Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging

no code implementations • 8 Aug 2023 • Sebastian Nørgaard Llambias, Mads Nielsen, Mostafa Mehdipour Ghazi

Deep learning-based models in medical imaging often struggle to generalize effectively to new scans due to data heterogeneity arising from differences in hardware, acquisition parameters, population, and artifacts.

Data Augmentation MRI segmentation +2