D. Srivastava

Early Sepsis Prediction Using TabNet: A Deep Learning Approach with Sequential Attention

Sepsis continues to be a major cause of death in ICUs, with 48.9 million cases and about 11 million deaths being registered each year. However, while early detection is crucial, methods like SIRS criteria and SOFA score always seem to fail to identify sepsis before severe organ dysfunction sets in. This research sugges...