Automatic Tumor Grading on Colorectal Cancer Whole-Slide Images: Semi-Quantitative Gland Formation Percentage and New Indicator Exploration.

Chen, Shenlun; Zhang, Meng; Wang, Jiazhou; Xu, Midie; Hu, Weigang; Wee, Leonard; Dekker, Andre; Sheng, Weiqi; Zhang, Zhen

Chen, Shenlun; Zhang, Meng; Wang, Jiazhou; Xu, Midie; Hu, Weigang; Wee, Leonard; Dekker, Andre; Sheng, Weiqi; Zhang, Zhen.

Afiliação

Chen S; Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
Zhang M; MAASTRO (Department of Radiotherapy), GROW School of Oncology and Developmental Biology, Maastricht University and Maastricht University Medical Centre+, Maastricht, Netherlands.
Wang J; Department of Pathology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
Xu M; Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
Hu W; Department of Pathology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
Wee L; Department of Pathology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
Dekker A; MAASTRO (Department of Radiotherapy), GROW School of Oncology and Developmental Biology, Maastricht University and Maastricht University Medical Centre+, Maastricht, Netherlands.
Sheng W; MAASTRO (Department of Radiotherapy), GROW School of Oncology and Developmental Biology, Maastricht University and Maastricht University Medical Centre+, Maastricht, Netherlands.
Zhang Z; Department of Pathology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.

Front Oncol ; 12: 833978, 2022.

Article em En | MEDLINE | ID: mdl-35646672

Palavras-chave

Pathology and clinical outcomes; colorectal cancer; deep learning; gland formation; tumor grading; whole-slide histopathology image

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Texto completo: 1 Coleções: 01-internacional Temas: Geral / Tipos_de_cancer / Colon_e_reto Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Front Oncol Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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