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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Vydáno v:J Pers Med
Hlavní autoři: Heo, Tak Sung, Kim, Yu Seop, Choi, Jeong Myeong, Jeong, Yeong Seok, Seo, Soo Young, Lee, Jun Ho, Jeon, Jin Pyeong, Kim, Chulho
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2020
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Article
On-line přístup: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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