7th Global Gastroenterology and Artificial Intelligence Summit (Live) | September 2025-04 2025 7Th Global Ai Summit And Workshop Q And A Part 4

04 2025 7Th Global Ai Summit And Workshop Q And A Part 4

Video Transcription

Video Summary

The panel discussed the use of foundation models in medicine, emphasizing that large neural networks can perform multiple tasks depending on the application. For clinical decision-making, human adjudication remains essential to interpret AI outputs. Regulatory challenges arise with broad-capability models, requiring new scientific frameworks and international cooperation. Transitioning from many narrow models to comprehensive generalist models demands large, well-annotated datasets. Gastroenterology faces hurdles as data collection and sharing lag compared to other specialties. Encouraging data sharing through de-identification and cross-specialty integration can drive innovation. Overall, collaboration, improved data infrastructure, and regulatory evolution are key to advancing AI in clinical practice.

Keywords

foundation models

clinical decision-making

regulatory challenges

data sharing

gastroenterology