This session with Dr. Krishna Juluru will cover the total product lifecycle framework for healthcare AI products, common failure points where technically sound AI products fail to achieve clinical or commercial impact, current FDA regulatory frameworks applicable to AI/ML-based medical devices, and emerging regulatory challenges posed by AI in healthcare. #aihealthcare #johnshopkins #healthinformatics https://bids.jhmi.edu/about/events-also-past-grand-rounds/