CT-Based Nested Habitats Analysis for Early Recurrence Prediction and Risk Stratification in Hepatocellular Carcinoma: Development and Multicenter Validation Across Four Cohorts

Annals of Surgical Oncology 2026

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Authors: J. Zhao, Miaoping Zhou, Yongjie Zhou, Yongming Tan, Wenjie Jiang, Lufang Tong, Zhili Yang, Liangxia Xiong, Rong Chen, Lianggeng Gong, Jinqiu Deng, Xu Wei
+2 more Zhichao Zuo, Zhiqiang Wang
DOI: 10.1245/s10434-026-19361-2
Cited by: 2
References: 33

Fields of Study & Subjects

Hepatocellular Carcinoma Treatment and Prognosis Radiomics and Machine Learning in Medical Imaging Lung Cancer Diagnosis and Treatment

Publication details

Journal / source
Annals of Surgical Oncology
Publisher
Springer Science and Business Media LLC
Volume
33
Issue
6
Pages
5801–5815
Publication date
10 March 2026
Language
EN