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Utilizing uncoded consultation notes from electronic medical records for predictive modeling of colorectal cancer

OBJECTIVE: Machine learning techniques can be used to extract predictive models for diseases from electronic medical records (EMRs). However, the nature of EMRs makes it difficult to apply off-the-shelf machine learning techniques while still exploiting the rich content of the EMRs. In this paper, w...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Artif Intell Med
Main Authors: Hoogendoorn, Mark, Szolovits, Peter, Moons, Leon M.G., Numans, Mattijs E.
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4884499/
https://ncbi.nlm.nih.gov/pubmed/27085847
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2016.03.003
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