Emerging cross-device artificial intelligence (AI) applications require a transition from conventional centralized learning systems toward large-scale distributed AI systems that can collaboratively ...

Split-fed learning (SFL) is a novel approach within distributed collaborative machine learning that combines federated learning (FL) and split learning (SL). While SFL benefits from FL's speed and ...

Hijazi W, Shanbhag A, Miller RJH, Kavanagh PB, Killekar A, Lemley M, Wopperer S, Knight S, Le VT, Mason S, et al. Deep learning-derived cardiac chamber volumes and mass from PET/CT attenuation scans: ...