PULSE-ICU: A Pretrained Unified Long-Sequence Encoder for Multi-task Prediction in Intensive Care Units

Explore PULSE-ICU, a self-supervised foundation model leveraging Longformer architecture to unify heterogeneous ICU data for robust, real-time clinical predi...

Level: advanced

By Sejeong Jang, Joo Heung Yoon, Hyo Kyung Lee

Category: research