Design of an interface to communicate artificial intelligence-based prognosis for patients with advanced solid tumors: a user-centered approach.

Catherine Janes StaesAnna C BeckGeorge ChalkidisCarolyn H ScheeseTeresa Taft Jia-Wen Guo Michael G Newman Kensaku Kawamoto Elizabeth Ann Sloss Jordan P McPherson

Published in: Journal of the American Medical Informatics Association : JAMIA (2023)

User-centered design, ongoing clinical input, and a visualization to communicate ML-related outcomes are important elements for designing any decision support tool enabled by artificial intelligence, particularly when communicating prognosis risk.

Keyphrases

artificial intelligence
machine learning
big data
deep learning
metabolic syndrome
skeletal muscle
insulin resistance
weight loss