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Furthermore, BERTs training objectives, including Masked Language Modeling (MLM) and Next Sentence Prediction (NSP), are well-suited for capturing complex relationships in diagnostic code sequences and clinical narratives, which is crucial for accurate disease prediction in EMRs [34]

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