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Interrogating AI Fairness and Bias in Dermatology and Beyond with Dr. Roxana Daneshjou

Interrogating AI Fairness and Bias in Dermatology and Beyond with Dr. Roxana Daneshjou

FromNEJM AI Grand Rounds


Interrogating AI Fairness and Bias in Dermatology and Beyond with Dr. Roxana Daneshjou

FromNEJM AI Grand Rounds

ratings:
Length:
61 minutes
Released:
Jan 17, 2024
Format:
Podcast episode

Description

In this episode of the AI Grand Rounds podcast, Dr. Roxana Daneshjou shares her journey from a childhood influenced by early exposure to science to her current role as an assistant professor at Stanford. Her path includes a critical shift during medical school, where her interest in computational methods and human genomics led her to pursue both an M.D. and a Ph.D. Her specialization in dermatology was driven by its visual nature and the opportunity to form long-term relationships with patients. Dr. Daneshjou emphasizes the importance of AI in addressing fairness and bias in dermatology, discussing her research on disparities in AI performance across diverse skin tones. The podcast also delves into broader issues of AI in health care, discussing the potential and challenges of integrating large language models into medical practice, and highlighting the need for interdisciplinary collaboration between clinicians and computer scientists in AI development. Dr. Daneshjou’s optimism for the future centers on the new generation of medical professionals who are increasingly concerned about fairness and equity in AI. 
 
Transcript.
 
Released:
Jan 17, 2024
Format:
Podcast episode

Titles in the series (18)

NEJM AI Grand Rounds, hosted by Arjun (Raj) Manrai, Ph.D. and Andrew Beam, Ph.D., features informal conversations with a variety of unique experts exploring the deep issues at the intersection of artificial intelligence, machine learning, and medicine. You’ll learn how AI will change clinical practice and healthcare, how it will impact the patient experience, and about the people who are pushing for innovation. Whether you are an AI researcher or a practicing clinician, these conversations will enlighten and surprise you as we journey through this very exciting field. Produced by NEJM Group.