Deep Learning, Artificial Intelligence, Self Supervised Learning, Medical Imaging, Image Classification.
training set. The baseline model was performing worse compared to the pretrained models over all dataset sizes. For low data regimes (≤3K images), the ROC-AUC values were higher for Barlow Twins and BYOL compared to SimCLR and the baseline model in the balanced case (50% prevalence). Barlow Twins,