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Leveraging Expert Knowledge to Improve Machine-Learned Decision Support Systems

While the use of machine learning methods in clinical decision support has great potential for improving patient care, acquiring standardized, complete, and sufficient training data presents a major challenge for methods relying exclusively on machine learning techniques. Domain experts possess know...

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Bibliografiska uppgifter
I publikationen:AMIA Jt Summits Transl Sci Proc
Huvudupphovsmän: Kuusisto, Finn, Dutra, Inês, Elezaby, Mai, Mendonça, Eneida A., Shavlik, Jude, Burnside, Elizabeth S.
Materialtyp: Artigo
Språk:Inglês
Publicerad: American Medical Informatics Association 2015
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Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC4525246/
https://ncbi.nlm.nih.gov/pubmed/26306246
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