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.
Natural Language Processing for Precision Medicine ACL 2017 Tutorial.
Regression tree methods for precision medicine talk by Wei-Yin Loh University of Wisconsin-Madison, USA.
Survey of Computational Methods for Drug Discovery
Dermatologist Level Skin Classification of skin cancer with deep neural networks
Overview of Deep Learning in Medical Imaging
Harvard Digital Doctor Symposium
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
Images Science Institute at Utrecht
Digital Mammography Recall Challenge
Kaggle 2017 Data Science Bowl-Lung diagnosis
LUNA 16
Kaggle 2016 Data Science Bowl-Measuring ejection fraction
Learning to read deep learning papers -i.e. dicussion of ChexNet by Stanford
Medical Image Analysis Network (UK)
Smart Hospital Hand Hygiene (Stanford)
Vision Based Prediction of ICU Mobility with RNNs
Dyanmic Bayesian Flu Forecasting
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
Machine Learning for Healthcare 2018
2017 ICML Healthcare Related Talks
Machine Learning for Medical Diagnosis PSU article 2006
Deep Learning for Healthcare Review, Opportunities, Challenges published Oxford Academic.
Companies are arranged alphabetical order.
