A Novel Bayesian General Medical Diagnostic Assistant Achieves Superior Accuracy With Sparse History

A Novel Bayesian General Medical Diagnostic Assistant Achieves Superior Accuracy With Sparse History

Online AI symptom checkers and diagnostic assistants (DAs) have tremendous potential to reduce misdiagnosis and cost, while increasing the quality, convenience, and availability of healthcare, but only if they can perform with high accuracy. We introduce a novel Bayesian DA designed to improve diagn...

Full description

Bibliographic Details
Main Authors: Alicia M. Jones, Daniel R. Jones
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Artificial Intelligence
Subjects:
Bayesian medical diagnosis
symptom checkers
general medical diagnostic assistant
diagnostic performance
Bayesian network
comparison of physicians with AI decision support
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2022.727486/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2022.727486/full

Similar Items