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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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  Data: Intratumoural and Peritumoural Radiomics-Based Machine Learning Models for the Postoperative Survival Prediction in Oesophageal Squamous Cell Carcinoma.
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  Data: <searchLink fieldCode="AU" term="%22Deng+ZQ%22">Deng ZQ</searchLink>; Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China.<br /><searchLink fieldCode="AU" term="%22Yang+C%22">Yang C</searchLink>; College of Medical Imaging, North Sichuan Medical College, Nanchong, 637000, China.<br /><searchLink fieldCode="AU" term="%22Yan+ZF%22">Yan ZF</searchLink>; College of Clinical Medicine, North Sichuan Medical College, Nanchong, 637000, China.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; College of Clinical Medicine, North Sichuan Medical College, Nanchong, 637000, China.<br /><searchLink fieldCode="AU" term="%22Tang+HT%22">Tang HT</searchLink>; Department of Cardiovascular Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China.<br /><searchLink fieldCode="AU" term="%22Zuo+HD%22">Zuo HD</searchLink>; Medical Imaging Key Laboratory of Sichuan Province, Department of Radiology, Affiliated Hospital of North Sichuan Medical College, Nanchong, 637000, China.<br /><searchLink fieldCode="AU" term="%22Zhang+JJ%22">Zhang JJ</searchLink>; College of Medical Imaging, North Sichuan Medical College, Nanchong, 637000, China.<br /><searchLink fieldCode="AU" term="%22Hu+WL%22">Hu WL</searchLink>; College of Clinical Medicine, North Sichuan Medical College, Nanchong, 637000, China.<br /><searchLink fieldCode="AU" term="%22Mao+YY%22">Mao YY</searchLink>; College of Clinical Medicine, North Sichuan Medical College, Nanchong, 637000, China.<br /><searchLink fieldCode="AU" term="%22Ma+DY%22">Ma DY</searchLink>; Department of Oncology, Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, 637000, China.<br /><searchLink fieldCode="AU" term="%22Jiang+KY%22">Jiang KY</searchLink>; Department of Surgery, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan.<br /><searchLink fieldCode="AU" term="%22Yan+HJ%22">Yan HJ</searchLink>; Department of General Thoracic Surgery, Juntendo University School of Medicine, Tokyo 113-8421, Japan.<br /><searchLink fieldCode="AU" term="%22Tian+D%22">Tian D</searchLink>; Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China.
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  Data: <searchLink fieldCode="JN" term="%229918540787006676%22">Interdisciplinary cardiovascular and thoracic surgery</searchLink> [Interdiscip Cardiovasc Thorac Surg] 2026 Mar 12; Vol. 41 (3).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9918540787006676 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>2753-670X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222753670X%22">2753670X </searchLink><i>NLM ISO Abbreviation: </i>Interdiscip Cardiovasc Thorac Surg <i>Subsets: </i>MEDLINE
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              Text: 2026 Mar 12
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