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Deep Learning-Based Functional Independence Measure Score Prediction After Stroke in Kaifukuki (Convalescent) Rehabilitation Ward Annexed to Acute Care Hospital

Autor: Naoya Ishida, Norio Narita, Kengo Kinjo, Masahito Katsuki, Yoshimichi Sato, Ryuzaburo Kochi, Kenichi Yokota, Taketo Nishizawa, K. Sato, Dan Ozaki, Kokoro Kawamura, Wenting Jia, Shinya Shimabukuro, Ohmi Watanabe, Iori Yasuda, Siqi Cai

Publikováno v: Cureus

Introduction Prediction models of functional independent measure (FIM) score after kaifukuki (convalescent) rehabilitation ward (KRW) are needed to decide the treatment strategies and save medical resources. Statistical models were reported, but thei

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e12554d8f803a30b23fd1489dc7ad44f
http://europepmc.org/articles/PMC8396410

Can AI predict walking independence in patients with stroke upon admission to a recovery-phase rehabilitation ward?

Autor: Ono K; Physical Therapy Division, Department of Rehabilitation, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan., Takahashi R; Physical Therapy Division, Department of Rehabilitation, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan.; Advanced Rehabilitation Office, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan., Morita K; Occupational Therapy Division, Department of Rehabilitation, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan., Ara Y; Advanced Rehabilitation Office, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan.; Occupational Therapy Division, Department of Rehabilitation, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan., Abe S; Physical Therapy Division, Department of Rehabilitation, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan.; Advanced Rehabilitation Office, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan., Ito S; Physical Therapy Division, Department of Rehabilitation, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan., Uno S; Physical Therapy Division, Department of Rehabilitation, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan., Abe M; Advanced Rehabilitation Office, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan.; Occupational Therapy Division, Department of Rehabilitation, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan., Shirasaka T; Rehabilitation Division, Department of Medical, Hokuto Social Medical Corporation Tokachi Rehabilitation Center, Obihiro, Hokkaido, Japan.

Publikováno v: Japanese journal of comprehensive rehabilitation science [Jpn J Compr Rehabil Sci] 2024 Apr 12; Vol. 15, pp. 1-7. Date of Electronic Publication: 2024 Apr 12 (Print Publication: 2024).

Deep Learning-Based Functional Independence Measure Score Prediction After Stroke in Kaifukuki (Convalescent) Rehabilitation Ward Annexed to Acute Care Hospital.

Autor: Katsuki M; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN.; Neurosurgery, Itoigawa General Hospital, Itoigawa, JPN., Narita N; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Ozaki D; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Sato Y; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Jia W; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Nishizawa T; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Kochi R; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Sato K; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Kawamura K; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Ishida N; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Watanabe O; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Cai S; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Shimabukuro S; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Yasuda I; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Kinjo K; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN., Yokota K; Neurosurgery, Kesennuma City Hospital, Kesennuma, JPN.

Publikováno v: Cureus [Cureus] 2021 Jul 23; Vol. 13 (7), pp. e16588. Date of Electronic Publication: 2021 Jul 23 (Print Publication: 2021).