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Predictors of social risk for post-ischemic stroke reintegration.

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第一作者： Katryna K,Cisek

第一单位： AIDHM, Artificial Intelligence in Digital Health and Medicine, Technological University Dublin, Dublin, Ireland. katryna.cisek@tudublin.ie.;RESQ+, Comprehensive solutions of healthcare improvement based on the global Registry of Stroke Care Quality, Horizon Europe Project, Brno, Czech Republic. katryna.cisek@tudublin.ie.

作者： Katryna K,Cisek ^[1] ; Thi Nguyet Que,Nguyen ^[2] ; Alejandro,Garcia-Rudolph ^[3] ; Joan,Saurí ^[4] ; Helard,Becerra Martinez ^[5] ; Andrew,Hines ^[5] ; John D,Kelleher ^[6]

作者单位： AIDHM, Artificial Intelligence in Digital Health and Medicine, Technological University Dublin, Dublin, Ireland. katryna.cisek@tudublin.ie.;RESQ+, Comprehensive solutions of healthcare improvement based on the global Registry of Stroke Care Quality, Horizon Europe Project, Brno, Czech Republic. katryna.cisek@tudublin.ie. ^[1] AIDHM, Artificial Intelligence in Digital Health and Medicine, Technological University Dublin, Dublin, Ireland. ^[2] Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain.;Fundació Institute d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Spain.;Institut Guttmann Hospital de Neurorehabilitacio, Badalona, Spain.;STRATIF-AI, Continuous stratification for improved prevention, treatment, and rehabilitation of stroke patients using digital twins and AI, Horizon Europe Project, Linköping, Sweden. ^[3] Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain.;Fundació Institute d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Spain.;Institut Guttmann Hospital de Neurorehabilitacio, Badalona, Spain. ^[4] School of Computer Science, University College Dublin, Dublin, Ireland. ^[5] STRATIF-AI, Continuous stratification for improved prevention, treatment, and rehabilitation of stroke patients using digital twins and AI, Horizon Europe Project, Linköping, Sweden.;ADAPT Research Centre, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland.;RESQ+, Comprehensive solutions of healthcare improvement based on the global Registry of Stroke Care Quality, Horizon Europe Project, Brno, Czech Republic. ^[6]

关键词 Machine learning Prediction model Rehabilitation Reintegration SHAP analysis Social risk Socioeconomic support Stroke