Convolutional neural network applied to preoperative venous-phase CT images predicts risk category in patients with gastric gastrointestinal stromal tumors

Convolutional neural network applied to preoperative venous-phase CT images predicts risk category in patients with gastric gastrointestinal stromal tumors

Abstract Objective The risk category of gastric gastrointestinal stromal tumors (GISTs) are closely related to the surgical method, the scope of resection, and the need for preoperative chemotherapy. We aimed to develop and validate convolutional neural network (CNN) models based on preoperative ven...

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Bibliographic Details
Main Authors: Jian Wang, Meihua Shao, Hongjie Hu, Wenbo Xiao, Guohua Cheng, Guangzhao Yang, Hongli Ji, Susu Yu, Jie Wan, Zongyu Xie, Maosheng Xu
Format: Article
Language:English
Published: BMC 2024-03-01
Series:BMC Cancer
Subjects:
Computed tomography
Gastric stromal tumors
Convolutional neural network
Online Access:https://doi.org/10.1186/s12885-024-11962-y

Internet

https://doi.org/10.1186/s12885-024-11962-y

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