Sajede Mousavi

Evaluation of U-Net based architectures for synthetic CT generation from dual-contrast MRI

Deep learning–based MRI-to-CT synthesis supports MR-only radiotherapy and PET/MR attenuation correction, but comparisons of U-Net variants are confounded by differences in datasets, preprocessing, training protocols, and evaluation metrics. This study performed a controlled, tissue-aware, and complexity-aware compariso...