Artificial Intelligence-Based Opportunities in Liver Pathology-A Systematic Review.

Pierre Allaume,Noémie Rabilloud,Bruno Turlin,Edouard Bardou-Jacquet,Olivier Loréal,Julien Calderaro,Zine-Eddine Khene,Oscar Acosta,Renaud De Crevoisier,Nathalie Rioux-Leclercq,Thierry Pecot,Solène-Florence Kammerer-Jacquet

Diagnostics (Basel, Switzerland)（2023）

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摘要

DNN-based models are well represented in the field of liver pathology, and their applications are diverse. Most studies, however, presented at least one domain with a high risk of bias according to the QUADAS-2 tool. Hence, DNN models in liver pathology present future opportunities and persistent limitations. To our knowledge, this review is the first one solely focused on DNN-based applications in liver pathology, and to evaluate their bias through the lens of the QUADAS2 tool.

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关键词

liver pathology—a,systematic review,intelligence-based

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