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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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Библиографические подробности
Опубликовано в: :J Pers Med
Главные авторы: Heo, Tak Sung, Kim, Yu Seop, Choi, Jeong Myeong, Jeong, Yeong Seok, Seo, Soo Young, Lee, Jun Ho, Jeon, Jin Pyeong, Kim, Chulho
Формат: Artigo
Язык:Inglês
Опубликовано: MDPI 2020
Предметы:
Online-ссылка: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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