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Shedding light on the black box of a neural network used to detect prostate cancer in whole slide images by occlusion-based explainability.
Gallo, Matej; Krajnanský, Vojtech; Nenutil, Rudolf; Holub, Petr; Brázdil, Tomás.
Affiliation
  • Gallo M; Faculty of Informatics, Masaryk University, Botanická 68a, 602 00 Brno, Czech Republic. Electronic address: 422328@mail.muni.cz.
  • Krajnanský V; Faculty of Informatics, Masaryk University, Botanická 68a, 602 00 Brno, Czech Republic.
  • Nenutil R; Department of Pathology, Masaryk Memorial Cancer Institute, Zlutý kopec 7, 656 53 Brno, Czech Republic.
  • Holub P; Institute of Computer Science, Masaryk University, Sumavská 416/15, 602 00 Brno, Czech Republic.
  • Brázdil T; Faculty of Informatics, Masaryk University, Botanická 68a, 602 00 Brno, Czech Republic.
N Biotechnol ; 78: 52-67, 2023 Dec 25.
Article in En | MEDLINE | ID: mdl-37793603
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prostatic Neoplasms / Neural Networks, Computer Type of study: Prognostic_studies Limits: Humans / Male Language: En Journal: N Biotechnol Journal subject: BIOLOGIA MOLECULAR / ENGENHARIA BIOMEDICA Year: 2023 Document type: Article Country of publication: Netherlands
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prostatic Neoplasms / Neural Networks, Computer Type of study: Prognostic_studies Limits: Humans / Male Language: En Journal: N Biotechnol Journal subject: BIOLOGIA MOLECULAR / ENGENHARIA BIOMEDICA Year: 2023 Document type: Article Country of publication: Netherlands