An Efficient Contrastive Unimodal Pretraining Method for EHR Time Series Data

Ryan King, Shivesh Kodali, Conrad Krueger +2

Machine learning has revolutionized the modeling of clinical timeseries data. Using machine learning, a Deep Neural Network (DNN) can be automatically trained to learn a complex ma…