awesome-list-machine-learning-healthcare

A list of awesome resources on the application of machine learning in healthcare

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Awesome Machine Learning for Healthcare Awesome

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

Courses

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

Contribute

Contributions welcome! Read the contribution guidelines first.

License

CC0

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