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

• मुख्य लेखकों: Shicheng Li (लेखक), Lizong Deng (लेखक), Xu Zhang (लेखक), Luming Chen (लेखक), Tao Yang (लेखक), Yifan Qi (लेखक), Taijiao Jiang (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: JMIR Publications, 2022-06-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

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 the focus of medical inf...