Artificial-intelligence-based decision support tools for the differential diagnosis of colitis.

Pedro Guimarães, Helen Finkler,Matthias Christian Reichert,Vincent Zimmer,Frank Grünhage,Marcin Krawczyk,Frank Lammert,Andreas Keller,Markus Casper

European journal of clinical investigation（2023）

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摘要

Decision support systems exclusively based on endoscopic image analysis for the differential diagnosis of colitis, representing a complex clinical challenge, seem not yet to be ready for primetime and more diverse image datasets may be necessary to improve performance in future development. The clinical value of the proposed clinical parameters algorithm should be evaluated in prospective cohorts.

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关键词

computer-aided detection,computer-aided diagnosis,endoscopy,infectious colitis,inflammatory bowel disease,ischemic colitis,neuronal network

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