Hematologist-Level Classification of Mature B-Cell Neoplasm Using Deep Learning on Multiparameter Flow Cytometry Data.

Zhao, Max; Mallesh, Nanditha; Höllein, Alexander; Schabath, Richard; Haferlach, Claudia; Haferlach, Torsten; Elsner, Franz; Lüling, Hannes; Krawitz, Peter; Kern, Wolfgang

Zhao, Max; Mallesh, Nanditha; Höllein, Alexander; Schabath, Richard; Haferlach, Claudia; Haferlach, Torsten; Elsner, Franz; Lüling, Hannes; Krawitz, Peter; Kern, Wolfgang.

Afiliação

Zhao M; Institute for Genomic Statistics and Bioinformatics, University Bonn, Bonn, Germany.
Mallesh N; Institute of Human Genetics and Medical Genetics, Charité University Hospital, Berlin, Germany.
Höllein A; Institute for Genomic Statistics and Bioinformatics, University Bonn, Bonn, Germany.
Schabath R; MLL Munich Leukemia Laboratory, Munich, Germany.
Haferlach C; Red Cross Hospital Munich, Munich, Germany.
Haferlach T; MLL Munich Leukemia Laboratory, Munich, Germany.
Elsner F; Onkologische Praxis Berlin Mitte, Berlin, Germany.
Lüling H; MLL Munich Leukemia Laboratory, Munich, Germany.
Krawitz P; MLL Munich Leukemia Laboratory, Munich, Germany.
Kern W; res mechanica GmbH, Munich, Germany.

Cytometry A ; 97(10): 1073-1080, 2020 10.

Article em En | MEDLINE | ID: mdl-32519455

Assuntos

Aprendizado Profundo; Leucemia Linfocítica Crônica de Células B; Linfoma de Células B; Adulto; Inteligência Artificial; Linfócitos B; Citometria de Fluxo; Humanos; Imunofenotipagem

Palavras-chave

deep learning; non-Hodgkin lymphoma; self-organizing maps

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Leucemia Linfocítica Crônica de Células B / Linfoma de Células B / Aprendizado Profundo Tipo de estudo: Prognostic_studies Limite: Adult / Humans Idioma: En Revista: Cytometry A Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Alemanha

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