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Development and Evaluation of a Natural Language Processing Annotation Tool to Facilitate Phenotyping of Cognitive Status in Electronic Health Records: Diagnostic Study
BACKGROUND: Electronic health records (EHRs) with large sample sizes and rich information offer great potential for dementia research, but current methods of phenotyping cognitive status are not scalable. OBJECTIVE: The aim of this study was to evaluate whether natural language processing (NLP)–powe...
Autores principales: | Noori, Ayush, Magdamo, Colin, Liu, Xiao, Tyagi, Tanish, Li, Zhaozhi, Kondepudi, Akhil, Alabsi, Haitham, Rudmann, Emily, Wilcox, Douglas, Brenner, Laura, Robbins, Gregory K, Moura, Lidia, Zafar, Sahar, Benson, Nicole M, Hsu, John, R Dickson, John, Serrano-Pozo, Alberto, Hyman, Bradley T, Blacker, Deborah, Westover, M Brandon, Mukerji, Shibani S, Das, Sudeshna |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9472045/ https://www.ncbi.nlm.nih.gov/pubmed/36040790 http://dx.doi.org/10.2196/40384 |
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