Research and technical writing

This study proposes a hierarchical clinical decision support framework that estimates diagnostic context via partial-label automated ICD coding and reinjects it into irregular ICU time-series forecasting through context-adaptive gating for mechanical ventilation transition prediction.

This study proposes an automatic ICD coding model for nursing surveillance of abdominal surgery patients by integrating EMR-based test data, patient information, and nursing notes.