Topic: How Better Benchmarks and Independent Evaluation Are Critical for Real-World Application
Join us for an exclusive online discussion between Isaac Kohane, MD, PhD (Editor-in-Chief of NEJM AI and Chair of the Department of Biomedical Informatics and the Marion V. Nelson Professor of Biomedical Informatics at Harvard Medical School) and Protege Chief Scientific Officer Engy Ziedan Ph.D. (Protege co-founder/Chief Scientific Officer and Assistant Professor at Indiana University), and moderated by Second Opinion’s Christina Farr.
As AI moves from simple healthcare workflows into generating ideas and recommendations that may exceed human capability, the key challenge becomes verification. In this conversation, Kohane, Ziedan, and Farr will discuss the challenges of trust, safety, and real-world readiness in medical AI, and how that challenge grows as healthcare AI application use cases become more clinically consequential.
Background reading around AI in healthcare and the pressing issues surrounding effective and representative healthcare AI evaluation:
Two peer-reviewed journals, three weeks apart. Opposite answers on whether general or clinical AI performs better. Both contained flawed benchmarks...and there's no referee. This editorial…
The data constraint is the most important problem in scaling AI today. On August 12th, we are convening leading AI researchers, frontier labs, investors and…
Robots have worked alongside humans on factory floors for decades. What this typically looks like: a single mechanical arm, bolted to the floor, repeating the…
Summary Protege offers multimodal data aggregation and standardization with AI training/evaluation curation aligned to foundation model builders, delivered with enterprise-grade compliance and repeatable, deal-driven programs.…
Announcing Clothing Data + Motion Capture for AI DevelopmentProtege and Render Ready are excited to announce our partnership to deliver multimodal clothing datasets that pair…
Summary Healthcare Data for Real World Use Cases: A leading healthcare AI company partnered with Protege to connect its patient-level data to Loopback Health’s EHR…