Carotid intima media thickness measurements coupled with stroke severity strongly predict short-term outcome in patients with acute ischemic stroke: a machine learning study

Author:

Lehmann Ana Lucia Cruz Fürstenberger,Alfieri Daniela FrizonORCID,de Araújo Maria Caroline Martins,Trevisani Emanuelle Roberto,Nagao Maisa Rocha,Pesente Francisco Spessatto,Gelinski Jair Roberto,de Freitas Leonardo Bodner,Flauzino Tamires,Lehmann Márcio Francisco,Lozovoy Marcell Alysson BatistiORCID,Breganó José Wander,Simão Andréa Name ColadoORCID,Maes Michael,Reiche Edna Maria VissociORCID

Funder

Fundação Araucária

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

Springer Science and Business Media LLC

Subject

Cellular and Molecular Neuroscience,Neurology (clinical),Biochemistry

Reference85 articles.

1. Albanese MA, Clarke WR, Adams HP, Woolson RF (1994) Ensuring reliability of outcome measures in multicenter clinical trials of treatments for acute ischemic stroke. The program developed for the Trial of Org 10172 in Acute Stroke Treatment (TOAST). Stroke 25:1746–1751

2. Adams HP Jr, Bendixen BH, Kappelle JJ et al (1993) Classification of subtype of acute ischemic stroke. Definitions of use in a multicenter clinical trial. TOAST. Trial of Org 10172 in Acute Stroke Treatment. Stroke 24:35–41. https://doi.org/10.1161/01.str.24.1.35

3. Adams HP Jr, Davis PH, Leira EC et al (1999) Baseline NIH Stroke Scale score strongly predicts outcome after stroke: a report of the Trial of Org 10172 in Acute Stroke Treatment (TOAST). Neurology 53:126–131. https://doi.org/10.1212/wnl.53.1.126

4. Adams HP Jr, del Zoppo G, Alberts MJ et al (2007) Guidelines for the early management of adults with ischemic stroke: a guideline from the American Heart Association/American Stroke Association Stroke Council, Clinical Cardiology Council, Cardiovascular Radiology and Intervention Council, and the Atherosclerotic Peripheral Vascular Disease and Quality of Care Outcomes in Research Interdisciplinary Working Groups: the American Academy of Neurology affirms the value of this guideline as an educational tool for neurologists. Stroke 38:1655–1711. https://doi.org/10.1161/STROKEAHA.107.181486

5. Alfieri DF, Lehmann MF, Oliveira SR et al (2017) (2017) Vitamin D deficiency is associated with acute ischemic stroke, C-reactive protein, and short-term outcome. Metab Brain Dis 32:493–502. https://doi.org/10.1007/s11011-016-9939-2

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