Label-free classification of cells based on supervised machine learning of subcellular structures

• Yusuke Ozaki ,

  Contributed equally to this work with: Yusuke Ozaki, Hidenao Yamada

  Roles Conceptualization, Investigation, Writing – original draft

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Hidenao Yamada ,

  Contributed equally to this work with: Yusuke Ozaki, Hidenao Yamada

  Roles Conceptualization, Data curation, Visualization, Writing – original draft

  * E-mail: iwai@crl.hpk.co.jp

  Affiliation Central Research Laboratory, Hamamatsu Photonics K.K., Hamamatsu, Shizuoka, Japan

  http://orcid.org/0000-0001-7091-9053

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• Hirotoshi Kikuchi,

  Roles Conceptualization, Funding acquisition, Writing – review & editing

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Amane Hirotsu,

  Roles Investigation

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Tomohiro Murakami,

  Roles Resources

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Tomohiro Matsumoto,

  Roles Resources

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Toshiki Kawabata,

  Roles Funding acquisition

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Yoshihiro Hiramatsu,

  Roles Resources

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Kinji Kamiya,

  Roles Resources

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Toyohiko Yamauchi,

  Roles Data curation, Methodology

  Affiliation Central Research Laboratory, Hamamatsu Photonics K.K., Hamamatsu, Shizuoka, Japan

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• Kentaro Goto,

  Roles Resources

  Affiliation Central Research Laboratory, Hamamatsu Photonics K.K., Hamamatsu, Shizuoka, Japan

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• Yukio Ueda,

  Roles Supervision

  Affiliation Central Research Laboratory, Hamamatsu Photonics K.K., Hamamatsu, Shizuoka, Japan

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• Shigetoshi Okazaki,

  Roles Supervision

  Affiliation Department of Medical Spectroscopy, Institute for Medical Photonics Research, Preeminent Medical Photonics Education and Research Center, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

  http://orcid.org/0000-0001-5041-6301

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• Masatoshi Kitagawa,

  Roles Supervision

  Affiliations Department of Molecular Biology, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan, Laboratory Animal Facilities and Services, Preeminent Medical Photonics Education and Research Center, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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• Hiroya Takeuchi,

  Roles Supervision

  Affiliation Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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•  [ ... ],
• Hiroyuki Konno

  Roles Funding acquisition, Project administration

  Affiliation Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan

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