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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.
Affiliation
  • 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 in En | MEDLINE | ID: mdl-37248379
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies Language: En Journal: NPJ Precis Oncol Year: 2023 Document type: Article Affiliation country: United States Country of publication: United kingdom
Fulltext
Add to My VHL
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies Language: En Journal: NPJ Precis Oncol Year: 2023 Document type: Article Affiliation country: United States Country of publication: United kingdom