Fig. 2 | Scientific Reports

Fig. 2

From: Large language multimodal models for new-onset type 2 diabetes prediction using five-year cohort electronic health records

Fig. 2

The research methodology encompasses the study procedures for T2DM in EHR and laboratory tests. Panel (A) illustrates the process of filtering longitudinal EHR data for new-onset T2DM patients. Panel (B) delineates the procedure for grouping patients’ laboratory test data by selecting the shortest time interval between consecutive visits. Panel (C) presents the overall data preprocessing steps, which involve filtering for new-onset T2DM cases and converting the final values into text format.

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