Increasing tendency of urine protein is a risk factor for rapid eGFR decline in patients with CKD: A machine learning-based prediction model by using a big database

• Daijo Inaguma ,

  Contributed equally to this work with: Daijo Inaguma, Akimitsu Kitagawa, Ryosuke Yanagiya, Akira Koseki, Toshiya Iwamori

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

  * E-mail: daijo@fujita-hu.ac.jp

  Affiliation Department of Internal Medicine, Fujita Health University Bantane Hospital–Nagoya, Japan

  http://orcid.org/0000-0002-3977-5933

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• Akimitsu Kitagawa ,

  Contributed equally to this work with: Daijo Inaguma, Akimitsu Kitagawa, Ryosuke Yanagiya, Akira Koseki, Toshiya Iwamori

  Roles Data curation, Writing – original draft

  Affiliation Department of Internal Medicine, Fujita Health University Bantane Hospital–Nagoya, Japan

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• Ryosuke Yanagiya ,

  Contributed equally to this work with: Daijo Inaguma, Akimitsu Kitagawa, Ryosuke Yanagiya, Akira Koseki, Toshiya Iwamori

  Roles Project administration

  Affiliation Division of Medical Information Systems, Fujita Health University School of Medicine–Toyoake, Japan

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• Akira Koseki ,

  Contributed equally to this work with: Daijo Inaguma, Akimitsu Kitagawa, Ryosuke Yanagiya, Akira Koseki, Toshiya Iwamori

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft

  Affiliation IBM Research—Tokyo, Japan

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• Toshiya Iwamori ,

  Contributed equally to this work with: Daijo Inaguma, Akimitsu Kitagawa, Ryosuke Yanagiya, Akira Koseki, Toshiya Iwamori

  Roles Data curation, Formal analysis, Methodology

  Affiliation IBM Research—Tokyo, Japan

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• Michiharu Kudo ,

  Roles Supervision

  ¶‡ These authors also contributed equally to this work.

  Affiliation IBM Research—Tokyo, Japan

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• Yukio Yuzawa

  Roles Supervision

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Nephrology, Fujita Health University School of Medicine–Toyoake, Japan

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