Artificial Intelligence for the Clinician Episode 3: Basics of Machine Learning Statistics

Behind The Knife: The Surgery Podcast · Sep 4, 2025 · 25m · transcript

Welcome back our series on AI for the clinician! In this episode, we go over some basics of machine learning statistics with the goal to help you read and analyze contemporary studies. Some of this will be a review, and parts will be technical, but by the end we hope reading these studies is less daunting.

Hosts:

Ayman Ali, MD

Ayman Ali is a Behind the Knife fellow and general surgery PGY-4 at Duke Hospital in his academic development time where he focuses on data science, artificial intelligence, and surgery.

Julie Doberne, MD, PhD: @juliedoberne

Julie Doberne is an Assistant Professor of…