Designing and evaluating a clustering system for organizing and integrating patient drug outcomes in personal health messages

Patient outcomes to drugs vary, but physicians currently have little data about individual responses. We designed a comprehensive system to organize and integrate patient outcomes utilizing semantic analysis, which groups large collections of personal comments into a series of topics. A prototype im...

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Veröffentlicht in:	AMIA ... Annual Symposium proceedings 2012, Vol.2012, p.417-426
Hauptverfasser:	Jiang, Yunliang, Liao, Qingzi Vera, Cheng, Qian, Berlin, Richard B, Schatz, Bruce R
Format:	Artikel
Sprache:	eng
Schlagworte:	Adverse Drug Reaction Reporting Systems Cluster Analysis Data Mining Drug Therapy Electronic Data Processing Health Education Humans Mathematical Concepts Outcome Assessment, Health Care - methods PubMed Support Vector Machine Terminology as Topic
Online-Zugang:	Volltext
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