Deep learning-based multifeature integration robustly predicts central lymph node metastasis in papillary thyroid cancer.

Wang, Zhongzhi; Qu, Limeng; Chen, Qitong; Zhou, Yong; Duan, Hongtao; Li, Baifeng; Weng, Yao; Su, Juan; Yi, Wenjun

Wang, Zhongzhi; Qu, Limeng; Chen, Qitong; Zhou, Yong; Duan, Hongtao; Li, Baifeng; Weng, Yao; Su, Juan; Yi, Wenjun.

Afiliação

Wang Z; Department of General Surgery, the Affiliated Zhuzhou Hospital Xiangya Medical College, Central South University, Zhuzhou, Hunan, China.
Qu L; Department of General Surgery, The Second Xiangya Hospital of Central South University, No. 139, Renmin Central Road, Changsha, 410011, P.R. China.
Chen Q; Department of General Surgery, The Second Xiangya Hospital of Central South University, No. 139, Renmin Central Road, Changsha, 410011, P.R. China.
Zhou Y; Department of General Surgery, the Affiliated Zhuzhou Hospital Xiangya Medical College, Central South University, Zhuzhou, Hunan, China.
Duan H; Department of Ultrasound Diagnosis, the Affiliated Zhuzhou Hospital Xiangya Medical College, Central South University, Zhuzhou, Hunan, China.
Li B; Department of General Surgery, the Affiliated Zhuzhou Hospital Xiangya Medical College, Central South University, Zhuzhou, Hunan, China.
Weng Y; Department of Metabolic Endocrinology, the Affiliated Zhuzhou Hospital Xiangya Medical College, Central South University, Zhuzhou, Hunan, China.
Su J; Department of Medical Administration, the Affiliated Zhuzhou Hospital Xiangya Medical College, Central South University, No.116, Changjiang South Road, Zhuzhou, 412007, P.R. China. 871158782@qq.com.
Yi W; Department of General Surgery, The Second Xiangya Hospital of Central South University, No. 139, Renmin Central Road, Changsha, 410011, P.R. China. yiwenjun@csu.edu.cn.

BMC Cancer ; 23(1): 128, 2023 Feb 08.

Article em En | MEDLINE | ID: mdl-36750791

Assuntos

Aprendizado Profundo; Neoplasias da Glândula Tireoide; Humanos; Câncer Papilífero da Tireoide/genética; Neoplasias da Glândula Tireoide/patologia; Metástase Linfática/patologia; Inteligência Artificial; Fatores de Risco; Linfonodos/patologia; Estudos Retrospectivos

Palavras-chave

BRAF V600E gene mutation; Central lymph node metastasis(CLNM); Convolutional neural network(CNN); Papillary thyroid cancer(PTC)

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias da Glândula Tireoide / Aprendizado Profundo Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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