Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputation

Omkar Kulkarni, Rohitash Chandra

Medical time series datasets feature missing values that need data imputation methods, however, conventional machine learning models fall short due to a lack of uncertainty quantif…