Representation Learning of Lab Values via Masked AutoEncoders

David Restrepo, Chenwei Wu, Yueran Jia +5

Accurate imputation of missing laboratory values in electronic health records (EHRs) is critical to enable robust clinical predictions and reduce biases in AI systems in healthcare…