241 citations · 405 across the 4 of their papers we have counts for
4 papers
Unsupervised Medical Image Translation with Adversarial Diffusion Models
Muzaffer Özbey, Onat Dalmaz, Salman UH Dar +4
Imputation of missing images via source-to-target modality translation can improve diversity in medical imaging protocols. A pervasive approach for synthesizing target images invol…
Adaptive Diffusion Priors for Accelerated MRI Reconstruction
Alper Güngör, Salman UH Dar, Şaban Öztürk +4
Deep MRI reconstruction is commonly performed with conditional models that de-alias undersampled acquisitions to recover images consistent with fully-sampled data. Since conditiona…
TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging
Alper Güngör, Baris Askin, Damla Alptekin Soydan +3
Magnetic particle imaging (MPI) offers exceptional contrast for magnetic nanoparticles (MNP) at high spatio-temporal resolution. A common procedure in MPI starts with a calibration…
Projection onto Epigraph Sets for Rapid Self-Tuning Compressed Sensing MRI
Mohammad Shahdloo, Efe Ilicak, Mohammad Tofighi +3
The compressed sensing (CS) framework leverages the sparsity of MR images to reconstruct from undersampled acquisitions. CS reconstructions involve one or more regularization param…