Prediction of KRAS gene mutations in colorectal cancer using a CT-based radiomic model

Prediction of KRAS gene mutations in colorectal cancer using a CT-based radiomic model

BackgroundDetermining the KRAS gene mutation status in colorectal cancer (CRC) before surgery is highly important for an individualized clinical treatment. This study aimed to explore the clinical value of radiomics models based on CT images in predicting the KRAS mutation status in patients with CR...

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Bibliographic Details
Main Authors: Wenjing Wang, Qingbiao Zhang, Shimei Fan, Yuyin Wang, Xingyan Le, Min Ai, Chunqi Du, Junbang Feng, Chuanming Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Medicine
Subjects:
colorectal cancer
KRAS gene mutation
computed tomography
radiomics
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1592497/full
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https://www.frontiersin.org/articles/10.3389/fmed.2025.1592497/full

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