2 papers
eess.IV2026
Structural MRI Synthesis for Alzheimer's Disease via Conditional Diffusion on Anatomical Masks
Muge Zhang, Muhammad Ali Khaliq, Jamal Alsakran +2
Recent advances in generative machine learning models have significantly improved medical imaging, offering promising solutions for data augmentation, privacy preservation, and imp…
cs.LG2026
Performance Analysis and Optimization of 3D Generative Diffusion Models across GPU Architectures
Jeeho Ryoo, Yongchan Jung, Muhammad Ali Khaliq +3
Diffusion models have become essential for high-fidelity 3D MRI synthesis, yet their deployment remains constrained by substantial GPU resource demands arising from hundreds of U-N…