Contrastive pretraining improves deep learning classification of endocardial electrograms in a preclinical model - Hunt, Bram; Kwan, Eugene; Bergquist, Jake; Brundage, James; Orkild, Benjamin; Dong, Jiawei; Paccione, Eric; Yazaki, Kyoichiro; MacLeod, Rob S.; Dosdall, Derek J.; Tasdizen, Tolga; Ranjan, Ravi (Heart rhythm O2, 2025)
Keywords: Atrial fibrillation; Atrial fibrillation driving mechanisms; Cardiovascular; Deep learning; Endocardial electrograms; Experimental; Machine learning; Pretraining; Pretraining augmentation; Deep learning; Pretraining; Atrial fibrillation driving mechanisms; Endocardial electrograms; Atrial fibrillation; Machine learning; Pretraining augmentation