |
| 01. ND320 AIHCND C01 L01 A01 Data Security Overview V2-7K2DAQamdtA.mp4 |
3.20MB |
| 01. ND320 AIHCND C01 L02 A01 Lesson Introduction V2-SujygiJByj8.en.vtt |
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| 01. ND320 AIHCND C01 L02 A01 Lesson Introduction V2-SujygiJByj8.mp4 |
4.54MB |
| 01. ND320 AIHCND C01 L03 A01 Lesson Overview V2-EW-4zem6IUY.en.vtt |
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| 01. ND320 AIHCND C01 L03 A01 Lesson Overview V2-EW-4zem6IUY.mp4 |
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| 01. ND320 AIHCND C01 L04 A01 Building Models Overview V2-_UrS2i6hpHI.en.vtt |
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| 01. ND320 AIHCND C01 L04 A01 Building Models Overview V2-_UrS2i6hpHI.mp4 |
4.57MB |
| 01. ND320 AIHCND C01 L04 A15 Project Introduction-ALPd7Mosxl4.en.vtt |
2.27KB |
| 01. ND320 AIHCND C01 L04 A15 Project Introduction-ALPd7Mosxl4.mp4 |
5.20MB |
| 01. ND320 C2 L0 01 Meet Your Instructor Video-TahECnjyX3c.en.vtt |
1.99KB |
| 01. ND320 C2 L0 01 Meet Your Instructor Video-TahECnjyX3c.mp4 |
8.96MB |
| 01. ND320 C2 L1 01 Clinical Foundations-cj0Mf0ICVEY.en.vtt |
444B |
| 01. ND320 C2 L1 01 Clinical Foundations-cj0Mf0ICVEY.mp4 |
1.73MB |
| 01. ND320 C2 L2 01 The DICOM Standard And Exploratory Data Analysis Of 2D Medical Imaging-XqJXmNdZJ-Y.en.vtt |
642B |
| 01. ND320 C2 L2 01 The DICOM Standard And Exploratory Data Analysis Of 2D Medical Imaging-XqJXmNdZJ-Y.mp4 |
2.49MB |
| 01. ND320 C2 L3 01 Developing Models For Classification Of 2D Medical Images Video-SNS2VdIjNpI.en.vtt |
881B |
| 01. ND320 C2 L3 01 Developing Models For Classification Of 2D Medical Images Video-SNS2VdIjNpI.mp4 |
3.77MB |
| 01. ND320 C2 L4 01 Translating Your Algorithm Into A Clinical Setting With The FDA-YBElx0lBnOk.en.vtt |
784B |
| 01. ND320 C2 L4 01 Translating Your Algorithm Into A Clinical Setting With The FDA-YBElx0lBnOk.mp4 |
3.08MB |
| 01. ND320 C3 Course Intro-K_8FLF8bwho.en.vtt |
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| 01. ND320 C3 Course Intro-K_8FLF8bwho.mp4 |
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| 01. ND320 C3 L1 01 Welcome To The Lesson _ Overview-e_tZLickMSY.en.vtt |
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| 01. ND320 C3 L1 01 Welcome To The Lesson _ Overview-e_tZLickMSY.mp4 |
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| 01. ND320 C3 L2 01 Welcome To The Lesson _ Overview-YgCkbjnoxzw.en.vtt |
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| 01. ND320 C3 L2 01 Welcome To The Lesson _ Overview-YgCkbjnoxzw.mp4 |
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| 01. ND320 C3 L3 01 Welcome To The Lesson _ Overview-EKyT8xP5lqc.en.vtt |
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| 01. ND320 C3 L3 01 Welcome To The Lesson _ Overview-EKyT8xP5lqc.mp4 |
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| 01. ND320 C3 L4 01 Welcome To The Lesson _ Overview-1Rd11bAqJGM.en.vtt |
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| 01. ND320 C3 L4 01 Welcome To The Lesson _ Overview-1Rd11bAqJGM.mp4 |
14.80MB |
| 01. ND320 C4 L0 01 Introduction-wZaRMpLq7H0.en.vtt |
3.18KB |
| 01. ND320 C4 L0 01 Introduction-wZaRMpLq7H0.mp4 |
10.34MB |
| 01. ND320 C4 L1 01 Intro To Digital Sampling _ Signal Processing-ptQ7LQlmyVE.mp4 |
3.89MB |
| 01. ND320 C4 L2 01 Introduction To Sensors-CBp-Ttcqu3k.mp4 |
16.61MB |
| 01. ND320 C4 L3 01 Intro To Activity Classifiers-dteQl6Nxo0g.en.vtt |
1.93KB |
| 01. ND320 C4 L3 01 Intro To Activity Classifiers-dteQl6Nxo0g.mp4 |
4.82MB |
| 01. ND320 C4 L4 01 Intro To ECG Signal Processing-7bGv86e09YA.en.vtt |
895B |
| 01. ND320 C4 L4 01 Intro To ECG Signal Processing-7bGv86e09YA.mp4 |
2.78MB |
| 01. Patient Selection for Diabetes Drug Testing Project.html |
8.95KB |
| 01. Project Overview.html |
7.91KB |
| 01. Project Overview.html |
18.03KB |
| 01. Project Overview.html |
11.96KB |
| 01. Translating Algorithm into a Clinical Setting with the FDA .html |
8.46KB |
| 01. Welcome to the Course.html |
8.56KB |
| 01. Welcome to Udacity.html |
5.58KB |
| 01. Welcome To Udacity V2-9QadFJRKrEA.en.vtt |
945B |
| 01. Welcome To Udacity V2-9QadFJRKrEA.mp4 |
4.19MB |
| 01. Welcome To Udacity V2-9QadFJRKrEA.zh-CN.vtt |
959B |
| 01. Why Network-exjEm9Paszk.ar.vtt |
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| 01. Why Network-exjEm9Paszk.en.vtt |
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| 01. Why Network-exjEm9Paszk.es-MX.vtt |
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| 01. Why Network-exjEm9Paszk.ja-JP.vtt |
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| 01. Why Network-exjEm9Paszk.mp4 |
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| 01. Why Network-exjEm9Paszk.pt-BR.vtt |
3.20KB |
| 01. Why Network-exjEm9Paszk.zh-CN.vtt |
3.29KB |
| 02. Classification.html |
11.47KB |
| 02. Codes Sets Background.html |
12.16KB |
| 02. Course Outline.html |
7.19KB |
| 02. Course Outline.html |
9.94KB |
| 02. Data Exploration.html |
11.97KB |
| 02. DICOM Networking Introduction.html |
9.68KB |
| 02. EHR Dataset Levels.html |
24.77KB |
| 02. Heart Physiology.html |
10.34KB |
| 02. Historical Context of AI in EHR.html |
10.06KB |
| 02. Importance of Data Privacy and Security.html |
13.65KB |
| 02. Inertial Measurement Unit.html |
13.53KB |
| 02. Lesson Outline.html |
8.51KB |
| 02. Lesson Outline.html |
8.69KB |
| 02. Lesson Outline.html |
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| 02. Lesson Outline.html |
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| 02. Meet Chris-0ccflD9x5WU.ar.vtt |
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| 02. Meet Chris-0ccflD9x5WU.en.vtt |
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| 02. Meet Chris-0ccflD9x5WU.es-MX.vtt |
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| 02. Meet Chris-0ccflD9x5WU.ja-JP.vtt |
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| 02. Meet Chris-0ccflD9x5WU.mp4 |
32.54MB |
| 02. Meet Chris-0ccflD9x5WU.pt-BR.vtt |
4.47KB |
| 02. Meet Chris-0ccflD9x5WU.zh-CN.vtt |
4.41KB |
| 02. ND320 AIHCND C01 L00 A02 What Is The Historical Content For EHR Data- V2-fZ0J_lTsEwU.en.vtt |
2.58KB |
| 02. ND320 AIHCND C01 L00 A02 What Is The Historical Content For EHR Data- V2-fZ0J_lTsEwU.mp4 |
5.45MB |
| 02. ND320 AIHCND C01 L01 A02 Importance Of Data Privacy And Security V2-I1eU3V6u6XU.en.vtt |
9.81KB |
| 02. ND320 AIHCND C01 L01 A02 Importance Of Data Privacy And Security V2-I1eU3V6u6XU.mp4 |
12.58MB |
| 02. ND320 AIHCND C01 L02 A02 Codes Sets Background-AK40FT6k0tU.en.vtt |
3.31KB |
| 02. ND320 AIHCND C01 L02 A02 Codes Sets Background-AK40FT6k0tU.mp4 |
3.55MB |
| 02. ND320 AIHCND C01 L03 A02 EHR Dataset Levels-7LMBCNn_3l0.en.vtt |
7.17KB |
| 02. ND320 AIHCND C01 L03 A02 EHR Dataset Levels-7LMBCNn_3l0.mp4 |
8.32MB |
| 02. ND320 AIHCND C01 L04 A02 Build A Tensorflow Regression Model With DenseFeatures-zIttH5pj5hs.en.vtt |
3.75KB |
| 02. ND320 AIHCND C01 L04 A02 Build A Tensorflow Regression Model With DenseFeatures-zIttH5pj5hs.mp4 |
3.96MB |
| 02. ND320 C2 L0 02 Course Outline Video-8F5Dd79HbYA.en.vtt |
1.67KB |
| 02. ND320 C2 L0 02 Course Outline Video-8F5Dd79HbYA.mp4 |
2.48MB |
| 02. ND320 C2 L1 02 Lesson Outline Video-qw3Uyp9aXWs.en.vtt |
718B |
| 02. ND320 C2 L1 02 Lesson Outline Video-qw3Uyp9aXWs.mp4 |
1.19MB |
| 02. ND320 C2 L2 02 Lesson Outline Video-zg6kATakghI.en.vtt |
838B |
| 02. ND320 C2 L2 02 Lesson Outline Video-zg6kATakghI.mp4 |
1.39MB |
| 02. ND320 C2 L3 02 Lesson Outline Video-mIgHpAbiEJE.en.vtt |
1.45KB |
| 02. ND320 C2 L3 02 Lesson Outline Video-mIgHpAbiEJE.mp4 |
1.35MB |
| 02. ND320 C2 L4 02 Lesson Outline Video-47PiR8U2Td4.en.vtt |
780B |
| 02. ND320 C2 L4 02 Lesson Outline Video-47PiR8U2Td4.mp4 |
1.29MB |
| 02. ND320 C3 L0 02 Who Is AI Engineer- What Is AI For 3D Med Imaging--JgmyZSxsxbM.en.vtt |
5.53KB |
| 02. ND320 C3 L0 02 Who Is AI Engineer- What Is AI For 3D Med Imaging--JgmyZSxsxbM.mp4 |
15.54MB |
| 02. ND320 C3 L1 02 What Are 3D Medical Images--dB42CFoCWIA.en.vtt |
7.02KB |
| 02. ND320 C3 L1 02 What Are 3D Medical Images--dB42CFoCWIA.mp4 |
17.45MB |
| 02. ND320 C3 L2 02 DICOM Basics-CEA1nxifMes.en.vtt |
5.41KB |
| 02. ND320 C3 L2 02 DICOM Basics-CEA1nxifMes.mp4 |
12.87MB |
| 02. ND320 C3 L3 02 Classification And Object Detection Problems-M59z9er-w_E.en.vtt |
6.02KB |
| 02. ND320 C3 L3 02 Classification And Object Detection Problems-M59z9er-w_E.mp4 |
9.94MB |
| 02. ND320 C3 L4 02 Clinical Networks And Integration Points (DICOM)-m3gYHR9WXwI.en.vtt |
3.74KB |
| 02. ND320 C3 L4 02 Clinical Networks And Integration Points (DICOM)-m3gYHR9WXwI.mp4 |
11.24MB |
| 02. ND320 C4 L0 02 Why Are Wearable Algorithms Important---DMKkC4l194Y.en.vtt |
3.83KB |
| 02. ND320 C4 L0 02 Why Are Wearable Algorithms Important---DMKkC4l194Y.mp4 |
10.86MB |
| 02. ND320 C4 L1 02 What Is A Signal--vMk-KIhyCbA.mp4 |
8.48MB |
| 02. ND320 C4 L2 02 IMU Sensor-MLrzURDQURY.en.vtt |
4.05KB |
| 02. ND320 C4 L2 02 IMU Sensor-MLrzURDQURY.mp4 |
13.15MB |
| 02. ND320 C4 L3 02 Data Exploration-mk5A4cLeyy8.en.vtt |
1.57KB |
| 02. ND320 C4 L3 02 Data Exploration-mk5A4cLeyy8.mp4 |
9.62MB |
| 02. ND320 C4 L3 03 Plotting-fRN3iNPxJI8.en.vtt |
5.25KB |
| 02. ND320 C4 L3 03 Plotting-fRN3iNPxJI8.mp4 |
12.32MB |
| 02. ND320 C4 L4 02 Heart Physiology-BIkZwowLeRc.en.vtt |
4.35KB |
| 02. ND320 C4 L4 02 Heart Physiology-BIkZwowLeRc.mp4 |
10.96MB |
| 02. Part 1 Overview _ Instructions.html |
11.46KB |
| 02. Project Instructions.html |
13.38KB |
| 02. Refresher on Signals.html |
10.71KB |
| 02. Section 1 Curating a Dataset of Brain MRIs.html |
9.35KB |
| 02. Starting the project.html |
7.51KB |
| 02. Tensorflow Regression Model with DenseFeatures.html |
13.08KB |
| 02. The DICOM Standard.html |
12.63KB |
| 02. Use Your Story to Stand Out.html |
8.75KB |
| 02. Welcome to the Nanodegree Program Experience.html |
5.70KB |
| 02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.en.vtt |
2.14KB |
| 02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.mp4 |
8.27MB |
| 02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.zh-CN.vtt |
2.01KB |
| 02. What are 3D Medical Images.html |
10.05KB |
| 02. What is AI for 3D medical imaging.html |
8.99KB |
| 03. Accelerometer Deep Dive.html |
15.75KB |
| 03. Anatomy of DICOM Datasets.html |
12.59KB |
| 03. Apple Heart Study.html |
7.26KB |
| 03. Big Picture.html |
9.68KB |
| 03. Big Picture.html |
8.11KB |
| 03. Diagnosis Codes Part 1.html |
13.54KB |
| 03. DICOM Networking Services.html |
9.85KB |
| 03. DICOM Standard.html |
11.04KB |
| 03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt |
5.13KB |
| 03. Elevator Pitch-S-nAHPrkQrQ.en.vtt |
3.53KB |
| 03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt |
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| 03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt |
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| 03. Elevator Pitch-S-nAHPrkQrQ.mp4 |
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| 03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt |
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| 03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt |
3.40KB |
| 03. Encounter Representation.html |
11.44KB |
| 03. Exercise 1 Data Exploration.html |
7.39KB |
| 03. Heart Physiology in Review.html |
12.18KB |
| 03. How to Succeed.html |
5.29KB |
| 03. How To Succeed V3-1Vx31C1bw_o.en.vtt |
5.56KB |
| 03. How To Succeed V3-1Vx31C1bw_o.mp4 |
24.79MB |
| 03. Intuition About 2D Medical Images.html |
12.70KB |
| 03. Key Healthcare Data Security and Privacy Standards.html |
15.76KB |
| 03. Landscape of EHR Data.html |
16.24KB |
| 03. Lesson Outline.html |
7.20KB |
| 03. Methods for Feature Extraction.html |
10.83KB |
| 03. ND320 AIHCND C01 L00 A03 Landscape For EHR Data V2-UOoHQsO-7ww.en.vtt |
6.18KB |
| 03. ND320 AIHCND C01 L00 A03 Landscape For EHR Data V2-UOoHQsO-7ww.mp4 |
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| 03. ND320 AIHCND C01 L01 A03 Key Healthcare Data Security And Privacy Standards And Terminology V2-iIYv5hhBE2o.en.vtt |
7.29KB |
| 03. ND320 AIHCND C01 L01 A03 Key Healthcare Data Security And Privacy Standards And Terminology V2-iIYv5hhBE2o.mp4 |
8.29MB |
| 03. ND320 AIHCND C01 L02 A03 Diagnosis Codes Part 1-utTEMMukXfo.en.vtt |
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| 03. ND320 AIHCND C01 L02 A03 Diagnosis Codes Part 1-utTEMMukXfo.mp4 |
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| 03. ND320 AIHCND C01 L03 A03 Encounter Representation V2-sX_vtuLykGw.en.vtt |
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| 03. ND320 AIHCND C01 L03 A03 Encounter Representation V2-sX_vtuLykGw.mp4 |
13.80MB |
| 03. ND320 AIHCND C01 L04 A03 Build A Tensorflow Regression Model With DenseFeatures-UEo52_lMjKk.en.vtt |
7.02KB |
| 03. ND320 AIHCND C01 L04 A03 Build A Tensorflow Regression Model With DenseFeatures-UEo52_lMjKk.mp4 |
13.47MB |
| 03. ND320 C2 L0 03 Lesson Outline Video-HfjFBhtgQIc.en.vtt |
734B |
| 03. ND320 C2 L0 03 Lesson Outline Video-HfjFBhtgQIc.mp4 |
1.13MB |
| 03. ND320 C2 L1 04 Developing Your Intuition About 2D Medical Images Video-oQMS4GpYlxU.en.vtt |
4.77KB |
| 03. ND320 C2 L1 04 Developing Your Intuition About 2D Medical Images Video-oQMS4GpYlxU.mp4 |
5.31MB |
| 03. ND320 C2 L2 05 The DICOM Standard And 2D Imaging Video Pt 1-NWnnlPJZqJ8.en.vtt |
2.27KB |
| 03. ND320 C2 L2 05 The DICOM Standard And 2D Imaging Video Pt 1-NWnnlPJZqJ8.mp4 |
4.02MB |
| 03. ND320 C2 L2 06 The DICOM Standard And 2D Imaging Video Pt 2-yuIF6vo3Ok4.en.vtt |
7.28KB |
| 03. ND320 C2 L2 06 The DICOM Standard And 2D Imaging Video Pt 2-yuIF6vo3Ok4.mp4 |
8.96MB |
| 03. ND320 C2 L3 03 Big Picture Video-J73Gsx04OCc.en.vtt |
956B |
| 03. ND320 C2 L3 03 Big Picture Video-J73Gsx04OCc.mp4 |
4.38MB |
| 03. ND320 C2 L4 03 Big Picture Video-AV1cBTAReCY.en.vtt |
1.93KB |
| 03. ND320 C2 L4 03 Big Picture Video-AV1cBTAReCY.mp4 |
5.75MB |
| 03. ND320 C3 L0 04 Historical Context-Xd2DpP7VKag.en.vtt |
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| 03. ND320 C3 L0 04 Historical Context-Xd2DpP7VKag.mp4 |
9.93MB |
| 03. ND320 C3 L1 03 Why Use 3D Medical Images--wqHedjEWPjI.en.vtt |
9.99KB |
| 03. ND320 C3 L1 03 Why Use 3D Medical Images--wqHedjEWPjI.mp4 |
12.43MB |
| 03. ND320 C3 L2 03 Anatomy Of DICOM File-F1wMgUxwPbE.en.vtt |
22.52KB |
| 03. ND320 C3 L2 03 Anatomy Of DICOM File-F1wMgUxwPbE.mp4 |
61.45MB |
| 03. ND320 C3 L3 03 Methods For Feature Extraction-bqrpWKXTps8.en.vtt |
9.12KB |
| 03. ND320 C3 L3 03 Methods For Feature Extraction-bqrpWKXTps8.mp4 |
12.61MB |
| 03. ND320 C3 L4 03 Clinical Networks And Integration Points (DISME)-45hRHj8n6KU.en.vtt |
12.46KB |
| 03. ND320 C3 L4 03 Clinical Networks And Integration Points (DISME)-45hRHj8n6KU.mp4 |
36.25MB |
| 03. ND320 C4 L0 03 Apple Heart Study-9Vf5Nvrqb8M.en.vtt |
2.24KB |
| 03. ND320 C4 L0 03 Apple Heart Study-9Vf5Nvrqb8M.mp4 |
4.88MB |
| 03. ND320 C4 L1 03 Sampling Analog Signals-v1oWGJjWHso.en.vtt |
3.99KB |
| 03. ND320 C4 L1 03 Sampling Analog Signals-v1oWGJjWHso.mp4 |
6.48MB |
| 03. ND320 C4 L2 03 Accelerometer Deep Dive-GfdLzQl3POk.mp4 |
10.32MB |
| 03. Patient Selection for Diabetes Drug Testing Workspace.html |
6.51KB |
| 03. Pulse Rate Algorithm.html |
6.82KB |
| 03. Sampling Analog Signals.html |
17.35KB |
| 03. Submitting the project.html |
6.87KB |
| 03. TF DenseFeatures Walkthrough.html |
11.51KB |
| 03. What is the historical context for 3D medical imaging.html |
8.01KB |
| 03. Why use 3D Medical Images.html |
10.16KB |
| 03. Why Use an Elevator Pitch.html |
7.37KB |
| 03. Workspace for Section 1.html |
7.44KB |
| 04. AI and EHR Course Preview.html |
12.76KB |
| 04. Apple Heart Study Interpretation.html |
15.67KB |
| 04. Clinical Applications.html |
14.91KB |
| 04. Clinical Networks.html |
10.77KB |
| 04. Common EHR Model Evaluation Metrics.html |
18.81KB |
| 04. Create Your Elevator Pitch.html |
8.52KB |
| 04. Diagnosis Codes Part 2.html |
15.22KB |
| 04. DICOM Standard Quizzes.html |
9.78KB |
| 04. Elevator Pitch-0QtgTG49E9I.ar.vtt |
2.28KB |
| 04. Elevator Pitch-0QtgTG49E9I.en.vtt |
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| 04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt |
1.99KB |
| 04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt |
2.45KB |
| 04. Elevator Pitch-0QtgTG49E9I.mp4 |
7.68MB |
| 04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt |
1.94KB |
| 04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt |
1.99KB |
| 04. Exercise 1 Fun with Convolutions.html |
9.68KB |
| 04. Exercise 1 Solution.html |
8.35KB |
| 04. Exercise 1 Step Cadence.html |
7.16KB |
| 04. Intended Use and Indications for Use.html |
10.43KB |
| 04. Introduction to AI for 2D Medical Imaging.html |
6.56KB |
| 04. Intuition about Classification Model Development.html |
10.15KB |
| 04. Jupyter GPU Workspace.html |
6.36KB |
| 04. Longitudinal Representation.html |
17.10KB |
| 04. ND320 AIHCND C01 L00 A04 What Are The Sub-Topics That Lessons Are Organized Around- V2-BUMBZebewFY.en.vtt |
5.26KB |
| 04. ND320 AIHCND C01 L00 A04 What Are The Sub-Topics That Lessons Are Organized Around- V2-BUMBZebewFY.mp4 |
13.63MB |
| 04. ND320 AIHCND C01 L01 A04 Storing And Accessing PHI Data-0-8HxpQYkGA.en.vtt |
4.29KB |
| 04. ND320 AIHCND C01 L01 A04 Storing And Accessing PHI Data-0-8HxpQYkGA.mp4 |
4.56MB |
| 04. ND320 AIHCND C01 L02 A04 Diagnosis Codes Part 2-5msiZGehPQQ.en.vtt |
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| 04. ND320 AIHCND C01 L03 A04 Longitudinal Representation-2yzNq6BQk4w.en.vtt |
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| 04. ND320 AIHCND C01 L03 A04 Longitudinal Representation-2yzNq6BQk4w.mp4 |
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| 04. ND320 AIHCND C01 L04 A04 Common EHR Model Evaluation Metrics-UkXmlSQHUvU.en.vtt |
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| 04. ND320 AIHCND C01 L04 A04 Common EHR Model Evaluation Metrics-UkXmlSQHUvU.mp4 |
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| 04. ND320 C2 L0 04 Introduction To AI For 2D Medical Imaging Video-zf1PxuzqT7E.en.vtt |
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| 04. ND320 C2 L0 04 Introduction To AI For 2D Medical Imaging Video-zf1PxuzqT7E.mp4 |
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| 04. ND320 C2 L1 05 Clinical Applications Of 2D Imaging Video Pt 1-VqdrQ94c39E.en.vtt |
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| 04. ND320 C2 L1 05 Clinical Applications Of 2D Imaging Video Pt 1-VqdrQ94c39E.mp4 |
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| 04. ND320 C2 L1 06 Clinical Applications Of 2D Imaging Video Pt 2-nbx4msfjd9k.en.vtt |
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| 04. ND320 C2 L1 06 Clinical Applications Of 2D Imaging Video Pt 2-nbx4msfjd9k.mp4 |
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| 04. ND320 C2 L1 07 Clinical Applications Of 2D Imaging Video Pt 3-SMJ1oe_tLYU.mp4 |
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| 04. ND320 C2 L3 04 Developing Your Intuition About Classification Model Development Video-TtBz1XCXdzA.en.vtt |
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| 04. ND320 C2 L3 04 Developing Your Intuition About Classification Model Development Video-TtBz1XCXdzA.mp4 |
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| 04. ND320 C2 L4 05 Intended Use And Indications For Use Walkthrough Pt 1-aNl6MP1TNNk.en.vtt |
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| 04. ND320 C2 L4 07 Intended Use And Indications For Use Walkthrough Pt 3-j3v_wjG9GPI.en.vtt |
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| 04. ND320 C2 L4 07 Intended Use And Indications For Use Walkthrough Pt 3-j3v_wjG9GPI.mp4 |
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| 04. ND320 C3 L0 05 State Of AI For Med Imaging-TBkMWYPKv7Y.en.vtt |
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| 04. ND320 C3 L0 05 State Of AI For Med Imaging-TBkMWYPKv7Y.mp4 |
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| 04. ND320 C3 L1 04 Who Uses 3D Medical Images--jWNmHfbOIb4.en.vtt |
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| 04. ND320 C3 L1 04 Who Uses 3D Medical Images--jWNmHfbOIb4.mp4 |
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| 04. ND320 C3 L2 04 Anatomy Of NIFTI File-j70WDviBTaw.en.vtt |
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| 04. ND320 C3 L2 04 Anatomy Of NIFTI File-j70WDviBTaw.mp4 |
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| 04. ND320 C3 L3 03.1 Exercise- Convolutions-EigHNL2UkGQ.en.vtt |
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| 04. ND320 C3 L3 03.1 Exercise- Convolutions-EigHNL2UkGQ.mp4 |
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| 04. ND320 C3 L4 04 Clinical Networks And Integration Points (Clinical Systems)-nRLaW3vrNHs.en.vtt |
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| 04. ND320 C3 L4 04 Clinical Networks And Integration Points (Clinical Systems)-nRLaW3vrNHs.mp4 |
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| 04. ND320 C3 L4 05 Clinical Networks And Integration Points (AI Integration)-dm8Ip8u7wfg.en.vtt |
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| 04. ND320 C3 L4 05 Clinical Networks And Integration Points (AI Integration)-dm8Ip8u7wfg.mp4 |
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| 04. ND320 C4 L0 04 Apple Heart Study Interpretation-HE5aFTEKwuE.en.vtt |
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| 04. ND320 C4 L0 04 Apple Heart Study Interpretation-HE5aFTEKwuE.mp4 |
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| 04. ND320 C4 L1 04 Time-Domain Plotting-GGE6UtMIdGc.en.vtt |
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| 04. ND320 C4 L1 05 Zero Crossing-utE-ELSINcw.en.vtt |
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| 04. ND320 C4 L1 05 Zero Crossing-utE-ELSINcw.mp4 |
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| 04. ND320 C4 L3 04 Exercise 1 Solution-6eqmSZ0Hwos.en.vtt |
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| 04. ND320 C4 L3 04 Exercise 1 Solution-6eqmSZ0Hwos.mp4 |
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| 04. ND320 C4 L4 03 Pan-Tompkins Algorithm-8fb5IJjV-Yo.en.vtt |
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| 04. ND320 C4 L4 03 Pan-Tompkins Algorithm-8fb5IJjV-Yo.mp4 |
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| 04. NIFTI File Format.html |
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| 04. Pan-Tompkins QRS Detection.html |
8.81KB |
| 04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt |
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| 04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt |
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| 04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt |
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| 04. Plotting Signals In Time-domain.html |
9.29KB |
| 04. Section 2 Training a Segmentation CNN.html |
13.07KB |
| 04. Storing and Accessing PHI Data.html |
10.93KB |
| 04. Test Your Algorithm.html |
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| 04. Who uses 3D Medical Images.html |
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| 04. Why is AI for 3D med imaging important.html |
9.50KB |
| 05. Classification Summary.html |
9.56KB |
| 05. Clinical Applications Quizzes.html |
11.03KB |
| 05. Common EHR Model Evaluation Metrics Exercise.html |
8.07KB |
| 05. Course Content.html |
10.68KB |
| 05. Developer Workflow.html |
9.01KB |
| 05. DICOM Standard Exercise.html |
9.64KB |
| 05. Differentiate Between Models.html |
12.53KB |
| 05. Example Clinical Scenario.html |
11.83KB |
| 05. Exercise 1 Solution.html |
9.37KB |
| 05. Feature Extraction I.html |
12.45KB |
| 05. Grouping codes Walkthrough.html |
11.06KB |
| 05. History.html |
7.84KB |
| 05. How to Convert to Longitudinal Level.html |
9.98KB |
| 05. Intended Use and Clinical Impact Quizzes.html |
10.78KB |
| 05. ND320 AIHCND C01 L00 A05 What Are The Relevant Tools That Students Will Use--iyuIS7ZtFs8.en.vtt |
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| 05. ND320 AIHCND C01 L00 A05 What Are The Relevant Tools That Students Will Use--iyuIS7ZtFs8.mp4 |
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| 05. ND320 AIHCND C01 L01 A05 PII Video Solution V2-qWIjLp7Vj8U.en.vtt |
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| 05. ND320 AIHCND C01 L02 A05 Grouping Codes-5u7O2sxM3X8.en.vtt |
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| 05. ND320 AIHCND C01 L03 A05 Convert Longitudinal V2-5pZsu0pSrXw.en.vtt |
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| 05. ND320 AIHCND C01 L03 A05 Convert Longitudinal V2-5pZsu0pSrXw.mp4 |
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| 05. ND320 C2 L0 05 History Of AI For Medical Imaging Video-WsTuFTALAeo.en.vtt |
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| 05. ND320 C2 L0 05 History Of AI For Medical Imaging Video-WsTuFTALAeo.mp4 |
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| 05. ND320 C2 L3 05 Differentiating Between Types Of Models Walkthrough Pt 1-nRqfnjPO8X8.en.vtt |
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| 05. ND320 C2 L3 06 Differentiating Between Types Of Models Walkthrough Pt 2-0JGyf23SrZU.en.vtt |
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| 05. ND320 C2 L3 07 Differentiating Between Types Of Models Walkthrough Pt 3-WblSZZgZEOQ.en.vtt |
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| 05. ND320 C3 L0 03 Course Content-dGJpV_SPGts.en.vtt |
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| 05. ND320 C3 L1 05 Example Clinical Scenario 1-BA7lAQiDA6k.en.vtt |
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| 05. ND320 C3 L1 06 Example Clinical Scenario 2-OEpr6ONXW8E.en.vtt |
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| 05. ND320 C3 L2 05.1 Viewing Images Pt 2-vzHwJztSyt8.en.vtt |
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| 05. ND320 C3 L2 05 Viewing Images Pt 1-r3KFUtWvVco.en.vtt |
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| 05. ND320 C3 L2 05 Viewing Images Pt 1-r3KFUtWvVco.mp4 |
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| 05. ND320 C3 L4 06 Requirements For Integration Of AI Algo-_nQP7fu5QPU.en.vtt |
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| 05. ND320 C3 L4 06 Requirements For Integration Of AI Algo-_nQP7fu5QPU.mp4 |
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| 05. ND320 C4 L1 06 Comparing 2 Plots-MFNXivoCa7Q.en.vtt |
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| 05. ND320 C4 L2 04 Exercise 1 Walkthrough-iG30q6U0TMM.en.vtt |
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| 05. ND320 C4 L3 05 Feature Creation-S02ESJAPztg.en.vtt |
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| 05. ND320 C4 L3 05 Feature Creation-S02ESJAPztg.mp4 |
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| 05. ND320 C4 L3 06 Feature Extraction Walkthrough-fveNx3NVGqM.en.vtt |
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| 05. ND320 C4 L3 06 Feature Extraction Walkthrough-fveNx3NVGqM.mp4 |
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| 05. ND320 C4 L4 04 Pan-Tompkins In Code-oNFyQT--irs.en.vtt |
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| 05. ND320 C4 L4 04 Pan-Tompkins In Code-oNFyQT--irs.mp4 |
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| 05. Pan-Tompkins In Code.html |
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| 05. Part 2 Overview _ Instructions.html |
10.58KB |
| 05. PII Data Solution.html |
7.18KB |
| 05. Relevant Tools for AI and EHR.html |
10.72KB |
| 05. Requirements for Integration.html |
11.51KB |
| 05. Time-domain Plotting Continued.html |
11.37KB |
| 05. Use Your Elevator Pitch on LinkedIn.html |
9.77KB |
| 05. Viewing 3D Medical Images.html |
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| 05. Workspace for Section 2.html |
7.45KB |
| 06. Clinical Application.html |
6.81KB |
| 06. Clinical Applications Exercise.html |
9.11KB |
| 06. Clinical Network Architecture Summary.html |
10.14KB |
| 06. Common EHR Model Evaluation Metrics Solution.html |
8.71KB |
| 06. Course Project Preview.html |
6.29KB |
| 06. Create Your Profile With SEO In Mind.html |
9.47KB |
| 06. Diagnosis Code Grouping Exercise.html |
7.49KB |
| 06. DICOM Standard Exercise Solution.html |
8.82KB |
| 06. Differentiate Between Models Quizzes.html |
11.71KB |
| 06. Exercise 1 Choosing a Clinical Problem.html |
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| 06. Exercise 1 Extend the Pan-Tompkins Algorithm.html |
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| 06. Exercise 1 Load Image.html |
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| 06. Exercise 1 Plotting.html |
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| 06. Exercise 2 Feature Extraction.html |
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| 06. Importance of AI.html |
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| 06. Importance of EDA.html |
12.51KB |
| 06. Intended Use and Clinical Impact Exercise.html |
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| 06. ND320 AIHCND C01 L00 A06 Project Introduction-qRlB7WtRV5Q.en.vtt |
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| 06. ND320 AIHCND C01 L00 A06 Project Introduction-qRlB7WtRV5Q.mp4 |
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| 06. ND320 AIHCND C01 L01 A06 Importance Of EDA V2-QFFYldALaCI.en.vtt |
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| 06. ND320 AIHCND C01 L01 A06 Importance Of EDA V2-QFFYldALaCI.mp4 |
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| 06. ND320 AIHCND C01 L04 A05 Common EHR Model Evaluation Metrics Solution-vzpjojmD7F0.en.vtt |
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| 06. ND320 AIHCND C01 L04 A05 Common EHR Model Evaluation Metrics Solution-vzpjojmD7F0.mp4 |
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| 06. ND320 C2 L0 06 AI For Medical Imaging Is Important Video-8Pg-3b-Xj-w.en.vtt |
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| 06. ND320 C2 L0 06 AI For Medical Imaging Is Important Video-8Pg-3b-Xj-w.mp4 |
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| 06. ND320 C2 L2 08 The DICOM Standard And 2D Imaging Exercise Solution Video-FxWabMzwkYE.en.vtt |
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| 06. ND320 C2 L2 08 The DICOM Standard And 2D Imaging Exercise Solution Video-FxWabMzwkYE.mp4 |
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| 06. ND320 C3 L0 06 Tools Used In The Course-aF1htPzHlTQ.en.vtt |
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| 06. ND320 C3 L0 06 Tools Used In The Course-aF1htPzHlTQ.mp4 |
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| 06. ND320 C3 L3 05 Segmentation Problems--pLpFynZiiGk.en.vtt |
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| 06. ND320 C3 L3 05 Segmentation Problems--pLpFynZiiGk.mp4 |
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| 06. ND320 C4 L0 05 Recap-weSsOqeV14E.en.vtt |
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| 06. ND320 C4 L0 05 Recap-weSsOqeV14E.mp4 |
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| 06. ND320 C4 L2 05 PPG Sensor-PBrbk7-oPR4.mp4 |
11.42MB |
| 06. PPG Sensor.html |
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| 06. Relevant tools.html |
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| 06. Section 3 Integrating into a Clinical Network.html |
18.77KB |
| 06. Segmentation.html |
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| 06. Select Last Encounter Exercise.html |
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| 06. Summary.html |
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| 07. Clinical Applications Exercise Solution.html |
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| 07. Conclusion.html |
7.44KB |
| 07. Course Introduction Wrap-up.html |
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| 07. Dataset Schema Analysis.html |
19.59KB |
| 07. Demographic Bias Analysis.html |
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| 07. Diagnosis Code Grouping Solution.html |
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| 07. Differentiate Between Models Exercise.html |
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| 07. Exercise 1 Solution.html |
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| 07. Exercise 1 Solution.html |
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| 07. Exercise 1 Solution.html |
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| 07. Exercise 2 PPG Peaks.html |
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| 07. Explore 2D Imaging Properties.html |
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| 07. Feature Extraction Continued....html |
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| 07. Important Parameters of 3D Medical Images.html |
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| 07. Intended Use and Clinical Impact Exercise Solution.html |
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| 07. Let’s get started!.html |
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| 07. ND320 AIHCND C01 L00 A07 Lesson Recap V2-FjdSkbu7kz4.en.vtt |
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| 07. ND320 AIHCND C01 L00 A07 Lesson Recap V2-FjdSkbu7kz4.mp4 |
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| 07. ND320 AIHCND C01 L01 A07 Dataset Schema Analysis-hksgY-J4lWM.en.vtt |
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| 07. ND320 AIHCND C01 L01 A07 Dataset Schema Analysis-hksgY-J4lWM.mp4 |
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| 07. ND320 AIHCND C01 L02 A06 Exercise 1 Diagnosis Code Grouping-IbfM3RASER0.en.vtt |
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| 07. ND320 AIHCND C01 L02 A06 Exercise 1 Diagnosis Code Grouping-IbfM3RASER0.mp4 |
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| 07. ND320 AIHCND C01 L03 A06 Longitudinal Representation Solution-Xmg0lCaQMD4.en.vtt |
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| 07. ND320 AIHCND C01 L03 A06 Longitudinal Representation Solution-Xmg0lCaQMD4.mp4 |
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| 07. ND320 AIHCND C01 L04 A06 Demographic Bias Analysis-xrELV6dnWuA.en.vtt |
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| 07. ND320 AIHCND C01 L04 A06 Demographic Bias Analysis-xrELV6dnWuA.mp4 |
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| 07. ND320 C2 L0 07 When To Use Or Not Use AI In Medical Imaging Video-5WKhw_IijDI.en.vtt |
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| 07. ND320 C2 L0 07 When To Use Or Not Use AI In Medical Imaging Video-5WKhw_IijDI.mp4 |
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| 07. ND320 C2 L2 09 Exploring 2D Imaging Properties Video Pt 1-hP7BaRiPd5M.en.vtt |
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| 07. ND320 C2 L2 09 Exploring 2D Imaging Properties Video Pt 1-hP7BaRiPd5M.mp4 |
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| 07. ND320 C2 L2 10 Exploring 2D Imaging Properties Video Pt 2-VCn6mDmQreo.en.vtt |
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| 07. ND320 C2 L2 10 Exploring 2D Imaging Properties Video Pt 2-VCn6mDmQreo.mp4 |
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| 07. ND320 C3 L0 07 Summary Of The Introduction-SMJwx5H2NfE.en.vtt |
781B |
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| 07. ND320 C3 L2 06 Important Parameters Of 3D Medical Images--16DOQebcfY.en.vtt |
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| 07. ND320 C3 L2 06 Important Parameters Of 3D Medical Images--16DOQebcfY.mp4 |
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| 07. ND320 C3 L3 06 Segmentation Methods-dKXvycB7d7k.en.vtt |
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| 07. ND320 C3 L3 06 Segmentation Methods-dKXvycB7d7k.mp4 |
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| 07. ND320 C3 L4 07 Why Tools--DJdgSOAzv5Y.en.vtt |
870B |
| 07. ND320 C3 L4 07 Why Tools--DJdgSOAzv5Y.mp4 |
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| 07. ND320 C4 L1 07 Plotting Exercise Walkthrough-r8TUTSiA6vQ.en.vtt |
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| 07. ND320 C4 L3 07 Feature Extraction Continued-JjSgg3MjBpg.en.vtt |
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| 07. ND320 C4 L3 08 Feature Extraction-Ssycf56WjLw.en.vtt |
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10.30MB |
| 07. ND320 C4 L4 05 Exercise Walkthrough--OOiZyOWmuU.en.vtt |
6.91KB |
| 07. ND320 C4 L4 05 Exercise Walkthrough--OOiZyOWmuU.mp4 |
17.78MB |
| 07. Profile Essentials.html |
11.27KB |
| 07. Segmentation Methods.html |
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| 07. Select Last Encounter Solution.html |
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| 07. Tools of the Trade - Intro.html |
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| 07. When to Use AI.html |
8.21KB |
| 07. Workspace for Section 3.html |
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| 08. Activity Classification.html |
13.97KB |
| 08. Algorithmic Limitations.html |
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| 08. Apply Machine Learning .html |
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| 08. Atrial Fibrillation.html |
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| 08. Basic DICOM Volume EDA.html |
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| 08. Business Stakeholders.html |
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| 08. Clinical Section Outro.html |
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| 08. Closing Remarks.html |
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| 08. Dataset Splitting Without Data Leakage.html |
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| 08. Demographic Bias Analysis Walkthrough.html |
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| 08. Differentiate Between Models Exercise Solution.html |
11.93KB |
| 08. Exercise 2 Segmentation Hands On.html |
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| 08. Exercise 2 Solution.html |
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| 08. Explore 2D Imaging Properties Quizzes.html |
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| 08. Interpolation.html |
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| 08. ND320 AIHCND C01 L01 A08 Value Distributions-qs_YRednOEY.en.vtt |
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| 08. ND320 AIHCND C01 L02 A07 Prodedure Codes-g5pWanBrvSc.en.vtt |
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| 08. ND320 AIHCND C01 L03 A07 Dataset Splitting Without Data Leakage-QuxCwVxMA8s.en.vtt |
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| 08. ND320 AIHCND C01 L03 A07 Dataset Splitting Without Data Leakage-QuxCwVxMA8s.mp4 |
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| 08. ND320 AIHCND C01 L04 A07 Demographic Bias Analysis-qafhOMwyd2k.en.vtt |
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| 08. ND320 AIHCND C01 L04 A07 Demographic Bias Analysis-qafhOMwyd2k.mp4 |
5.21MB |
| 08. ND320 C2 L0 08 Business Stakeholders Video-xFXxo9rb2wQ.en.vtt |
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| 08. ND320 C2 L1 10 Machine Learning Applied To 2D Medical Imaging Pt 1-7oNihzu6Xc4.en.vtt |
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| 08. ND320 C2 L1 11 Machine Learning Applied To 2D Medical Imaging Pt 2-2NhapgAZjKo.en.vtt |
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| 08. ND320 C2 L1 12 Machine Learning Applied To 2D Medical Imaging Pt 3-xzS5BlWdbbU.en.vtt |
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| 08. ND320 C2 L3 08 Differentiating Between Types Of Models Exercise Solution Video-dGrp1mlL3Bk.en.vtt |
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| 08. ND320 C2 L3 08 Differentiating Between Types Of Models Exercise Solution Video-dGrp1mlL3Bk.mp4 |
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| 08. ND320 C2 L4 09 Algorithmic Limitations Walkthrough-2_TffCcvthY.en.vtt |
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| 08. ND320 C2 L4 09 Algorithmic Limitations Walkthrough-2_TffCcvthY.mp4 |
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| 08. ND320 C3 L1 07 Mazen Outro--HS5lxHHSfg.en.vtt |
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| 08. ND320 C3 L1 07 Mazen Outro--HS5lxHHSfg.mp4 |
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| 08. ND320 C3 L2 07 Basic DICOM Volume EDA-WArVyluv3kM.en.vtt |
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| 08. ND320 C3 L2 07 Basic DICOM Volume EDA-WArVyluv3kM.mp4 |
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| 08. ND320 C3 L4 09 Scripting-l5PizNCrQkM.en.vtt |
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| 08. ND320 C3 L4 09 Scripting-l5PizNCrQkM.mp4 |
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| 08. ND320 C4 L1 08 Resampling - Interpolation-RfltUSOwWvE.mp4 |
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| 08. ND320 C4 L1 09 Non-Uniform Sampling--XDlFD5j4Rc.mp4 |
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| 08. ND320 C4 L2 06 Exercise 2 Walkthrough-V0Gpds9E848.mp4 |
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| 08. ND320 C4 L3 09 Activity Classifier-fZXNoeq1ezg.en.vtt |
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| 08. ND320 C4 L3 09 Activity Classifier-fZXNoeq1ezg.mp4 |
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| 08. ND320 C4 L3 10 Leave-One-Subject-Out Cross Validation-xcE_k8K5wPY.en.vtt |
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| 08. ND320 C4 L3 10 Leave-One-Subject-Out Cross Validation-xcE_k8K5wPY.mp4 |
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| 08. ND320 C4 L4 06 Atrial Fibrillation Physiology-VGi988eAI0I.en.vtt |
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| 08. ND320 C4 L4 06 Atrial Fibrillation Physiology-VGi988eAI0I.mp4 |
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| 08. Procedure Codes.html |
25.35KB |
| 08. Tools of the Trade - Scripting.html |
10.31KB |
| 08. Value Distributions.html |
10.34KB |
| 08. Work Experiences _ Accomplishments.html |
9.80KB |
| 09. Algorithmic Limitations Quizzes.html |
10.45KB |
| 09. Apply Machine Learning Quizzes.html |
10.85KB |
| 09. Arrhythmia Detection Dataset.html |
10.27KB |
| 09. Build and Strengthen Your Network.html |
10.65KB |
| 09. Creating Ground Truth For Segmentation.html |
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| 09. Demographic Bias Analysis Exercise.html |
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| 09. Exercise 1 Scripting for DICOM Networks.html |
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| 09. Exercise 2 3D Volume MPR.html |
8.50KB |
| 09. Explore 2D Imaging Properties Exercise.html |
9.74KB |
| 09. How to Split Dataset at Patient Level.html |
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| 09. Hyperparameter Tuning _ Regularization.html |
8.19KB |
| 09. Interpolation in Review.html |
10.44KB |
| 09. Missing Values and Outliers.html |
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| 09. ND320 AIHCND C01 L01 A09 Analyzing Dataset For Missing Values And Imputing Methods-buYLp8uczcI.en.vtt |
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| 09. ND320 AIHCND C01 L01 A09 Analyzing Dataset For Missing Values And Imputing Methods-buYLp8uczcI.mp4 |
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| 09. ND320 AIHCND C01 L03 A08 How To Split Dataset Without Data Leakage-PRrmAYz7sRU.en.vtt |
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| 09. ND320 AIHCND C01 L03 A08 How To Split Dataset Without Data Leakage-PRrmAYz7sRU.mp4 |
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| 09. ND320 C2 L0 10 Project- Pneumonia Detection From X-Ray Images Video-3W3YTPxL9KI.en.vtt |
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| 09. ND320 C2 L0 10 Project- Pneumonia Detection From X-Ray Images Video-3W3YTPxL9KI.mp4 |
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| 09. ND320 C2 L3 09 Splitting Your Dataset For Model Development Walkthrough-cOnrDodXOxo.en.vtt |
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| 09. ND320 C2 L3 09 Splitting Your Dataset For Model Development Walkthrough-cOnrDodXOxo.mp4 |
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| 09. ND320 C3 L1 08 Ivan Intro-3uoHmcjruzQ.en.vtt |
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| 09. ND320 C3 L1 08 Ivan Intro-3uoHmcjruzQ.mp4 |
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| 09. ND320 C3 L1 09 Physical Principles Of CT Scanner-VOQZng6b9Vo.en.vtt |
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| 09. ND320 C3 L1 09 Physical Principles Of CT Scanner-VOQZng6b9Vo.mp4 |
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| 09. ND320 C3 L3 07 Creating Ground Truth For Segmentation-bRaBYLk0dpQ.en.vtt |
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| 09. ND320 C3 L3 07 Creating Ground Truth For Segmentation-bRaBYLk0dpQ.mp4 |
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| 09. ND320 C4 L3 11 Hyperparameter Tuning-nsDnNc9zFSk.en.vtt |
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| 09. ND320 C4 L3 11 Hyperparameter Tuning-nsDnNc9zFSk.mp4 |
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| 09. ND320 C4 L4 07 AF Detection - Physionet-_E8zA1VDgfM.en.vtt |
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| 09. ND320 C4 L4 08 AF Detection - Data Exploration-DbC7fBVwfu4.en.vtt |
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| 09. ND320 C4 L4 08 AF Detection - Data Exploration-DbC7fBVwfu4.mp4 |
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| 09. Physical Principles of CT Scanners.html |
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| 09. PPG SNR.html |
11.17KB |
| 09. Procedure Code Grouping Exercise.html |
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| 09. Project Pneumonia Detection from X-Ray Images.html |
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| 09. Split Dataset for Model Development.html |
11.80KB |
| 1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url |
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| 10. Algorithmic Limitations Exercise.html |
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| 10. Analyzing Dataset for High Cardinality.html |
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| 10. Apply Machine Learning Exercise.html |
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| 10. Arrhythmia Detection Features.html |
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| 10. Basic 3D DICOM Dataset EDA.html |
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| 10. Cross-Validation and Feature Importance.html |
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| 10. Data Splitting Exercise.html |
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| 10. Demographic Bias Analysis Solution.html |
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| 10. Evaluating Performance as Data Scientist.html |
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| 10. Exercise 2 Computing a Sinogram.html |
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| 10. Exercise 2 Interpolation.html |
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| 10. Exercise 3 PPG SNR.html |
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| 10. Explore 2D Imaging Properties Exercise Solution.html |
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| 10. ND320 AIHCND C01 L01 A10 Analyzing Dataset For High Cardinality-g2wPikiYyuM.en.vtt |
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| 10. ND320 AIHCND C01 L01 A10 Analyzing Dataset For High Cardinality-g2wPikiYyuM.mp4 |
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| 10. ND320 AIHCND C01 L02 A08 Exercise 2 Procedure Code Grouping-jwuZhZjqQj4.en.vtt |
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| 10. ND320 AIHCND C01 L02 A08 Exercise 2 Procedure Code Grouping-jwuZhZjqQj4.mp4 |
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| 10. ND320 AIHCND C01 L04 A08 Demographic Bias Analysis Solution-E07jsC2ITrM.en.vtt |
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| 10. ND320 AIHCND C01 L04 A08 Demographic Bias Analysis Solution-E07jsC2ITrM.mp4 |
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| 10. ND320 C2 L0 11 Recap Video-9__L2yRyoM8.en.vtt |
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| 10. ND320 C2 L0 11 Recap Video-9__L2yRyoM8.mp4 |
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| 10. ND320 C3 L1 10.1 Exercise- CT Backprojection Solution Walkthrough-qULC4H62aig.en.vtt |
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| 10. ND320 C3 L1 10.1 Exercise- CT Backprojection Solution Walkthrough-qULC4H62aig.mp4 |
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| 10. ND320 C3 L1 10 Exercise- Compute A Sinogram - Intro-Ch0gnb4sGiY.en.vtt |
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| 10. ND320 C3 L1 10 Exercise- Compute A Sinogram - Intro-Ch0gnb4sGiY.mp4 |
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| 10. ND320 C3 L2 08 Volume Dataset EDA-U9Up7KUeNuw.en.vtt |
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| 10. ND320 C3 L2 08 Volume Dataset EDA-U9Up7KUeNuw.mp4 |
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| 10. ND320 C3 L3 08 Performance Evaluation - Data Scientist Perspective-5IaZNkLiGKY.en.vtt |
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| 10. ND320 C3 L3 08 Performance Evaluation - Data Scientist Perspective-5IaZNkLiGKY.mp4 |
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| 10. ND320 C3 L4 08 Radiologist_S Tools-xHoV0MZlGHw.en.vtt |
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| 10. ND320 C3 L4 08 Radiologist_S Tools-xHoV0MZlGHw.mp4 |
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| 10. ND320 C4 L3 12 Nested Cross-Validation-JoABAPvHXIQ.en.vtt |
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| 10. ND320 C4 L3 12 Nested Cross-Validation-JoABAPvHXIQ.mp4 |
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| 10. ND320 C4 L3 13 Feature Importance-ShE5zyg0l9s.en.vtt |
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| 10. ND320 C4 L3 13 Feature Importance-ShE5zyg0l9s.mp4 |
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| 10. ND320 C4 L4 09 AF Detection - Features-cZlSn4Lylhg.en.vtt |
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| 10. ND320 C4 L4 09 AF Detection - Features-cZlSn4Lylhg.mp4 |
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| 10. Procedure Code Grouping Solution.html |
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| 10. Reaching Out on LinkedIn.html |
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| 10. Recap.html |
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| 10. Split Dataset for Model Development Quizzes.html |
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| 10. Tools of the Trade - A Radiologists in Action.html |
10.66KB |
| 11. Algorithmic Limitations Exercise Solution.html |
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| 11. Analyze Dataset - Exercise.html |
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| 11. Apply Machine Learning Exercise Solution.html |
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| 11. Boost Your Visibility.html |
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| 11. Data Splitting Solution.html |
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| 11. Evaluating Performance as a Clinician.html |
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| 11. Exercise 2 Arrhythmia Features.html |
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| 11. Exercise 2 Solution.html |
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| 11. Exercise 2 Solution.html |
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| 11. Exercise 3 3D Dataset EDA and Curation.html |
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| 11. Exercise 3 Solution.html |
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| 11. Good Luck.html |
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| 11. Hyperparameter Tuning in Review.html |
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| 11. Medication Codes.html |
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| 11. ND320 AIHCND C01 L02 A09 Medication Codes V2-3EWuX8eCVEs.en.vtt |
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| 11. ND320 AIHCND C01 L02 A09 Medication Codes V2-3EWuX8eCVEs.mp4 |
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| 11. ND320 AIHCND C01 L03 A09 Dataset Splitting Without Data Leakage Quiz Solution-rQW214mrZMM.en.vtt |
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| 11. ND320 AIHCND C01 L03 A09 Dataset Splitting Without Data Leakage Quiz Solution-rQW214mrZMM.mp4 |
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| 11. ND320 AIHCND C01 L04 A09 Uncertainty Estimation-rSpzX6xijQg.en.vtt |
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| 11. ND320 AIHCND C01 L04 A09 Uncertainty Estimation-rSpzX6xijQg.mp4 |
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| 11. ND320 C2 L0 12 Good Luck-BxdlbI0TOs8.en.vtt |
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| 11. ND320 C2 L0 12 Good Luck-BxdlbI0TOs8.mp4 |
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| 11. ND320 C2 L1 14 Machine Learning Applied To 2D Medical Imaging Exercise Solution Video-xPm5u306EhY.en.vtt |
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| 11. ND320 C2 L1 14 Machine Learning Applied To 2D Medical Imaging Exercise Solution Video-xPm5u306EhY.mp4 |
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| 11. ND320 C2 L2 13 Preparing DICOM Images For Machine Learning Video-UDFKqT0w174.en.vtt |
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| 11. ND320 C2 L2 13 Preparing DICOM Images For Machine Learning Video-UDFKqT0w174.mp4 |
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| 11. ND320 C3 L1 11 Exercise- Compute A Sinogram - Solution-wsxt6ZxCRYs.en.vtt |
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| 11. ND320 C3 L1 11 Exercise- Compute A Sinogram - Solution-wsxt6ZxCRYs.mp4 |
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| 11. ND320 C3 L3 09 Performance Evaluation-18c8fjD-EBQ.en.vtt |
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| 11. ND320 C3 L3 09 Performance Evaluation-18c8fjD-EBQ.mp4 |
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| 11. ND320 C3 L4 10 Viewing - Web-zyALJQ7hNjI.en.vtt |
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| 11. ND320 C3 L4 10 Viewing - Web-zyALJQ7hNjI.mp4 |
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| 11. ND320 C4 L1 10 Resampling Exercise Solution-O49HkDz-DwQ.mp4 |
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| 11. ND320 C4 L2 07 Exercise 3 Walkthrough-gQUNhJk2doc.en.vtt |
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| 11. ND320 C4 L2 07 Exercise 3 Walkthrough-gQUNhJk2doc.mp4 |
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| 11. Prepare DICOM Images for ML.html |
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| 11. Split Dataset for Model Development Exercise.html |
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| 11. Tools of the Trade - Viewers - OHIF.html |
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| 11. Uncertainty Estimation.html |
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| 12. Analyze Dataset - Solution.html |
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| 12. CT Scanners Summary.html |
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| 12. ECG Sensor.html |
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| 12. ETL with TensorFlow Dataset API.html |
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| 12. Exercise 2 Solution.html |
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| 12. Exercise 3 A Quirk in the Dataset.html |
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| 12. Exercise 3 Measuring Performance.html |
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| 12. Fourier Transform.html |
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| 12. GroupingCategorizing Systems.html |
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| 12. Lesson Summary.html |
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| 12. ND320 AIHCND C01 L01 A11 EDA Exercise-Nwlb9H2pDEs.en.vtt |
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| 12. ND320 AIHCND C01 L01 A11 EDA Exercise-Nwlb9H2pDEs.mp4 |
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| 12. ND320 AIHCND C01 L02 A10 Utilizing Grouping Categorizing Systems V2-UmRyFJ8DdQo.en.vtt |
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| 12. ND320 AIHCND C01 L02 A10 Utilizing Grouping Categorizing Systems V2-UmRyFJ8DdQo.mp4 |
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| 12. ND320 AIHCND C01 L03 A10 ETL With Tensorflow Dataset API-zoEkxDWEd8Y.en.vtt |
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| 12. ND320 AIHCND C01 L03 A10 ETL With Tensorflow Dataset API-zoEkxDWEd8Y.mp4 |
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| 12. ND320 AIHCND C01 L04 A10 Train Uncertainty Estimation Model With TF Probability-8GQktML4aU4.en.vtt |
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| 12. ND320 AIHCND C01 L04 A10 Train Uncertainty Estimation Model With TF Probability-8GQktML4aU4.mp4 |
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| 12. ND320 C2 L1 15 Assessing Performance Of Machine Learning Algorithms For 2D Imaging Video-c0gF0BH71Zw.en.vtt |
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| 12. ND320 C2 L1 15 Assessing Performance Of Machine Learning Algorithms For 2D Imaging Video-c0gF0BH71Zw.mp4 |
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| 12. ND320 C2 L4 11 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 1-uzO_dx7nzeQ.en.vtt |
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| 12. ND320 C2 L4 11 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 1-uzO_dx7nzeQ.mp4 |
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| 12. ND320 C2 L4 12 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 2-7O2wX27ZTs8.en.vtt |
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| 12. ND320 C3 L1 12 CT Scanners- Exercise Summary, Hounsfield Units-h6sXx2wziXE.en.vtt |
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| 12. ND320 C3 L1 12 CT Scanners- Exercise Summary, Hounsfield Units-h6sXx2wziXE.mp4 |
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| 12. ND320 C3 L2 09 Summary Of The 3D Imaging EDA Lesson-6jhBwYM--Fc.en.vtt |
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| 12. ND320 C3 L2 09 Summary Of The 3D Imaging EDA Lesson-6jhBwYM--Fc.mp4 |
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| 12. ND320 C3 L4 11 Viewing - Slicer-5tPt6OMnL10.en.vtt |
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| 12. ND320 C4 L1 11 Fourier Transform Intuition-zPLA6IgfQ_4.en.vtt |
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| 12. ND320 C4 L1 12 Nyquist Frequency-YQdwnRBy6SE.en.vtt |
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| 12. ND320 C4 L2 08 ECG Sensors-uSJb9ZBDTnU.en.vtt |
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| 12. ND320 C4 L4 10 AFib Detection Model-Qr4Erwd5mXk.en.vtt |
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| 12. ND320 C4 L4 10 AFib Detection Model-Qr4Erwd5mXk.mp4 |
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| 12. Performance of ML.html |
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| 12. Prepare DICOM Images for ML Quizzes.html |
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| 12. Split Dataset for Model Development Exercise Solution.html |
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| 12. Tools of the Trade - Viewers - 3D Slicer.html |
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| 12. Train Uncertainty Estimation Model Walkthrough.html |
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| 12. Translate Performance into Clinical Utility.html |
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| 12. Up Next.html |
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| 13. Apple Heart Study - Revisited.html |
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| 13. Demographic Analysis.html |
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| 13. Exercise 2 Creating Ground Truth with Slicer.html |
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| 13. Exercise 3 Atrial Fibrillation.html |
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| 13. Exercise 3 Solution.html |
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| 13. Fourier Transform In Practice.html |
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| 13. Group or Categorize Procedures Exercise.html |
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| 13. Lesson Summary and Looking Beyond.html |
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| 13. ND320 AIHCND C01 L01 A12 Demographic Analysis-FySSiOWg2UA.en.vtt |
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| 13. ND320 AIHCND C01 L03 A11 Transform Preprocess Numerical Features With Feature Column API-OYOViyAohDg.en.vtt |
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| 13. ND320 C2 L3 11.1 Obtaining A Gold Standard Walkthrough Pt 2-Y1YtgNaJUwA.en.vtt |
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| 13. ND320 C3 L1 13 Physical Principles Of MR Scanners-R_erN8yoQCQ.en.vtt |
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| 13. ND320 C3 L3 10 Summary-rOizCQRtcNk.en.vtt |
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| 13. ND320 C4 L1 13 Fourier Transform In Practice-3IWA8tMxxTA.en.vtt |
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| 13. ND320 C4 L1 14 Inverse FFT-W-5uoeNYFwM.en.vtt |
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| 13. ND320 C4 L2 09 Apple Heart Study Part II-zaFuasewbE8.en.vtt |
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| 13. Numerical Features _ Feature Column API.html |
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| 13. Obtaining a Gold Standard.html |
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| 13. Performance of ML Quizzes.html |
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| 13. Physical Principles of MR Scanners.html |
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| 13. Translate Performance into Clinical Utility Quizzes.html |
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| 13. Uncertainty Estimation Exercise.html |
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| 14. Compare Demographics - Exercise.html |
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| 14. Group or Categorize Procedures Solution.html |
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| 14. MRI Gradients _ RF Pulses.html |
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| 14. ND320 C4 L2 10 Recap Intro To Sensors-9V-0O8RfVgw.en.vtt |
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| 14. Numerical Feature Column API Exercise.html |
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| 15. Compare Demographics - Solution.html |
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| 15. EHR Code Sets Recap.html |
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| 15. Exercise 3 The Fourier Transform.html |
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| 15. Exploring Population Metadata.html |
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| 15. Model Interpretability with Shapley Values.html |
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| 15. MRI K-space, Reconstruction, T1 and T2.html |
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| 15. ND320 AIHCND C01 L01 A13 Topic 5 Solution Demographic Analysis-UKJERWto6hQ.en.vtt |
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| 15. ND320 AIHCND C01 L01 A13 Topic 5 Solution Demographic Analysis-UKJERWto6hQ.mp4 |
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| 15. ND320 AIHCND C01 L02 A12 Lesson Overview V2--daJb_X1LDk.en.vtt |
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| 15. ND320 AIHCND C01 L04 A12 Model Interpretability With Shapley Values-_FdcZkAGWRk.en.vtt |
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| 15. ND320 C2 L2 16 Exploring Population Metadata Video-qitPZeqw_BM.en.vtt |
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| 15. ND320 C3 L1 14 K-Space, Reconstruction, T1 And T2 Sequences-G-VNEofjQaI.en.vtt |
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| 15. ND320 C3 L1 14 K-Space, Reconstruction, T1 And T2 Sequences-G-VNEofjQaI.mp4 |
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| 15. ND320 C3 L4 13 FDA _ Medical Device Leg-1CoxFsUnl7A.en.vtt |
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| 15. ND320 C3 L4 13 FDA _ Medical Device Leg-1CoxFsUnl7A.mp4 |
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| 15. ND320 C4 L4 12 Recap- ECG Signal Processing-nEg2YpvHNAU.en.vtt |
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| 15. ND320 C4 L4 12 Recap- ECG Signal Processing-nEg2YpvHNAU.mp4 |
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| 15. Numerical Features Solution.html |
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| 15. Obtaining a Gold Standard Exercise.html |
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| 15. Performance of ML Exercise Solution.html |
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| 15. Recap ECG Signal Processing.html |
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| 15. Regulatory Landscape Medical Devices.html |
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| 15. Translate Performance into Clinical Utility Solution.html |
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| 16. Building Models Recap.html |
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| 16. Categorical Features _ Feature Column API.html |
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| 16. Course Recap.html |
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| 16. Designing an FDA Validation Plan.html |
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| 16. Exercise 3 Solution.html |
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| 16. Exploring Population Metadata Quizzes.html |
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| 16. Lesson Recap.html |
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| 16. MR Scanners Summary.html |
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| 16. ND320 AIHCND C01 L01 A14 Lesson Recap V2-iouq2l-BUkY.en.vtt |
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| 16. ND320 AIHCND C01 L03 A13 Transform Preprocess Categorical Features With Feature Column API-ymL-vyz-RoU.en.vtt |
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| 16. ND320 AIHCND C01 L04 A13 Lesson Overview-Mm0Q8D_F3qc.en.vtt |
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| 16. ND320 C2 L1 18 Understanding Key Stakeholders - Clinical-XsdnG9RH0NY.en.vtt |
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| 16. ND320 C2 L4 14 Designing An FDA Validation Plan Walkthrough-qCBH4bEEgDQ.en.vtt |
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| 16. ND320 C3 L1 15 MRI Summary-PjJWKGkEr-4.en.vtt |
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| 16. ND320 C3 L4 14 FDA _ Medical Device Regulation (Process)-ECHmaWx4seo.en.vtt |
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| 16. ND320 C4 L1 15 Exercise 3 Solution-Vyp8TwbOi4E.en.vtt |
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| 16. ND320 C4 L4 13 Course Recap - Wearable Data-SOnmTveoGhs.en.vtt |
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| 16. Obtaining a Gold Standard Exercise Solution.html |
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| 16. Regulatory Landscape.html |
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| 16. Regulatory Landscape FDA Process.html |
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| 17. AI and EHR Recap.html |
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| 17. Categorical Features Exercise.html |
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| 17. Common 3D imaging data tasks.html |
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| 17. Designing an FDA Validation Plan Quizzes.html |
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| 17. Exploring Population Metadata Exercise.html |
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| 17. ND320 AIHCND C01 L04 A14 Course Recap V2-OGMn4oFkcHc.en.vtt |
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| 17. ND320 C3 L1 16 Common 3D Imaging Data Tasks - Intro-ukhHF9rtzTE.en.vtt |
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| 17. ND320 C4 L1 16 Frequency Domain-Ic-wqdanMh0.en.vtt |
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| 18. 3D Imaging Tasks Windowing.html |
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| 18. Categorical Features with Feature Column API Solution.html |
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| 18. Exercise 3 Anonymization.html |
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| 18. Exercise 4 Spectrograms.html |
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| 18. Exploring Population Metadata Exercise Solution.html |
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| 18. Image Pre-processing for Model Training Quizzes.html |
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| 18. ND320 AIHCND C01 L03 A14 Categorical Features With Feature Column API Exercise Solution-V6u7dPTsxYI.en.vtt |
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| 18. ND320 C3 L1 16.1 Common 3D Imaging Data Tasks - Windowing-ieW5Lf0EqLw.en.vtt |
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| 19. 3D Imaging Tasks MPR.html |
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| 19. Edge Case.html |
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| 19. Exercise 4 Solution.html |
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| 19. Image Pre-processing for Model Training Exercise.html |
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| 19. Transformations and Feature Engineering Recap.html |
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| 20. 3D Imaging Tasks 3D Reconstruction.html |
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| 20. Final Review.html |
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| 20. Final Review.html |
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| 20. Final Review.html |
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| 20. Harmonics.html |
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| 20. Image Pre-processing for Model Training Exercise Solution.html |
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| 20. ND320 C2 L3 14 Image Pre-Processing For Model Training Exercise Solution Video-eeGUYyYukm8.en.vtt |
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| 20. The End and Final Project.html |
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| 21. Fine-tuning CNNs for Classification.html |
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| 21. Lesson Conclusion.html |
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| 21. ND320 C2 L3 15 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 1-K9OnKsO9Wj4.mp4 |
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| 21. ND320 C2 L3 16 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 2-5N2yR83RTG0.en.vtt |
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| 21. ND320 C2 L3 16 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 2-5N2yR83RTG0.mp4 |
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| 22. Fine-tuning CNNs for Classification Quizzes.html |
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| 22. ND320 C3 L1 17 Exercise Intro-oqsqRDqbJh4.en.vtt |
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| 23. ND320 C3 L1 18 Exercise - Volumetric Rendering Solution Walkthrough-OapVS7XeJwo.en.vtt |
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| 23. ND320 C3 L1 18 Exercise - Volumetric Rendering Solution Walkthrough-OapVS7XeJwo.mp4 |
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| 24. 3D Imaging Tasks Summary.html |
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| 24. Fine-tuning CNNs for Classification Exercise Solution.html |
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| 25. Evaluating Your Model.html |
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| 25. Lesson Summary.html |
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| 25. ND320 C2 L3 18 Evaluating Your Model Walkthrough Pt 1-LEvBfBersuE.en.vtt |
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| 25. ND320 C2 L3 18 Evaluating Your Model Walkthrough Pt 1-LEvBfBersuE.mp4 |
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| 26. Evaluating Your Model Quizzes.html |
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| 27. Evaluating Your Model Exercise.html |
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| 28. Evaluating Your Model Exercise Solution.html |
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| 29. Final Review.html |
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| 3. (FTUApps.com) Download Cracked Developers Applications For Free.url |
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| 30. Lesson Conclusion.html |
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| 30. ND320 C2 L3 22 Lesson Conclusion-HvY3ibMRetY.en.vtt |
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| Project Description - Hippocampal Volume Quantification in Alzheimer_s Progression.html |
8.92KB |
| Project Description - Improve Your LinkedIn Profile.html |
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| Project Description - Motion Compensated Pulse Rate Estimation.html |
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| Project Description - Patient Selection for Diabetes Drug Testing.html |
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| Project Description - Pneumonia Detection From Chest X-Rays.html |
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