ai-virus

Master list of data and research on applying machine learning to COVID-19 and other viruses. For more general resources on deep learning in healthcare see the list here

Introduction

For an introduction see my article.

Other Master Lists/Groups

Data Against COVID-2019

Delphi team

MILA List

Drug Discovery and Structure

Articles

Deep Learning Based Drug Screening for Novel Coronavirus 2019-nCov

Predicting commercially available antiviral drugs that may act on the. novel coronavirus (2019-nCoV), Wuhan, China through a drug-target interaction deep learning model

Deepmind article on protein structure

Datasets

Coronavirus Genome Link (Requires a GisAid account, which unfortunately can be kind of a pain to get unless you have an academic affiliation)

Coronavirus Genmome Kaggle

Chemdiv Database Database of different chemical compounds.

Forecasting (flu spread, patient prognosis planning, etc)

London

Articles

Prediction of criticality in patients with severe Covid-19 infection using three clinical features: a machine learning-based prognostic model with clinical data in Wuhan

Finding an Accurate Early Forecasting Model from Small Dataset: A Case of 2019-nCoV Novel Coronavirus Outbreak

Data-Based Analysis, Modelling and Forecasting of the COVID-19 outbreak

Using Kalman Filters to predict spread of Coronavirus

Datasets

Canada COVID-2019 Data

Coronavirus Daily Data on Infection Rates

Coronavirus Global Spread Competition

Coronavirus California Spread Competition

Daily Dataset and Visualizer

CMU Website

Healthcare System Capacity

Imaging

Articles

Deep learning-based model for detecting 2019 novel coronavirus pneumonia on high-resolution computed tomography: a prospective study

A deep learning algorithm using CT images to screen for CoronaVirus Disease (COVID-19

Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia

Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis

Datasets

Coronavirus CT Collection

Defeat COVID 2019 Italian Imaging Data (requires joining)

NLP literature on the viruses and social media mining

A review of influenza detection and prediction through social networking sites

Forecasting Influenza Levels using realtime social media streams

Regional Influenza Prediction with Sampling Twitter Data

Using NLP for drug screening

Corona-text-mining

Datasets

COVID-2019 Open Research

IEEE Coronavirus Tweets

Coronavirus Tweets Kaggle