Causal Multi-Task Fusion Engine with Disentangled Representations for IoT-Based Clinical Recommendation in ICU Monitoring
Continuous monitoring through Internet of Things (IoT) sensors provides valuable physiological data for clinical decision support in intensive care units. However, conventional hybrid models, such as LSTM–XGBoost, primarily learn correlations and often fail to distinguish stable causal mechanisms from spurious patterns...