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https://github.com/anmspro/ai-for-medicine-specialization

AI for Medicine Specialization - Coursera offered by deeplearning.ai
https://github.com/anmspro/ai-for-medicine-specialization

ai ai-for-medical-diagnosis ai-for-medical-prognosis ai-for-medical-treatment ai-for-medicine ai-for-medicine-coursera aiformedicine andrew-ng artificial-intelligence coursera coursera-ai-for-medicine coursera-deep-learning deeplearning deeplearning-ai keras sklearn

Last synced: 4 months ago
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AI for Medicine Specialization - Coursera offered by deeplearning.ai

Host: GitHub
URL: https://github.com/anmspro/ai-for-medicine-specialization
Owner: anmspro
License: gpl-3.0
Created: 2020-04-30T15:20:54.000Z (almost 5 years ago)
Default Branch: master
Last Pushed: 2020-07-23T11:10:48.000Z (over 4 years ago)
Last Synced: 2024-09-27T20:22:31.027Z (4 months ago)
Topics: ai, ai-for-medical-diagnosis, ai-for-medical-prognosis, ai-for-medical-treatment, ai-for-medicine, ai-for-medicine-coursera, aiformedicine, andrew-ng, artificial-intelligence, coursera, coursera-ai-for-medicine, coursera-deep-learning, deeplearning, deeplearning-ai, keras, sklearn
Language: Jupyter Notebook
Homepage: https://www.coursera.org/specializations/ai-for-medicine
Size: 12.6 MB
Stars: 120
Watchers: 7
Forks: 77
Open Issues: 6
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # AI for Medicine Specialization

**[AI for Medicine Specialization](https://www.coursera.org/specializations/ai-for-medicine?)**

+ **[AI for Medical Diagnosis](https://www.coursera.org/learn/ai-for-medical-diagnosis)**

  + [Week 1](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Diagnosis/Week%201)

    + Chest X-Ray Medical Diagnosis with Deep Learning

  + [Week 2](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Diagnosis/Week%202)

    + Evaluation of Diagnostic Models

  + [Week 3](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Diagnosis/Week%203)

    + Brain Tumor Auto-Segmentation for Magnetic Resonance Imaging (MRI)

+ **[AI for Medical Prognosis](https://www.coursera.org/learn/ai-for-medical-prognosis)**

  + [Week 1](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Prognosis/Week%201)

    + Diagnosing Diseases using Linear Risk Models

  + [Week 2](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Prognosis/Week%202)

    + Risk Models Using Machine Learning

  + [Week 3](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Prognosis/Week%203)

    + Non-Parametric Estimators for Survival Analysis

  + [Week 4](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Prognosis/Week%204)

    + Cox Proportional Hazards and Random Survival Forests

+ **[AI For Medical Treatment](https://www.coursera.org/learn/ai-for-medical-treatment)**

  + [Week 1](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Treatment/Week%201)

    + Treatment Effect Estimation

  + [Week 2](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Treatment/Week%202)

    + Medical Question Answering

  + [Week 3](https://github.com/anmspro/AI-for-Medicine-Specialization/tree/master/AI%20for%20Medical%20Treatment/Week%203)

    + ML Interpretation