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Open Access

Peer-reviewed

Research Article

Discovering Subgroups of Patients from DNA Copy Number Data Using NMF on Compacted Matrices

  • Cassio P. de Campos ,

    cassio@idsia.ch

    Affiliations Dalle Molle Institute for Artificial Intelligence (IDSIA), Manno, Switzerland, Lymphoma and Genomics Research Program, Institute of Oncology Research (IOR), Bellinzona, Switzerland

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  • Paola M. V. Rancoita,

    Affiliations Dalle Molle Institute for Artificial Intelligence (IDSIA), Manno, Switzerland, Lymphoma and Genomics Research Program, Institute of Oncology Research (IOR), Bellinzona, Switzerland, University Centre of Statistics for Biomedical Sciences (CUSSB), Vita-Salute San Raffaele University, Milan, Italy

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  • Ivo Kwee,

    Affiliations Dalle Molle Institute for Artificial Intelligence (IDSIA), Manno, Switzerland, Lymphoma and Genomics Research Program, Institute of Oncology Research (IOR), Bellinzona, Switzerland, Swiss Institute of Bioinformatics (SIB), Lausanne, Switzerland

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  • Emanuele Zucca,

    Affiliation Lymphoma Unit, Oncology Institute of Southern Switzerland (IOSI), Bellinzona, Switzerland

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  • Marco Zaffalon,

    Affiliation Dalle Molle Institute for Artificial Intelligence (IDSIA), Manno, Switzerland

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  • Francesco Bertoni

    Affiliations Lymphoma and Genomics Research Program, Institute of Oncology Research (IOR), Bellinzona, Switzerland, Lymphoma Unit, Oncology Institute of Southern Switzerland (IOSI), Bellinzona, Switzerland

    ⨯

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