Functional Outcome Prediction in Ischemic Stroke: A Comparison of Machine Learning Algorithms and Regression Models

Background and Purpose: Stroke-related functional risk scores are used to predict patients' functional outcomes following a stroke event. We evaluate the predictive accuracy of machine-learning algorithms for predicting functional outcomes in acute ischemic stroke patients after endovascular tr...

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Detalhes bibliográficos
Publicado no:Front Neurol
Main Authors: Alaka, Shakiru A., Menon, Bijoy K., Brobbey, Anita, Williamson, Tyler, Goyal, Mayank, Demchuk, Andrew M., Hill, Michael D., Sajobi, Tolulope T.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Neurology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7479334/
https://ncbi.nlm.nih.gov/pubmed/32982920
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fneur.2020.00889
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