Using Explainable AI to Investigate Persistent Critical Illness

Date: 25th February 2022
Time: 14:00-16:00
Location: Online
Talks
Title: Using Explainable AI to Investigate Persistent Critical Illness
Speaker: Scott O’Donoghue
Abstract: 
Explainable AI (XAI) techniques are now used extensively to build trust in machine learning models, but can they also be used to evaluate or add to scientific theories in the medical domain? In this project we attempt to use XAI techniques to evaluate and better understand Persistent Critical Illness, a condition that is increasingly experienced by patients admitted to the ICU.