Automatic Extraction and Classification of Patients’ Smoking Status from Free Text Using Natural Language Processing

A. Caccamisi, L. Jørgensen,Hercules Dalianis,M. Rosenlund

VALUE IN HEALTH（2016）

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摘要

ObjectivesTo develop a machine learning algorithm for automatic classification of smoking status (smoker, ex-smoker, non-smoker and unknown status) in EMRs, and validate the predictive accuracy com ...

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