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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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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5124114/
https://www.ncbi.nlm.nih.gov/pubmed/27836816
http://dx.doi.org/10.2196/medinform.6328