MM
Muhammad Usama Mirza
eess.IVMagnetic Resonance Imagingcs.CVeess.SPFederated learningHeterogeneityImage Processing, Computer-AssistedLearningMRIPersonalization
On Valency
published · living versionsW_ts775jxa·v1 · currentpublished
Guidance-Coupled Nullspace Drifting for One-Step Medical Image Reconstruction
with M. Tuna Alatan, Agah Server Tapan, Şaban Öztürk, Bilal Kabas +2
1 version
Preprints & journals
3 papers in the corpus · 2023–2026Stochastic Finite-Transition Learning and Exploration for Accelerated MRI Reconstruction2610.13095v1 · Muhammad Usama Mirza, Esin Ozturk Is\ik, Tolga Cukur2026 · 0 citationsarXiv
Learning Fourier-Constrained Diffusion Bridges for MRI Reconstruction.41824351 · Mirza, M Usama, Dalmaz, Onat, Bedel, Hasan A et al.2026 · 28 citationsIEEE transactions on medical imaging. 2026;45(6):3229-3245
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis.38402791 · Dalmaz, Onat, Mirza, Muhammad U, Elmas, Gokberk et al.2024 · 52 citationsMedical image analysis. 2024;94:103121
Career total: 13 works. 3 are in this corpus.
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