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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Detalles Bibliográficos
Autores principales: Kuusisto, Finn, Dutra, Inês, Elezaby, Mai, Mendonça, Eneida A., Shavlik, Jude, Burnside, Elizabeth S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2015
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525246/
https://www.ncbi.nlm.nih.gov/pubmed/26306246

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525246/
https://www.ncbi.nlm.nih.gov/pubmed/26306246

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