Deep learning generates synthetic cancer histology for explainability and education.

Dolezal, James M; Wolk, Rachelle; Hieromnimon, Hanna M; Howard, Frederick M; Srisuwananukorn, Andrew; Karpeyev, Dmitry; Ramesh, Siddhi; Kochanny, Sara; Kwon, Jung Woo; Agni, Meghana; Simon, Richard C; Desai, Chandni; Kherallah, Raghad; Nguyen, Tung D; Schulte, Jefree J; Cole, Kimberly; Khramtsova, Galina; Garassino, Marina Chiara; Husain, Aliya N; Li, Huihua; Grossman, Robert; Cipriani, Nicole A; Pearson, Alexander T

Dolezal, James M; Wolk, Rachelle; Hieromnimon, Hanna M; Howard, Frederick M; Srisuwananukorn, Andrew; Karpeyev, Dmitry; Ramesh, Siddhi; Kochanny, Sara; Kwon, Jung Woo; Agni, Meghana; Simon, Richard C; Desai, Chandni; Kherallah, Raghad; Nguyen, Tung D; Schulte, Jefree J; Cole, Kimberly; Khramtsova, Galina; Garassino, Marina Chiara; Husain, Aliya N; Li, Huihua; Grossman, Robert; Cipriani, Nicole A; Pearson, Alexander T.

Afiliação

Dolezal JM; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
Wolk R; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Hieromnimon HM; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
Howard FM; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
Srisuwananukorn A; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Karpeyev D; Ghost Autonomy, Inc., Mountain View, CA, USA.
Ramesh S; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
Kochanny S; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
Kwon JW; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Agni M; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Simon RC; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Desai C; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Kherallah R; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Nguyen TD; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Schulte JJ; Department of Pathology and Laboratory Medicine, University of Wisconsin at Madison, Madison, WN, USA.
Cole K; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Khramtsova G; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Garassino MC; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
Husain AN; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Li H; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA.
Grossman R; University of Chicago, Center for Translational Data Science, Chicago, IL, USA.
Cipriani NA; Department of Pathology, University of Chicago Medicine, Chicago, IL, USA. nicole.cipriani@bsd.uchicago.edu.
Pearson AT; Section of Hematology/Oncology, Department of Medicine, University of Chicago Medicine, Chicago, IL, USA. alexander.pearson@bsd.uchicago.edu.

NPJ Precis Oncol ; 7(1): 49, 2023 May 29.

Article em En | MEDLINE | ID: mdl-37248379

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: NPJ Precis Oncol Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google