2 papers
cs.CV2026
Comparative Study of Anatomical and Learned Features in AI Models for Structural Brain MRI
Boyang Yu, Miquel Lopez Escoriza, Long Chen +3
In this work, we comprehensively evaluate three popular feature-extraction paradigms in AI-based neuroimaging modeling: (1) computation of anatomical surfaces and volumes, (2) supe…
cs.CV2026
Automatic Segmentation of 3D CT scans with SAM2 using a zero-shot approach
Miquel Lopez Escoriza, Pau Amargant Alvarez
Foundation models for image segmentation have shown strong generalization in natural images, yet their applicability to 3D medical imaging remains limited. In this work, we study t…