Real-time Prediction for Mechanical Ventilation in COVID-19 Patients using A Multi-task Gaussian Process Multi-objective Self-attention Network. - Kai Zhang 041; Siddharth Karanth; Bela Patel; Robert Murphy; Xiaoqian Jiang (CoRR, 2021)

A multi-task Gaussian process self-attention neural network for real-time prediction of the need for mechanical ventilators in COVID-19 patients. - Kai Zhang 041; Siddharth Karanth; Bela Patel; Robert Murphy; Xiaoqian Jiang (J. Biomed. Informatics, 2022)