Endoscopy-Based Deep Convolutional Neural Network Predicts Response to Neoadjuvant Treatment for Locally Advanced Rectal Cancer.

Chen, Xijie; Chen, Junguo; He, Xiaosheng; Xu, Liang; Liu, Wei; Lin, Dezheng; Luo, Yuxuan; Feng, Yue; Lian, Lei; Hu, Jiancong; Lan, Ping

Chen, Xijie; Chen, Junguo; He, Xiaosheng; Xu, Liang; Liu, Wei; Lin, Dezheng; Luo, Yuxuan; Feng, Yue; Lian, Lei; Hu, Jiancong; Lan, Ping.

Affiliation

Chen X; Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Chen J; Department of Gastrointestinal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
He X; Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Xu L; Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Liu W; Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Lin D; Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Luo Y; Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Feng Y; Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Lian L; Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Hu J; Department of Endoscopic Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Lan P; Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.

Front Physiol ; 13: 880981, 2022.

Article de En | MEDLINE | ID: mdl-35574447

Mots clés

deep convolutional neural network; endoscopy; neoadjuvant therapy; rectal cancer; treatment response

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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Type d'étude: Prognostic_studies / Risk_factors_studies Langue: En Journal: Front Physiol Année: 2022 Type de document: Article Pays d'affiliation: Chine Pays de publication: Suisse

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