ASGE Annual Postgraduate Course: Clinical Challenges and Real-Time Decision Making in GI Endoscopy (On-demand) | May 2023-Clinicians Trust in AI, Fairness and Bias-Why is it Important?

Clinicians Trust in AI, Fairness and Bias-Why is it Important?

Video Transcription

Video Summary

Dr. Parasa, a practicing gastroenterologist, discusses the topic of clinicians' trust in AI, fairness, and bias and why it is important. She highlights the need for clinicians to understand how AI algorithms work in order to adapt to them in their practice. She uses the example of a yellow watermelon to explain the importance of recognizing different populations and their needs when discussing bias and fairness. Dr. Parasa emphasizes the need for relevance of the AI use case to the population being treated and the importance of understanding the algorithm and its metrics. She also discusses the various stages where bias can occur, from data collection to algorithm training and clinical application. Dr. Parasa emphasizes the importance of trustworthy AI, including explainability, transparency, and model governance. She also briefly mentions data security and regulatory efforts in the field of AI.

Asset Subtitle

Sravanthi Parasa, MD

Keywords

trust in AI

fairness

bias

clinicians

algorithm understanding