Aparna Bhonde

Time-Series-Enhanced Sepsis Mortality Prediction Using Bidirectional LSTM with Temporal Attention and Focal Loss

Predicting sepsis mortality in the ICU is a challenging and complex clinical AI problem. Although there is enough data available, the most statistically significant information is hidden within time-based trajectories that most published models ignore. In the earlier research based on SMOTE RF RFE XGBoost pipeline for...