Design, implementation, and evaluation of the computer-aided clinical decision support system based on learning-to-rank: collaboration between physicians and machine learning in the differential diagnosis process

Abstract Background We are researching, developing, and publishing the clinical decision support system based on learning-to-rank. The main objectives are (1) To support for differential diagnoses performed by internists and general practitioners and (2) To prevent diagnostic errors made by physicia...

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Bibliographic Details
Main Authors: Yasuhiko Miyachi, Osamu Ishii, Keijiro Torigoe
Format: Article
Language:English
Published: BMC 2023-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-023-02123-5