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Monitoring of blood biochemical markers for periprosthetic joint infection using ensemble machine learning and UMAP embedding.
Kawakami, Eiryo; Kobayashi, Naomi; Ichihara, Yuichiro; Ishikawa, Tetsuo; Choe, Hyonmin; Tomoyama, Akito; Inaba, Yutaka.
Afiliação
  • Kawakami E; Medical Sciences Innovation Hub Program (MIH), RIKEN, 1-7-22 Suehiro-Cho, Tsurumi-Ku, Yokohama, Kanagawa, 230-0045, Japan.
  • Kobayashi N; Advanced Data Science Project, RIKEN Information R&D and Strategy Headquarters, 1-7-22 Suehiro-Cho, Tsurumi-Ku, Yokohama, Kanagawa, 230-0045, Japan.
  • Ichihara Y; Artificial Intelligence Medicine, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chiba City, Chiba, 260-8670, Japan.
  • Ishikawa T; Center for Artificial Intelligence in Therapeutics (CAIST), Chiba University, 1-8-1 Inohana, Chiba City, Chiba, 260-8670, Japan.
  • Choe H; Institute for Advanced Academic Research (IAAR), Chiba University, 1-33 Yayoi-Cho, Inage-Ku, Chiba City, Chiba, 263-8522, Japan.
  • Tomoyama A; Department of Orthopaedics Surgery, Yokohama City University Medical Center, 4-57, Urafune-Cho, Minami-Ku, Yokohama, Kanagawa, 232-0024, Japan. naomik58@aol.com.
  • Inaba Y; Medical Sciences Innovation Hub Program (MIH), RIKEN, 1-7-22 Suehiro-Cho, Tsurumi-Ku, Yokohama, Kanagawa, 230-0045, Japan.
Arch Orthop Trauma Surg ; 143(10): 6057-6067, 2023 Oct.
Article em En | MEDLINE | ID: mdl-37115242
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Artrite Infecciosa / Infecções Relacionadas à Prótese / Artroplastia de Quadril / Artroplastia do Joelho Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Arch Orthop Trauma Surg Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Japão
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Artrite Infecciosa / Infecções Relacionadas à Prótese / Artroplastia de Quadril / Artroplastia do Joelho Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Arch Orthop Trauma Surg Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Japão