Deep Phenotyping of Chinese Electronic Health Records by Recognizing Linguistic Patterns of Phenotypic Narratives With a Sequence Motif Discovery Tool: Algorithm Development and Validation

Deep Phenotyping of Chinese Electronic Health Records by Recognizing Linguistic Patterns of Phenotypic Narratives With a Sequence Motif Discovery Tool: Algorithm Development and Validation

BackgroundPhenotype information in electronic health records (EHRs) is mainly recorded in unstructured free text, which cannot be directly used for clinical research. EHR-based deep-phenotyping methods can structure phenotype information in EHRs with high fidelity, making it...

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Bibliographic Details
Main Authors: Shicheng Li, Lizong Deng, Xu Zhang, Luming Chen, Tao Yang, Yifan Qi, Taijiao Jiang
Format: Article
Language:English
Published: JMIR Publications 2022-06-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2022/6/e37213

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