3 papers
cs.CV2025
Simultaneous Image Quality Improvement and Artefacts Correction in Accelerated MRI
Georgia Kanli, Daniele Perlo, Selma Boudissa +2
MR data are acquired in the frequency domain, known as k-space. Acquiring high-quality and high-resolution MR images can be time-consuming, posing a significant challenge when mult…
cs.CV2025
RodEpil: A Video Dataset of Laboratory Rodents for Seizure Detection and Benchmark Evaluation
Daniele Perlo, Vladimir Despotovic, Selma Boudissa +5
We introduce a curated video dataset of laboratory rodents for automatic detection of convulsive events. The dataset contains short (10~s) top-down and side-view video clips of ind…
eess.IV2025
Brain Imaging Foundation Models, Are We There Yet? A Systematic Review of Foundation Models for Brain Imaging and Biomedical Research
Salah Ghamizi, Georgia Kanli, Yu Deng +2
Foundation models (FMs), large neural networks pretrained on extensive and diverse datasets, have revolutionized artificial intelligence and shown significant promise in medical im…