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Evaluating Topic Model Interpretability from a Primary Care Physician Perspective

BACKGROUND AND OBJECTIVE: Probabilistic topic models provide an unsupervised method for analyzing unstructured text. These models discover semantically coherent combinations of words (topics) that could be integrated in a clinical automatic summarization system for primary care physicians performing...

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Bibliografiske detaljer
Udgivet i:Comput Methods Programs Biomed
Main Authors: Arnold, Corey W., Oh, Andrea, Chen, Shawn, Speier, William
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4724339/
https://ncbi.nlm.nih.gov/pubmed/26614020
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cmpb.2015.10.014
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