VerMilyea MD

No ORCID on file · 2 papers in corpus · active 2014-2022
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…

2014
Computer-automated time-lapse analysis results correlate with embryo implantation and clinical pregnancy: a blinded, multi-centre study.
Reproductive BioMedicine Online ·doi:10.1016/j.rbmo.2014.09.005

Computer-automated time-lapse analysis has been shown to improve embryo selection by providing quantitative and objective information to supplement traditional morphology. In this multi-centre study, the relationship between such computer-d…