Hybrid model for predicting microsatellite instability in colorectal cancer using hematoxylin & eosin-stained images and clinical features

Hybrid model for predicting microsatellite instability in colorectal cancer using hematoxylin & eosin-stained images and clinical features

BackgroundMicrosatellite instability (MSI) is a crucial molecular phenotype in colorectal cancer (CRC), which aids in determining treatment strategies and predicting prognosis. However, existing prediction methods have limitations and are not universally applicable to all patient populations. Conseq...

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Bibliographic Details
Main Authors: Hangping Wei, Xiaowei Zhang, Zhen Zhou, Jianbin Xie, Weidong Han, Xiaofang Dong
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Oncology
Subjects:
colorectal cancer
pathomics
prediction model
microsatellite instability
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1580195/full
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https://www.frontiersin.org/articles/10.3389/fonc.2025.1580195/full

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