3 papers
cs.CV2026
Few-Shot Left Atrial Wall Segmentation in 3D LGE MRI via Meta-Learning
Yusri Al-Sanaani, Rebecca Thornhill, Pablo Nery +5
Segmenting the left atrial (LA) wall from late gadolinium enhancement magnetic resonance imaging (LGE-MRI) is challenging because of its thin geometry, low contrast, and limited ex…
cs.CV2026
C2W-Tune: Cavity-to -Wall Transfer Learning for Thin Atrial Wall Segmentation in 3D LGE-MRI
Yusri Al-Sanaani, Rebecca Thornhill, Sreeraman Rajan
Accurate segmentation of the left atrial (LA) wall in 3D late gadolinium-enhanced MRI (LGE-MRI) is essential for wall thickness mapping and fibrosis quantification, yet it remains…
cs.CV2026
3D Conditional Image Synthesis of Left Atrial LGE MRI from Composite Semantic Masks
Yusri Al-Sanaani, Rebecca Thornhill, Sreeraman Rajan
Segmentation of the left atrial (LA) wall and endocardium from late gadolinium-enhanced (LGE) MRI is essential for quantifying atrial fibrosis in patients with atrial fibrillation.…