Improvement of predictive accuracies of functional outcomes after subacute stroke inpatient rehabilitation by machine learning models

• Yuta Miyazaki,

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

  Affiliations Department of Physical Rehabilitation, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan, Department of Rehabilitation Medicine, Tokyo Bay Rehabilitation Hospital, Chiba, Japan, Department of Rehabilitation Medicine, Keio University School of Medicine, Tokyo, Japan

  https://orcid.org/0000-0003-2180-5978

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• Michiyuki Kawakami ,

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Supervision, Validation, Writing – review & editing

  * E-mail: michiyukikawakami@hotmail.com

  Affiliations Department of Rehabilitation Medicine, Tokyo Bay Rehabilitation Hospital, Chiba, Japan, Department of Rehabilitation Medicine, Keio University School of Medicine, Tokyo, Japan

  https://orcid.org/0000-0001-6459-3325

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• Kunitsugu Kondo,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Rehabilitation Medicine, Tokyo Bay Rehabilitation Hospital, Chiba, Japan, Department of Rehabilitation Medicine, Keio University School of Medicine, Tokyo, Japan

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• Masahiro Tsujikawa,

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

  Affiliations Department of Rehabilitation Medicine, Tokyo Bay Rehabilitation Hospital, Chiba, Japan, Department of Rehabilitation Medicine, Keio University School of Medicine, Tokyo, Japan

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• Kaoru Honaga,

  Roles Supervision, Writing – original draft

  Affiliations Department of Rehabilitation Medicine, Tokyo Bay Rehabilitation Hospital, Chiba, Japan, Department of Rehabilitation Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan

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• Kanjiro Suzuki,

  Roles Investigation, Methodology, Supervision

  Affiliation Department of Rehabilitation Medicine, Waseda Clinic, Miyazaki, Japan

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• Tetsuya Tsuji

  Roles Supervision, Writing – review & editing

  Affiliation Department of Rehabilitation Medicine, Keio University School of Medicine, Tokyo, Japan

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