Author name: Yusri Al-Sanaani, Rebecca Thornhill, Sreeraman Rajan

C2W-Tune: Cavity-to -Wall Transfer Learning for Thin Atrial Wall Segmentation in 3D Late Gadolinium-enhanced Magnetic Resonance

Yusri Al-Sanaani, Rebecca Thornhill, Sreeraman Rajan / April 17, 2026

arXiv:2603.24992v2 Announce Type: replace
Abstract: 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 challenging due to …

cs.CV

3D Conditional Image Synthesis of Left Atrial LGE MRI from Composite Semantic Masks

Yusri Al-Sanaani, Rebecca Thornhill, Sreeraman Rajan / April 17, 2026

arXiv:2601.04588v2 Announce Type: replace
Abstract: 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. The development of…

cs.CV

C2W-Tune: Cavity-to -Wall Transfer Learning for Thin Atrial Wall Segmentation in 3D Late Gadolinium-enhanced Magnetic Resonance

Yusri Al-Sanaani, Rebecca Thornhill, Sreeraman Rajan / March 27, 2026

arXiv:2603.24992v1 Announce Type: new
Abstract: 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 challenging due to the …