MRI-based radiomics to predict neoadjuvant chemoradiotherapy outcomes in locally advanced rectal cancer: A multicenter study.

Xiang, Yirong; Li, Shuai; Wang, Hongzhi; Song, Maxiaowei; Hu, Ke; Wang, Fengwei; Wang, Zhi; Niu, Zhiyong; Liu, Jin; Cai, Yong; Li, Yongheng; Zhu, Xianggao; Geng, Jianhao; Zhang, Yangzi; Teng, Huajing; Wang, Weihu

Xiang, Yirong; Li, Shuai; Wang, Hongzhi; Song, Maxiaowei; Hu, Ke; Wang, Fengwei; Wang, Zhi; Niu, Zhiyong; Liu, Jin; Cai, Yong; Li, Yongheng; Zhu, Xianggao; Geng, Jianhao; Zhang, Yangzi; Teng, Huajing; Wang, Weihu.

Afiliação

Xiang Y; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Li S; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Wang H; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Song M; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Hu K; Department of Radiation Oncology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, China.
Wang F; Department of Oncology, Tianjin Union Medical Center, China.
Wang Z; Blot Info & Tech (Beijing) Co. Ltd, China.
Niu Z; Blot Info & Tech (Beijing) Co. Ltd, China.
Liu J; Blot Info & Tech (Beijing) Co. Ltd, China.
Cai Y; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Li Y; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Zhu X; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Geng J; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Zhang Y; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Teng H; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.
Wang W; Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiation Oncology, Peking University Cancer Hospital and Institute, China.

Clin Transl Radiat Oncol ; 38: 175-182, 2023 Jan.

Article em En | MEDLINE | ID: mdl-36471751

Palavras-chave

AUC, area under the curve; CEA, Carcinoembryonic antigen; DA, discriminant analysis; FOLFOX, fluorouracil plus oxaliplatin; IDI, integrated discrimination improvement; LARC, locally advanced rectal cancer; LASSO, least absolute shrinkage and selection operator; MRI, magnetic resonance imaging; NRI, net reclassification improvement; Neoadjuvant treatment; PCA, principal component analysis; PLS, partial least squares; RF, random forest; ROC, receiver operating characteristic; ROI, region-of-interest; Radiomics; Rectal cancer; SVM, support vector machine; T2WI, T2-weighted imaging; TEM, endoscopic microsurgery; TME, total mesorectal excision; XELOX, capecitabine plus oxaliplatin

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Clin Transl Radiat Oncol Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Clin Transl Radiat Oncol Ano de publicação: 2023 Tipo de documento: Article