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Developing Large Language Model-based Pipeline for Identification of Disease Diagnosis: A Case Study on Identifying Newly Diagnosed Multiple Myeloma and its Precursor Disease in Veterans Health Administration Electronic Health Records

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Accurately identifying disease diagnoses from electronic health records (EHRs) is crucial for clinical/biomedical research; however, this is challenging when diagnoses are complex and require data from several sources, e.g., multiple myeloma (MM) and its precu... ...