Natural language processing and machine learning algorithm to identify brain MRI reports with acute...
Natural language processing and machine learning algorithm to identify brain MRI reports with acute ischemic stroke
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United States: Public Library of Science
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Language
English
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United States: Public Library of Science
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This project assessed performance of natural language processing (NLP) and machine learning (ML) algorithms for classification of brain MRI radiology reports into acute ischemic stroke (AIS) and non-AIS phenotypes.
All brain MRI reports from a single academic institution over a two year period were randomly divided into 2 groups for ML: training...
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Full title
Natural language processing and machine learning algorithm to identify brain MRI reports with acute ischemic stroke
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TN_cdi_doaj_primary_oai_doaj_org_article_516e4159ebfa4265a5e59c57702667f0
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_516e4159ebfa4265a5e59c57702667f0
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ISSN
1932-6203
E-ISSN
1932-6203
DOI
10.1371/journal.pone.0212778
