This repository is meant to be an list of the all the relevant resources on applying machine learning to healthcare. If you see an article, repository, or other useful addition please make a pull request.
Dermatologist Level Skin Classification of skin cancer with deep neural networks
Medical Imaging with deep learning MIDL
Medical Imaging Summer School 2014
Medical Image Computing and Computer Assisted Intervention
Machine Learning in Medical Imaging
SIM Conference on Machine Intelligence in Medical Imaging
Medical Image Analysis Network (UK)
Analysing and Improving the Diagnosis of Ischaemic Heart Disease with Machine Learning NIH Article
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks published in MLR
Cardiologist level classification of arrhythmia (Stanford)
Machine Learning for Medicine MIT Course
Machine Learning for Healthcare Conference
2017 ICML Healthcare Related Talks
Machine Learning for Medical Diagnosis (PSU article 2006)
Deep Learning for Healthcare Review, Opportunities, Challenges published Oxford Academic.