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Analysing cerebrospinal fluid with explainable deep learning: From diagnostics to insights.
Schweizer, Leonille; Seegerer, Philipp; Kim, Hee-Yeong; Saitenmacher, René; Muench, Amos; Barnick, Liane; Osterloh, Anja; Dittmayer, Carsten; Jödicke, Ruben; Pehl, Debora; Reinhardt, Annekathrin; Ruprecht, Klemens; Stenzel, Werner; Wefers, Annika K; Harter, Patrick N; Schüller, Ulrich; Heppner, Frank L; Alber, Maximilian; Müller, Klaus-Robert; Klauschen, Frederick.
Affiliation
  • Schweizer L; Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Seegerer P; German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Kim HY; Machine-Learning Group, Department of Software Engineering and Theoretical Computer Science, Technische Universität Berlin, Berlin, Germany.
  • Saitenmacher R; Aignostics GmbH, Berlin, Germany.
  • Muench A; Systems Medicine of Infectious Disease, Robert Koch Institute, Berlin, Germany.
  • Barnick L; Machine-Learning Group, Department of Software Engineering and Theoretical Computer Science, Technische Universität Berlin, Berlin, Germany.
  • Osterloh A; Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Dittmayer C; German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Jödicke R; Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Pehl D; Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Reinhardt A; Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Ruprecht K; Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Stenzel W; German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  • Wefers AK; Department of Pathology, Vivantes Hospitals Berlin, Berlin, Germany.
  • Harter PN; Department of Neuropathology, University Hospital Heidelberg, Heidelberg, Germany.
  • Schüller U; Department of Neurology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Heppner FL; Department of Neuropathology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
  • Alber M; Institute of NeuropathologyUniversity Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Müller KR; Neurological Institute (Edinger Institute), Goethe University, Frankfurt am Main, Germany.
  • Klauschen F; Frankfurt Cancer Institute, Goethe University, Frankfurt am Main, Germany.
Neuropathol Appl Neurobiol ; 49(1): e12866, 2023 02.
Article in En | MEDLINE | ID: mdl-36519297
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Deep Learning Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Neuropathol Appl Neurobiol Year: 2023 Document type: Article Affiliation country: Alemania Country of publication: Reino Unido
Fulltext
Add to My VHL
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Deep Learning Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Neuropathol Appl Neurobiol Year: 2023 Document type: Article Affiliation country: Alemania Country of publication: Reino Unido