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Prediction of Stroke Outcome Using Natural Language Processing-Based Machine Learning of Radiology Report of Brain MRI

Brain magnetic resonance imaging (MRI) is useful for predicting the outcome of patients with acute ischemic stroke (AIS). Although deep learning (DL) using brain MRI with certain image biomarkers has shown satisfactory results in predicting poor outcomes, no study has assessed the usefulness of natu...

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Detalhes bibliográficos
Publicado no:J Pers Med
Main Authors: Heo, Tak Sung, Kim, Yu Seop, Choi, Jeong Myeong, Jeong, Yeong Seok, Seo, Soo Young, Lee, Jun Ho, Jeon, Jin Pyeong, Kim, Chulho
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7766032/
https://ncbi.nlm.nih.gov/pubmed/33339385
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/jpm10040286
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