Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

• Mizuho Nishio ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: nmizuho@kuhp.kyoto-u.ac.jp, jurader@yahoo.co.jp

  Affiliations Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, Shogoin, Sakyo-ku, Kyoto, Kyoto, Japan, Preemptive Medicine and Lifestyle Disease Research Center, Kyoto University Hospital, Shogoin, Sakyo-ku, Kyoto, Kyoto, Japan

  http://orcid.org/0000-0002-6037-2338

  ⨯
• Mitsuo Nishizawa,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Radiology, Osaka Medical College, Takatsuki, Osaka, Japan

  ⨯
• Osamu Sugiyama,

  Roles Methodology, Writing – review & editing

  Affiliation Preemptive Medicine and Lifestyle Disease Research Center, Kyoto University Hospital, Shogoin, Sakyo-ku, Kyoto, Kyoto, Japan

  ⨯
• Ryosuke Kojima,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Biomedical Data Intelligence, Kyoto University Graduate School of Medicine, Sakyo-ku, Kyoto, Kyoto, Japan

  ⨯
• Masahiro Yakami,

  Roles Conceptualization, Data curation, Writing – review & editing

  Affiliations Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, Shogoin, Sakyo-ku, Kyoto, Kyoto, Japan, Preemptive Medicine and Lifestyle Disease Research Center, Kyoto University Hospital, Shogoin, Sakyo-ku, Kyoto, Kyoto, Japan

  ⨯
• Tomohiro Kuroda,

  Roles Project administration, Supervision, Writing – review & editing

  Affiliation Division of Medical Information Technology and Administrative Plannnig, Kyoto University Hospital, Shogoin, Sakyo-ku, Kyoto, Kyoto, Japan

  ⨯
• Kaori Togashi

  Roles Supervision, Writing – review & editing

  Affiliation Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, Shogoin, Sakyo-ku, Kyoto, Kyoto, Japan

  ⨯