most citedLarge Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data

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cs.CL2024★ 1 cited

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models

Thao Minh Nguyen Phan, Cong-Tinh Dao, Chenwei Wu +7

Electronic health records (EHRs) are multimodal by nature, consisting of structured tabular features like lab tests and unstructured clinical notes. In real-life clinical practice,…

cs.CL2024★ 1 cited

Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data

Jun-En Ding, Phan Nguyen Minh Thao, Wen-Chih Peng +10

Chronic diseases such as diabetes are the leading causes of morbidity and mortality worldwide. Numerous research studies have been attempted with various deep learning models in di…