Machine learning-based prediction of clinical outcomes after first-ever ischemic stroke
Fast L, Temuulen U, Villringer K, Kufner A, Ali H, Siebert E, Huo S, Piper S, Sperber P, Liman T, Endres M, Ritter K. Machine learning-based prediction of clinical outcomes after first-ever ischemic stroke. Frontiers In Neurology 2023, 14: 1114360. PMID: 36895902, PMCID: PMC9990416, DOI: 10.3389/fneur.2023.1114360.Peer-Reviewed Original ResearchMini-Mental State ExaminationClinical outcomesBarthel IndexIschemic strokePrognostic factorsPatient dischargeCognitive functionFunctional recovery outcomesFurther patient careHealth Stroke ScaleEpidemiologic Studies Depression ScaleIschemic stroke patientsStroke ScaleAcute strokeProspective cohortRankin ScaleFunctional recoveryPrognostic featuresStroke patientsModified Telephone InterviewTreatment strategiesDepression ScaleIndividual patientsState ExaminationHealthcare providers