Development and validation of a set of six adaptable prognosis prediction (SAP) models based on time-series real-world big data analysis for patients with cancer receiving chemotherapy: A multicenter case crossover study

• Yu Uneno ,

  Contributed equally to this work with: Yu Uneno, Kei Taneishi

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

  Affiliation Department of Clinical Oncology, Kyoto University Hospital, Kyoto city, Japan

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• Kei Taneishi ,

  Contributed equally to this work with: Yu Uneno, Kei Taneishi

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

  Affiliation RIKEN Advanced Institute for Computational Science, Kobe city, Japan

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• Masashi Kanai,

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Clinical Oncology, Kyoto University Hospital, Kyoto city, Japan

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• Kazuya Okamoto,

  Roles Data curation, Formal analysis, Methodology, Resources, Supervision

  Affiliation Division of Information Technology and Administration Planning, Kyoto University Hospital, Kyoto city, Japan

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• Yosuke Yamamoto,

  Roles Data curation, Formal analysis, Methodology, Resources, Supervision

  Affiliations Department of Healthcare Epidemiology, School of Public Health in the Graduate School of Medicine, Kyoto University, Kyoto city, Japan, Institute for Advancement of Clinical and Translational Science, Kyoto University Hospital, Kyoto city, Japan

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• Akira Yoshioka,

  Roles Data curation, Resources, Supervision

  Affiliation Department of Palliative Care, Mitsubishi Kyoto Hospital, Kyoto city, Japan

  ⨯
• Shuji Hiramoto,

  Roles Data curation, Resources, Supervision

  Affiliation Department of Clinical Oncology, Mitsubishi Kyoto Hospital, Kyoto city, Japan

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• Akira Nozaki,

  Roles Data curation, Resources, Supervision

  Affiliation Department of Medical Oncology, Kyoto Min-iren Chuo Hospital, Kyoto city, Japan

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• Yoshitaka Nishikawa,

  Roles Conceptualization, Methodology, Project administration, Supervision

  Affiliation Department of Clinical Oncology, Kyoto University Hospital, Kyoto city, Japan

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• Daisuke Yamaguchi,

  Roles Conceptualization, Methodology, Project administration, Supervision

  Affiliation Department of Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa city, Japan

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• Teruko Tomono,

  Roles Conceptualization, Methodology, Project administration, Supervision

  Affiliation Department of Gastroenterology and Hepatology, Graduate School of Medicine, Kyoto University, Kyoto city, Japan

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• Masahiko Nakatsui,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Software, Supervision, Validation, Visualization

  Affiliation Department of Clinical System Onco-Informatics, Graduate School of Medicine, Kyoto University, Kyoto city, Japan

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• Mika Baba,

  Roles Data curation, Resources, Supervision

  Affiliation Department of Palliative Medicine, Suita Tokushukai Hospital, Suita city, Japan

  ⨯
• Tatsuya Morita,

  Roles Data curation, Resources, Supervision

  Affiliation Palliative and Supportive Care Division, Seirei Mikatahara General Hospital, Hamamatsu city, Japan

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• Shigemi Matsumoto,

  Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Resources, Software, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Clinical Oncology, Kyoto University Hospital, Kyoto city, Japan

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• Tomohiro Kuroda,

  Roles Data curation, Resources, Software, Supervision

  Affiliation Division of Information Technology and Administration Planning, Kyoto University Hospital, Kyoto city, Japan

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• Yasushi Okuno ,

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

  * E-mail: okuno.yasushi.4c@kyoto-u.ac.jp

  Affiliations RIKEN Advanced Institute for Computational Science, Kobe city, Japan, Department of Clinical System Onco-Informatics, Graduate School of Medicine, Kyoto University, Kyoto city, Japan

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•  [ ... ],
• Manabu Muto

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Department of Clinical Oncology, Kyoto University Hospital, Kyoto city, Japan

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