David A Clifton

cardiac signal (2) causal inference (1) active learning (1) contrastive learning (1) semi-supervised learning (1) bayesian inference (1) self-supervised learning (1) deep learning (1) bayesian active learning (1) observational study (1) data heterogeneity (1) consistency regularization (1) downstream task (1) treatment effect estimation (1) graph attention network (1) temporal graph (1) electronic health record (1) conditional average treatment effect (1) temporal graph attention (1) data-view heterogeneity (1)