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Automatic Recognition and Prognostic Prediction of Colorectal Liver Metastases Using a Multi-Scale Deep Learning Framework: Model Development and Validation Study

Abstract BackgroundColorectal cancer liver metastasis (CRLM) presents considerable challenges in both diagnosis and prognosis, as conventional approaches often are limited by subjectivity, variability, and limited efficiency. Recent advances in deep learning have shown great p...

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Autori principali: Houwen Long, Feng Ying, Shi Wu, Long Li
Natura: Artigo
Lingua:Inglês
Pubblicazione: JMIR Publications 2026-04-01
Serie:JMIR Medical Informatics
Accesso online:https://medinform.jmir.org/2026/1/e73311
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