Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks

Jessica Y. Bo, Hen-Wei Huang, Alvin Chan +1

Medical datasets often face the problem of data scarcity, as ground truth labels must be generated by medical professionals. One mitigation strategy is to pretrain deep learning mo…