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Author

Zi-Xiang Wang

2 papers indexed here

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Preprint Oct 2026

DeliMF: Gated Cross-Attention Fusion of Structured Time Series and Clinical Text for Early Intensive Care Delirium Prediction

Delirium affects a large fraction of intensive care unit (ICU) patients and foreshadows longer stays, lasting cognitive decline, and higher mortality. Flagging the patients who will become delirious within the first day of admission would give clinicians a window to intervene. Yet state-of-the-art predictors rely only...

Yi-Bo Yang, Zerlina Huang, Hao-Miao Yang et al. · 0 citations
Open access Sep 2026

Interpretable machine learning for postoperative sepsis prediction in ICU patients following intracranial hematoma evacuation

Background Sepsis is a prevalent and life-threatening complication in ICU patients after intracranial hematoma evacuation. This study aimed to develop and externally validate an interpretable machine learning model for predicting sepsis risk in this high-risk neurocritical care population. Methods A multicenter retrosp...

Shao-Yang Yu, Yun Liu, Lei Guo et al. · 0 citations

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