3 papers
cs.NE2023
Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review
Lucia Ballerini
Medical image registration seeks to find an optimal spatial transformation that best aligns the underlying anatomical structures. These problems usually require the optimization of…
q-bio.NC2018
Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis
Enrico Pellegrini, Lucia Ballerini, Maria del C. Valdes Hernandez +11
INTRODUCTION: Advanced machine learning methods might help to identify dementia risk from neuroimaging, but their accuracy to date is unclear. METHODS: We systematically reviewed t…
cs.CV2017
Perivascular Spaces Segmentation in Brain MRI Using Optimal 3D Filtering
Lucia Ballerini, Ruggiero Lovreglio, Maria del C. Valdes-Hernandez +4
Perivascular Spaces (PVS) are a recently recognised feature of Small Vessel Disease (SVD), also indicating neuroinflammation, and are an important part of the brain's circulation a…