Su-In Lee, PhD
Boeing Endowed Professor
Boeing Endowed Professor, Allen School of Computer Science & Engineering
University of Washington
Department of Genetics
Su-In Lee, PhD
Boeing Endowed Professor, Allen School of Computer Science & Engineering
University of Washington
Talk Title: Explainable AI for health: where we are and how to move forward
Abstract: The first part of my talk explores various research initiatives undertaken by my lab, emphasizing the principles and techniques of explainable AI and their application across a range of biomedical fields. I will demonstrate how explainable AI can elucidate novel scientific inquiries, with a primary emphasis on understanding neurodegenerative diseases and biological age.
In the second part, we will explore the evolving landscape of explainable AI, uncovering its potential to chart new scientific directions in biomedicine, exemplified by our recent work in dermatology, emergency medicine and precision cancer medicine. This discussion aims to shed light on the necessary enhancements for explainable AI to effectively tackle a wide array of real-world challenges in biomedicine.