The MaML Podcast - Medicine & Machine Learning cover image

The MaML Podcast - Medicine & Machine Learning

Judy Gichoya - Open-Source EMR Platforms and Utilizing AI to Combat Bias in Medicine

Feb 19, 2021
53:08

Judy Gichoya, MD, MS, is an interventional radiologist at Emory University in Atlanta. We begin by talking about Dr Gichoya’s early days in Kenya where she participated in building OPEN MRS, the world’s leading open-source EMR platform. We then talk about her work in using AI to combat bias and social injustices in medicine and the importance of diversifying the datasets we use in AI work today.

03:00 Origins in Kenya, building OpenMRS, path to AI

14:00 Research topics of interest in the Gichoya Lab (Emory) such as bias in AI

21:00 steps we can take to combat bias in datasets

27:00 work on federated learning

36:00 advice to medical students / early-career med students interested in the field

43:00 balancing clinical work and informatics research

50:00 favorite food from hometown!

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