67 min listen
The Double-Edged Sword of AI, with Dr. Ziad Obermeyer
The Double-Edged Sword of AI, with Dr. Ziad Obermeyer
ratings:
Length:
74 minutes
Released:
Jul 26, 2023
Format:
Podcast episode
Description
In this thought-provoking episode, Dr. Ziad Obermeyer delves into the complex issues of bias, safety, and generalizability of medical AI. Dr. Obermeyer emphasizes the importance of machine learning researchers’ task formulation, an often-overlooked yet significant determinant of bias in AI algorithms. Highlighting the dual impact of machine learning, he compares two of his works that demonstrate how AI can either exacerbate or help mitigate health care disparities. Lastly, he discusses the significant challenges encountered in the development of AI models due to siloed and inaccessible data, sharing his own experiences and solutions in tackling this issue. Dr. Obermeyer is the Blue Cross of California Distinguished Professor at the Berkeley School of Public Health, Co-Founder of Nightingale Open Science, and Co-Founder of Dandelion Health.
Transcript
Transcript
Released:
Jul 26, 2023
Format:
Podcast episode
Titles in the series (18)
Dr. Lily Peng: AI for Ophthalmology and the Challenges of AI in the Real World: Dr. Lily Peng has driven major medical AI efforts along the long and arduous path from ideation to deployment. From publishing a landmark study in 2016 presenting an AI model to detect diabetic retinopathy in retinal fundus photographs to evaluating ... by NEJM AI Grand Rounds