VerMilyea MD

No ORCID on file · 1 paper in corpus
other 2022
A novel decentralized federated learning approach to train on globally distributed, poor quality, and protected private medical data
Scientific reports ·doi:10.1038/s41598-022-12833-x

Training on multiple diverse data sources is critical to ensure unbiased and generalizable AI. In healthcare, data privacy laws prohibit data from being moved outside the country of origin, preventing global medical datasets being centraliz…