Web-based Real-Time Case Finding for the Population Health Management of Patients With Diabetes Mellitus: A Prospective Validation of the Natural Language Processing–Based Algorithm With Statewide Electronic Medical Records

BACKGROUND: Diabetes case finding based on structured medical records does not fully identify diabetic patients whose medical histories related to diabetes are available in the form of free text. Manual chart reviews have been used but involve high labor costs and long latency. OBJECTIVE: This study...

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Détails bibliographiques
Publié dans:JMIR Med Inform
Auteurs principaux: Zheng, Le, Wang, Yue, Hao, Shiying, Shin, Andrew Y, Jin, Bo, Ngo, Anh D, Jackson-Browne, Medina S, Feller, Daniel J, Fu, Tianyun, Zhang, Karena, Zhou, Xin, Zhu, Chunqing, Dai, Dorothy, Yu, Yunxian, Zheng, Gang, Li, Yu-Ming, McElhinney, Doff B, Culver, Devore S, Alfreds, Shaun T, Stearns, Frank, Sylvester, Karl G, Widen, Eric, Ling, Xuefeng Bruce
Format: Artigo
Langue:Inglês
Publié: JMIR Publications 2016
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Original Paper
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5124114/
https://ncbi.nlm.nih.gov/pubmed/27836816
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/medinform.6328
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