Application of explainable ensemble artificial intelligence model to categorization of hemodialysis-patient and treatment using nationwide-real-world data in Japan

• Eiichiro Kanda ,

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Visualization, Writing – original draft

  * E-mail: kms.cds.kanda@gmail.com

  Affiliation Medical Science, Kawasaki Medical School, Kurashiki, Okayama, Japan

  http://orcid.org/0000-0003-0676-096X

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• Bogdan I. Epureanu ,

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliation College of Engineering, University of Michigan, Ann Arbor, Michigan, United States of America

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• Taiji Adachi ,

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Formal analysis, Methodology, Validation, Writing – review & editing

  Affiliation Institute for Frontier Life and Medical Sciences, Kyoto University, Sakyo, Kyoto, Japan

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• Yuki Tsuruta ,

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Conceptualization, Data curation, Investigation, Methodology, Writing – review & editing

  Affiliation Tsuruta Itabashi Clinic, Itabashi, Tokyo, Japan

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• Kan Kikuchi ,

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Conceptualization, Data curation, Investigation, Methodology, Writing – review & editing

  Affiliation Shimoochiai Clinic, Shinjuku, Tokyo, Japan

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• Naoki Kashihara ,

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Project administration, Supervision, Validation, Writing – review & editing

  Affiliation Department of Nephrology and Hypertension, Kawasaki Medical School, Kurashiki, Okayama, Japan

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• Masanori Abe ,

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Conceptualization, Investigation, Supervision, Validation, Writing – review & editing

  Affiliation Division of Nephrology, Hypertension and Endocrinology, Department of Internal Medicine, Nihon University School of Medicine, Itabashi, Tokyo, Japan

  http://orcid.org/0000-0002-9156-5415

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• Ikuto Masakane ,

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Conceptualization, Data curation, Validation, Writing – review & editing

  Affiliation Department of Nephrology, Yabuki Hospital, Yamagata, Yamagata, Japan

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• Kosaku Nitta

  Contributed equally to this work with: Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

  Roles Conceptualization, Data curation, Project administration, Resources, Supervision, Writing – review & editing

  Affiliation Department of Nephrology, Tokyo Women’s Medical University, Shinjuku, Tokyo, Japan

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