2 papers
eess.IV2026
Extending 2D foundational DINOv3 representations to 3D segmentation of neonatal brain MR images
Annayah Usman, Behraj Khan, Tahir Qasim Syed
Precise volumetric delineation of hippocampal structures is essential for quantifying neurodevelopmental trajectories in pre-term and term infants, where subtle morphological varia…
cs.CV2025
Multimodal HIE Lesion Segmentation in Neonates: A Comparative Study of Loss Functions
Annayah Usman, Abdul Haseeb, Tahir Syed
Segmentation of Hypoxic-Ischemic Encephalopathy (HIE) lesions in neonatal MRI is a crucial but challenging task due to diffuse multifocal lesions with varying volumes and the limit…