SCOR: A secure international informatics infrastructure to investigate COVID-19.

ABSTRACT: Global pandemics call for large and diverse healthcare data to study various risk factors, treatment options, and disease progression patterns. Despite the enormous efforts of many large data consortium initiatives, scientific community still lacks a secure and privacy-preserving infrastructure to support auditable data sharing and facilitate automated and legally compliant federated analysis on an international scale. Existing health informatics systems do not incorporate the latest progress in modern security and federated machine learning algorithms, which are poised to offer solutions. An international group of passionate researchers came together with a joint mission to solve the problem with our finest models and tools. The SCOR Consortium has developed a ready-to-deploy secure infra

SUBMITTER: Raisaro JL 

PROVIDER: S-EPMC7454652 | biostudies-literature | 2020 Nov

REPOSITORIES: biostudies-literature