Intratumoural and Peritumoural Radiomics-Based Machine Learning Models for the Postoperative Survival Prediction in Oesophageal Squamous Cell Carcinoma.

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Title: Intratumoural and Peritumoural Radiomics-Based Machine Learning Models for the Postoperative Survival Prediction in Oesophageal Squamous Cell Carcinoma.
Authors: Deng ZQ; Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China., Yang C; College of Medical Imaging, North Sichuan Medical College, Nanchong, 637000, China., Yan ZF; College of Clinical Medicine, North Sichuan Medical College, Nanchong, 637000, China., Li Y; College of Clinical Medicine, North Sichuan Medical College, Nanchong, 637000, China., Tang HT; Department of Cardiovascular Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China., Zuo HD; Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637000, China., Zhang JJ; College of Medical Imaging, North Sichuan Medical College, Nanchong, 637000, China., Hu WL; College of Clinical Medicine, North Sichuan Medical College, Nanchong, 637000, China., Mao YY; College of Clinical Medicine, North Sichuan Medical College, Nanchong, 637000, China., Ma DY; Department of Oncology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637000, China., Jiang KY; Department of Surgery, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan., Yan HJ; Department of General Thoracic Surgery, Juntendo University School of Medicine, Tokyo 113-8421, Japan., Tian D; Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China.
Source: Interdisciplinary cardiovascular and thoracic surgery [Interdiscip Cardiovasc Thorac Surg] 2026 Mar 12; Vol. 41 (3).
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9918540787006676 Publication Model: Print Cited Medium: Internet ISSN: 2753-670X (Electronic) Linking ISSN: 2753670X NLM ISO Abbreviation: Interdiscip Cardiovasc Thorac Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2753-670X
DOI:10.1093/icvts/ivaf293