2 papers
cs.LG2026
MedFedPure: A Medical Federated Framework with MAE-based Detection and Diffusion Purification for Inference-Time Attacks
Mohammad Karami, Mohammad Reza Nemati, Aidin Kazemi +3
Artificial intelligence (AI) has shown great potential in medical imaging, particularly for brain tumor detection using Magnetic Resonance Imaging (MRI). However, the models remain…
cs.CV2026
SpikeReg: Energy-Efficient 3D Deformable Medical Image Registration with Spiking Neural Networks
Ali Mikaeili Barzili, Behzad Moshiri, Hamid Azadegan +1
Deformable medical image registration aligns anatomical structures across images but remains computationally dense at 3D resolution. Spiking neural networks (SNNs) offer sparse eve…