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

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