Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling. - Shiyu Liu; Ming Lun Ong; Kar Kin Mun; Jia Yao; Mehul Motani (CinC, 2019)

Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis. - Jia Yao; Ming Lun Ong; Kar Kin Mun; Shiyu Liu; Mehul Motani (CinC, 2019)

Unified Auto Clinical Scoring (Uni-ACS) with Interpretable ML models. - Anthony Li; Ming Lun Ong; Chien Wei Oei; Weixiang Lian; Hwee Pin Phua; Lin Htun Htet; Wei Yen Lim (MLHC, 2022)