Awesome Machine Learning for Healthcare

A list of awesome selected resources on the application of machine learning in healthcare including courses, key publications and conferences.

Courses

MIT Computational Systems Biology - Deep Learning in Life Sciences

MIT Machine Learning for Healthcare (Spring 2019)

Princeton Machine Learning for Health Care (Fall 2018)

MIT Machine Learning for Healthcare (Spring 2017 )

Stanford CS 273B Deep Learning in Genomics and Biomedicine (Fall 2016)

Conferences

Previous Conferencesawesome

2018 NeurIPS ML4H: Machine Learning for Health workshop

2018 Machine Learning for Healthcare

2017 NIPS ML4H: Machine Learning for Health workshop

2017 Machine Learning for Healthcare

Upcoming Conferences

Machine Learning for Healthcare (submission deadline: March 29th, 2019)

Introduction or Review articles

Machine Learning in Medicine

A primer on deep learning in genomics

A guide to deep learning in healthcare

The practical implementation of artificial intelligence technologies in medicine

High-performance medicine: the convergence of human and artificial intelligence

Deep Review: A collaboratively written review paper on deep learning, genomics, and precision medicine

Opportunities in Machine Learning for Healthcare

Journal Collections

JAMA - Deep Learning and Artificial Intelligence in Health Care

PLOS - Machine Learning in Health and Biomedicine

Nature Medicine - Digital Medicine

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License

To the extent possible under law, Xiaolei Zhang has waived all copyright and related or neighboring rights to this work.