Differentiation of pancreatic ductal adenocarcinoma and chronic pancreatitis using graph neural networks on histopathology and collagen fiber features.

Li, Bin; Nelson, Michael S; Savari, Omid; Loeffler, Agnes G; Eliceiri, Kevin W

Li, Bin; Nelson, Michael S; Savari, Omid; Loeffler, Agnes G; Eliceiri, Kevin W.

Afiliación

Li B; Department of Biomedical Engineering, University of Wisconsin-Madison, Madison 53706, WI, USA.
Nelson MS; Morgridge Institute for Research, Madison 53705, WI, USA.
Savari O; Department of Biomedical Engineering, University of Wisconsin-Madison, Madison 53706, WI, USA.
Loeffler AG; Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh 15213, PA, USA.
Eliceiri KW; Department of Pathology, MetroHealth Medical Center, Cleveland 44109, OH, USA.

J Pathol Inform ; 13: 100158, 2022.

Article en En | MEDLINE | ID: mdl-36605110

Palabras clave

Chronic pancreatitis; Collagen fibers; Deep learning; Graph neural network; Histopathology; Pancreatic cancer; Second-harmonic generation imaging

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Texto completo: 1 Base de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: J Pathol Inform Año: 2022 Tipo del documento: Article

Texto completo

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PubMed Links

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Texto completo: 1 Base de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: J Pathol Inform Año: 2022 Tipo del documento: Article