A CT-based radiomics model for preoperative risk stratification of gastrointestinal stromal tumors

The developed CT-based radiomics model offers a reliable, externally validated tool for GISTs risk stratification, addressing limitations of traditional methods by incorporating tumor heterogeneity and enhancing predictive accuracy. This model has the potential to guide personalized treatment strategies, particularly in distinguishing patients with GISTs requiring adjuvant therapy from those suitable for surgical resection alone. This study was approved by the appropriate ethics committee with a waiver of informed consent.

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Publication Details

Journal
Frontiers in Oncology
Published
2026-02-19
DOI
https://doi.org/10.3389/fonc.2026.1671745
Primary Topic
Gastrointestinal Tumor Research and Treatment
Type
article
Field-Weighted Citation Impact
0.00

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article

A CT-based radiomics model for preoperative risk stratification of gastrointestinal stromal tumors

Z Wang, Bing Fan, Tianyi Wan, Yanping Song et al.
Frontiers in Oncology
Gastrointestinal Tumor Research and Treatment
article

A CT-based radiomics model for preoperative risk stratification of gastrointestinal stromal tumors

Z Wang, Bing Fan, Tianyi Wan, Yanping Song, Pei Huang, Xiaolian Wang, Wentao Dong
article en

Abstract

The developed CT-based radiomics model offers a reliable, externally validated tool for GISTs risk stratification, addressing limitations of traditional methods by incorporating tumor heterogeneity and enhancing predictive accuracy. This model has the potential to guide personalized treatment strategies, particularly in distinguishing patients with GISTs requiring adjuvant therapy from those suitable for surgical resection alone. This study was approved by the appropriate ethics committee with a waiver of informed consent.

Frontiers in OncologyVol. 16
Nanchang University (CN), First Affiliated Hospital of Jiangxi Medical College (CN), First Affiliated Hospital of Nanchang University (CN)
National Natural Science Foundation of China
Peace, Justice and strong institutions
Openalex Percentile: Top 48%
Gastrointestinal Tumor Research and Treatment
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