A multi-institutional study using artificial intelligence to provide reliable and fair feedback to surgeons

Dani Kiyasseh; Jasper Laca; Taseen F. Haque; Brian J. Miles; Christian Wagner; Daniel A. Donoho; Animashree Anandkumar; Andrew J. Hung

doi:10.1038/s43856-023-00263-3

Communications Medicine (Mar 2023)

A multi-institutional study using artificial intelligence to provide reliable and fair feedback to surgeons

Dani Kiyasseh,
Jasper Laca,
Taseen F. Haque,
Brian J. Miles,
Christian Wagner,
Daniel A. Donoho,
Animashree Anandkumar,
Andrew J. Hung

Affiliations

Dani Kiyasseh: Department of Computing and Mathematical Sciences, California Institute of Technology
Jasper Laca: Center for Robotic Simulation and Education, Catherine & Joseph Aresty Department of Urology, University of Southern California
Taseen F. Haque: Center for Robotic Simulation and Education, Catherine & Joseph Aresty Department of Urology, University of Southern California
Brian J. Miles: Department of Urology, Houston Methodist Hospital
Christian Wagner: Department of Urology, Pediatric Urology and Uro-Oncology, Prostate Center Northwest, St. Antonius-Hospital
Daniel A. Donoho: Division of Neurosurgery, Center for Neuroscience, Children’s National Hospital
Animashree Anandkumar: Department of Computing and Mathematical Sciences, California Institute of Technology
Andrew J. Hung: Center for Robotic Simulation and Education, Catherine & Joseph Aresty Department of Urology, University of Southern California

DOI: https://doi.org/10.1038/s43856-023-00263-3
Journal volume & issue: Vol. 3, no. 1
pp. 1 – 12

Abstract

Read online

Kiyasseh et al. compare the quality of feedback provided to surgeons by artificial intelligence (AI) to that provided by human experts. Teaching an AI system to explicitly follow human explanations improves the reliability and reduces the bias of AI-based feedback.

Published in Communications Medicine

ISSN: 2730-664X (Online)
Publisher: Nature Portfolio
Country of publisher: United Kingdom
LCC subjects: Medicine
Website: https://www.nature.com/commsmed/

About the journal