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Immune-inflammatory, coagulation, adhesion, and imaging biomarkers combined in machine learning models improve the prediction of death 1 year after ischemic stroke.

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Title: Immune-inflammatory, coagulation, adhesion, and imaging biomarkers combined in machine learning models improve the prediction of death 1 year after ischemic stroke.
Authors: Lehmann ALCF; Department of Clinical Medicine, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil., Alfieri DF; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil., de Araújo MCM; Clinical Neurology Postgraduate Program, University Hospital of State University of Londrina, Londrina, Paraná, Brazil., Trevisani ER; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil., Nagao MR; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil., Pesente FS; Surgery Neurology Postgraduate Program, University Hospital of State University of Londrina, Londrina, Paraná, Brazil., Gelinski JR; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil., de Freitas LB; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil., Flauzino T; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil., Lehmann MF; Department of Clinical Surgery, Health Sciences Center, and Neurosurgery Service of the University Hospital, State University of Londrina, Londrina, Paraná, Brazil., Lozovoy MAB; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil.; Department of Pathology, Clinical Analysis, and Toxicology, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Londrina, Paraná, 86.038-440, Brazil., Breganó JW; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil.; Department of Pathology, Clinical Analysis, and Toxicology, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Londrina, Paraná, 86.038-440, Brazil., Simão ANC; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil.; Department of Pathology, Clinical Analysis, and Toxicology, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Londrina, Paraná, 86.038-440, Brazil., Maes M; IMPACT Strategic Research Centre, School of Medicine, Deakin University, Geelong, VIC, Australia.; Department of Psychiatry, King Chulalongkorn Memorial Hospital, Chulalongkorn, Bangkok, Thailand., Reiche EMV; Laboratory of Research in Applied Immunology, Health Sciences Center, State University of Londrina, Londrina, Paraná, Brazil. reiche@sercomtel.com.br.; Department of Pathology, Clinical Analysis, and Toxicology, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Londrina, Paraná, 86.038-440, Brazil. reiche@sercomtel.com.br.
Source: Clinical and experimental medicine [Clin Exp Med] 2022 Feb; Vol. 22 (1), pp. 111-123. Date of Electronic Publication: 2021 Jun 12.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Italia Country of Publication: Italy NLM ID: 100973405 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1591-9528 (Electronic) Linking ISSN: 15918890 NLM ISO Abbreviation: Clin Exp Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Immune-inflammatory, coagulation, adhesion, and imaging biomarkers combined in machine learning models improve the prediction of death 1 year after ischemic stroke.
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