In this episode, Dr. T.Y. Alvin Liu, Inaugural Director, James P Gills Jr MD and Heather Gills AI Innovation Center at Johns Hopkins Medicine shares his journey in healthcare AI, with a focus on image analysis and real-world applications.
Dr. Liu discusses the FDA-approved autonomous AI system for diabetic retinopathy screening, which enables early detection in primary care settings and improves screening adherence. He outlines successful AI implementations at Johns Hopkins, including prior authorization pilots using generative AI and the importance of operational understanding in deployment. He also discussed the intersection of value-based medicine and artificial intelligence, and the challenges of implementing successful AI programs. 
At the enterprise level, Dr. Liu emphasizes the need for strong AI governance to assess safety, effectiveness, and ROI. He outlines key challenges for AI startups, especially around reimbursement and regulation, and urges them to pursue sustainable business models. He also suggests closer collaboration among startups, VCs, and integrated health systems to bridge the gap between innovation and real-world adoption, essential for scaling AI responsibly and delivering long-term value in healthcare. Take a listen. 


Scaling With Autonomous AI for Diabetic Retinopathy Screening - Podcast with Alvin Liu

Stay up to date on current trends in healthcare's digital transformation. Featuring C-suite executives from the healthcare and technology sectors, podcast hosts Rohit Mahajan and Ritu M. Uberoy discuss how they are driving digital health innovation and leveraging emerging technologies to create the healthcare experiences of the future.

About the hosts:

Rohit Mahajan, Managing Partner and CEO, Damo and BigRio: Rohit is an entrepreneur and a leader in the information technology and software industry. His focus lies in the field of artificial intelligence and digital transformation for healthcare clients. His recently published full length book,  Quantum Care, A Deep Dive into AI for Health Delivery and Research has been trending #1 in several categories on Amazon. Rohit is a Wharton School Fellow and a graduate from the Harvard Business School. You can follow and connect with him on https://www.linkedin.com/in/rmahaj/

Ritu M. Uberoy, Managing Partner at Damo and BigRio has over twenty-five years of experience in the software and information technology industry in the United States and in India. She established Saviance Technologies in India and has been involved in the delivery of several successful software projects and products to clients in various industry segments.
You can follow and connect with her on https://www.linkedin.com/in/ritu-m-uberoy/

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Scaling With Autonomous AI for Diabetic Retinopathy Screening - Podcast with Alvin Liu

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