Author: /u/hellopaperspace
A lot of people are wondering what can be done to support efforts in combating COVID-19. I thought it would be helpful to start putting together a list of resources, whether it’s data for individual research or teams looking for others to contribute.
This is not comprehensive. Please comment with any other legitimate resources you know of (teams looking for people, CTAs, datasets, etc.) and I can add them here.
Datasets
- COVID-19 Open Research Dataset (CORD-19): https://pages.semanticscholar.org/coronavirus-research
- Public COVID-19 data from Canada: https://docs.google.com/spreadsheets/d/1D6okqtBS3S2NRC7GFVHzaZ67DuTw7LX49-fqSLwJyeo/edit#gid=942958991
- 2019 Novel Coronavirus COVID-19 data repository by John Hopkins: https://github.com/CSSEGISandData/COVID-19
- Chest X-Rays or CT Images: https://github.com/ieee8023/covid-chestxray-dataset
Calls to Action
- The White House calls for analysis of the most extensive collection of COVID-19-related literature: https://www.whitehouse.gov/briefings-statements/call-action-tech-community-new-machine-readable-covid-19-dataset/
- Global Hackathon: https://www.hackcovid19.com/
Groups looking for technical help and resources
- Mapping COVID-19 risk in the US: https://github.com/rbracco/covidcompare (See also: https://forums.fast.ai/t/help-with-algorithm-for-covid19-relative-risk/65328 )
- Open geospatial work to support healthcare systems’ capacity: https://daveluo.github.io/covid19-healthsystemcapacity/
- Donate your extra compute power: https://foldingathome.org/ | https://boinc.bakerlab.org/
Forums and other resources
- Examples of recent work: https://onezero.medium.com/amp/p/f4ec40acdba0
- Fastai forums: https://forums.fast.ai/c/covid-19/
- COVID-19 dashboards: https://covid19dashboards.com/
- Paperspace is also offering free GPU resources to teams conducting research on COVID-19: https://www.reddit.com/r/MachineLearning/comments/fhl55t/n_paperspace_is_offering_substantial_free_gpu/
- Kaggle is sponsoring a charitable donation or monetary award per task to the winner whose submission is identified as best meeting the evaluation criteria for the Allen dataset: https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge
submitted by /u/hellopaperspace
[link] [comments]