Deep Learning, Artificial Intelligence, Self Supervised Learning, Medical Imaging, Image Classification.
Barlow Twins, followed by SimCLR and BYOL, with 57.2% and 54.6%, respectively. For specificity, all models perform similarly, with the baseline model. With respect to the ROC-AUC values, all pretrained models are close (73.3%, 73% and 73.4% for SimCLR, BYOL and Barlow Twins, respectively) but