Hyunwoo Sohn

Multi-TA: Multilevel Temporal Augmentation for Robust Septic Shock Early Prediction

Early predicting the onset of a disease is critical to timely and accurate clinical decision-making, where a model determines whether a patient will develop the disease n hours later. While deep learning algorithms have demonstrated great success using multivariate irregular time-series data such as…