Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified

• Takuma Shibahara ,

  Contributed equally to this work with: Takuma Shibahara, Chisa Wada, Yasuho Yamashita, Kazuhiro Fujita

  Roles Conceptualization, Methodology, Project administration, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: takuma.shibahara.nj@hitachi.com

  Current address: Central Research Laboratory, Hitachi Limited, Tokyo, Japan

  Affiliation Research and Development Group, Hitachi Limited, Tokyo, Japan

  https://orcid.org/0000-0003-1559-9805

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• Chisa Wada ,

  Contributed equally to this work with: Takuma Shibahara, Chisa Wada, Yasuho Yamashita, Kazuhiro Fujita

  Roles Conceptualization, Data curation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Bioinformatics Group, Translational Research Department, Daiichi Sankyo RD Novare Coporation, Limited, Tokyo, Japan

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• Yasuho Yamashita ,

  Contributed equally to this work with: Takuma Shibahara, Chisa Wada, Yasuho Yamashita, Kazuhiro Fujita

  Roles Conceptualization, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Research and Development Group, Hitachi Limited, Tokyo, Japan

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• Kazuhiro Fujita ,

  Contributed equally to this work with: Takuma Shibahara, Chisa Wada, Yasuho Yamashita, Kazuhiro Fujita

  Roles Conceptualization, Data curation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Bioinformatics Group, Translational Research Department, Daiichi Sankyo RD Novare Coporation, Limited, Tokyo, Japan

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• Masamichi Sato,

  Roles Conceptualization, Writing – review & editing

  Affiliation Bioinformatics Group, Translational Research Department, Daiichi Sankyo RD Novare Coporation, Limited, Tokyo, Japan

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• Junichi Kuwata,

  Roles Visualization, Writing – review & editing

  Affiliation Research and Development Group, Hitachi Limited, Tokyo, Japan

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• Atsushi Okamoto,

  Roles Conceptualization, Writing – review & editing

  Affiliation Bioinformatics Group, Translational Research Department, Daiichi Sankyo RD Novare Coporation, Limited, Tokyo, Japan

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• Yoshimasa Ono

  Roles Conceptualization, Writing – review & editing

  Affiliation Translational Research Department, Daiichi Sankyo RD Novare Coporation, Limited, Tokyo, Japan

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