The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound

Blake VanBerlo, Alexander Wong, Jesse Hoey +1

Data augmentation is a central component of joint embedding self-supervised learning (SSL). Approaches that work for natural images may not always be effective in medical imaging t…