From Dissertation to Deployment: A Unified Software Platform Operationalizing Clinical-Prediction and Sequential-Security AI for Healthcare
Advances in machine learning for healthcare are abundant, yet most validated models remain confined to research notebooks and never reach secure, usable clinical software. This paper addresses that deployment gap by presenting a unified, security-hardened software platform that operationalizes two complementary streams...