3 papers
cs.CL2025★ 2 cited
GENIE: Generative Note Information Extraction model for structuring EHR data
Huaiyuan Ying, Hongyi Yuan, Jinsen Lu +6
Electronic Health Records (EHRs) hold immense potential for advancing healthcare, offering rich, longitudinal data that combines structured information with valuable insights from…
cs.DB2024
Implications of mappings between ICD clinical diagnosis codes and Human Phenotype Ontology terms
Amelia LM Tan, Rafael S Gonçalves, William Yuan +4
Objective: Integrating EHR data with other resources is essential in rare disease research due to low disease prevalence. Such integration is dependent on the alignment of ontologi…
cs.AI2023
Construction of extra-large scale screening tools for risks of severe mental illnesses using real world healthcare data
Dianbo Liu, Karmel W. Choi, Paulo Lizano +4
Importance: The prevalence of severe mental illnesses (SMIs) in the United States is approximately 3% of the whole population. The ability to conduct risk screening of SMIs at larg…