Event Details
Navigating the path from proof-of-concept model to mature software device in healthcare is a complex journey. In this talk, we highlight the various applications of machine learning to medicine, with an emphasis of what it takes to integrate software into a clinical workflow from early local deployment to multi-site validation. From a commercialization perspective, we review the logistics of FDA clearance including 510k, De Novo classification, and premarket approval, as well as summarize various popular business models for algorithm distribution. Finally, we explore practical considerations and trade-offs relevant to entrepreneurship as an academic physician and/or scientist.
About the Speaker, Dr. Peter D. Chang
Peter D. Chang is a radiologist physician and full-stack software engineer with over a decade of experience building FDA-cleared and CE-mark certified tools used in hospitals around the world. At the University of California Irvine, Dr. Chang is a tenured Associate Professor and founding Director of the UCI Applied AI Research Center, a multi-specialty initiative to develop and integrate artificial intelligence technology across the healthcare system. He is also co-founder of multiple AI startups including most recently Avicenna.ai, a company focused on deep learning for medical imaging diagnosis, and collaborates closely with industry partners from Nvidia, Amazon, Canon Medical, Palantir, and Bayer. Dr. Chang leverages his unique cross-disciplinary clinical, academic, and industry perspective to provide insights at the intersection of healthcare and AI technology.
NOTE: This is an IN PERSON meeting and you should register if you plan on attending. Parking in the near by structure will be validated. To receive a link to the event's recording, complete the survey referenced in the header or footer; you do not need to register to receive the link to the recording.
Co-sponsored by: OC ACM and Knobbe Martens, an Intellectual Property & Technology law firm
Agenda:
6:30 PM Networking at physical meeting location
7:00 PM Announcements and Presentation with Q&A
8:00 PM Follow-up quesitons for presenter and networking
8:30 PM Meeting Adjourned
2040 Main St , Ste 14, Irvine, California, United States, 92614
