[HTML][HTML] Benchmarking the cow with the topcow challenge: Topology-aware anatomical segmentation of the circle of willis for cta and mra
K Yang, F Musio, Y Ma, N Juchler, JC Paetzold… - ArXiv, 2023 - ncbi.nlm.nih.gov
Abstract The Circle of Willis (CoW) is an important network of arteries connecting major
circulations of the brain. Its vascular architecture is believed to affect the risk, severity, and …
circulations of the brain. Its vascular architecture is believed to affect the risk, severity, and …
Skeleton recall loss for connectivity conserving and resource efficient segmentation of thin tubular structures
Accurately segmenting thin tubular structures, such as vessels, nerves, roads or concrete
cracks, is a crucial task in computer vision. Standard deep learning-based segmentation …
cracks, is a crucial task in computer vision. Standard deep learning-based segmentation …
Centerline Boundary Dice Loss for Vascular Segmentation
Vascular segmentation in medical imaging plays a crucial role in analysing morphological
and functional assessments. Traditional methods, like the centerline Dice (clDice) loss …
and functional assessments. Traditional methods, like the centerline Dice (clDice) loss …
Differentiable Soft Morphological Filters for Medical Image Segmentation
Morphological operations such as erosion, dilation, and skeletonization offer valuable tools
for processing and analyzing segmentation masks. Several studies have investigated the …
for processing and analyzing segmentation masks. Several studies have investigated the …
Segmentation des vaisseaux sanguins par approche variationnelle et apprentissage profond
SC Esteves - 2024 - theses.hal.science
La segmentation des vaisseaux sanguins à partir d'images médicales est une étape cruciale
dans diverses applications cliniques, telles que la planification chirurgicale, le diagnostic …
dans diverses applications cliniques, telles que la planification chirurgicale, le diagnostic …