A Deep Convolutional Neural Network for segmenting and classifying epithelial and stromal regions in histopathological images.

Xu, Jun; Luo, Xiaofei; Wang, Guanhao; Gilmore, Hannah; Madabhushi, Anant

Xu, Jun; Luo, Xiaofei; Wang, Guanhao; Gilmore, Hannah; Madabhushi, Anant.

Afiliación

Xu J; Jiangsu Key Laboratory of Big Data Analysis Technique, Nanjing University of Information Science and Technology, Nanjing 210044, China.
Luo X; Jiangsu Key Laboratory of Big Data Analysis Technique, Nanjing University of Information Science and Technology, Nanjing 210044, China.
Wang G; Jiangsu Key Laboratory of Big Data Analysis Technique, Nanjing University of Information Science and Technology, Nanjing 210044, China.
Gilmore H; Institute for Pathology, University Hospitals Case Medical Center, Case Western Reserve University, OH 44106-7207, USA.
Madabhushi A; Department of Biomedical Engineering, Case Western Reserve University, OH 44106, USA.

Neurocomputing (Amst) ; 191: 214-223, 2016 May 26.

Article en En | MEDLINE | ID: mdl-28154470

Palabras clave

Breast histopathology; Colorectal cancer; Deep Convolutional Neural Networks; Feature representation; The classification of epithelial and stromal regions

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Texto completo: 1 Bases de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: Neurocomputing (Amst) Año: 2016 Tipo del documento: Article País de afiliación: China

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