Gastroenterology and Artificial Intelligence: 4th Annual Global Artificial Intelligence Summit | August 2022-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. Sravanti Parasa, a practicing gastroenterologist, gives a presentation on clinicians' trust in AI, fairness, and bias. She emphasizes the importance of recognizing bias in AI algorithms and the need for transparency and understanding of how these algorithms work. Dr. Parasa highlights the relevance of the use case and understanding the algorithm and its metrics. She also discusses the challenges of bias in data and algorithmic bias. Dr. Parasa stresses the need for relevance of the problem being addressed and collecting data from diverse populations. She believes that trustworthy AI requires explainability, transparency, and model governance. Dr. Parasa concludes by mentioning efforts by national and international organizations to address ethical and bias issues in AI.

Asset Subtitle

Sravanthi Parasa, MD

Keywords

trust in AI

bias

transparency

algorithm

diverse populations