Development and validation of CT-based fusion model for preoperative prediction of invasion and lymph node metastasis in adenocarcinoma of esophagogastric junction

Development and validation of CT-based fusion model for preoperative prediction of invasion and lymph node metastasis in adenocarcinoma of esophagogastric junction

Abstract Purpose In the context of precision medicine, radiomics has become a key technology in solving medical problems. For adenocarcinoma of esophagogastric junction (AEG), developing a preoperative CT-based prediction model for AEG invasion and lymph node metastasis is crucial. Methods We retros...

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Bibliographic Details
Main Authors: Mengxuan Cao, Ruixin Xu, Yi You, Chencui Huang, Yahan Tong, Ruolan Zhang, Yanqiang Zhang, Pengcheng Yu, Yi Wang, Wujie Chen, Xiangdong Cheng, Lei Zhang
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Medical Imaging
Subjects:
Adenocarcinoma of esophagogastric junction (AEG)
Fusion model
Radiomics nomogram
Serous invasion
Lymph node metastasis
Prediction
Online Access:https://doi.org/10.1186/s12880-025-01777-z
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