Cntseg: A multimodal deep-learning-based network for cranial nerves tract segmentation
The segmentation of cranial nerves (CNs) tracts based on diffusion magnetic resonance
imaging (dMRI) provides a valuable quantitative tool for the analysis of the morphology and …
imaging (dMRI) provides a valuable quantitative tool for the analysis of the morphology and …
MRI-based medial axis extraction and boundary segmentation of cranial nerves through discrete deformable 3D contour and surface models
This paper presents a segmentation technique to identify the medial axis and the boundary
of cranial nerves. We utilize a 3-D deformable one-simplex discrete contour model to extract …
of cranial nerves. We utilize a 3-D deformable one-simplex discrete contour model to extract …
Atlas-Based Shared-Boundary Deformable Multi-Surface Models through Multi-Material and Two-Manifold Dual Contouring
This paper presents a multi-material dual “contouring” method used to convert a digital 3D
voxel-based atlas of basal ganglia to a deformable discrete multi-surface model that …
voxel-based atlas of basal ganglia to a deformable discrete multi-surface model that …
Medial axis segmentation of cranial nerves using shape statistics-aware discrete deformable models
Purpose We propose a segmentation methodology for brainstem cranial nerves using
statistical shape model (SSM)-based deformable 3D contours from T 2 MR images. Methods …
statistical shape model (SSM)-based deformable 3D contours from T 2 MR images. Methods …
Towards an anatomical modeling pipeline for simulation and accurate navigation for brain and spine surgery
This paper summarizes work underway on neurosurgery simulation and navigation,
emphasizing anatomical modeling techniques and clinical requirements for simulation. We …
emphasizing anatomical modeling techniques and clinical requirements for simulation. We …
[BOOK][B] Development of an atlas-based segmentation of cranial nerves using shape-aware discrete deformable models for neurosurgical planning and simulation
S Sultana - 2017 - search.proquest.com
Twelve pairs of cranial nerves arise from the brain or brainstem and control our sensory
functions such as vision, hearing, smell and taste as well as several motor functions to the …
functions such as vision, hearing, smell and taste as well as several motor functions to the …
Estimating Generative Models for Statistical Shape Analysis
P Agrawal - 2020 - search.proquest.com
Statistical shape analysis plays a crucial role in computer vision and medical imaging
applications. Shape-based models help improve the performance of object detection …
applications. Shape-based models help improve the performance of object detection …
[BOOK][B] Multi-Material Mesh Representation of Anatomical Structures for Deep Brain Stimulation Planning
T Rashid - 2017 - search.proquest.com
Abstract The Dual Contouring algorithm (DC) is a grid-based process used to generate
surface meshes from volumetric data. However, DC is unable to guarantee 2-manifold and …
surface meshes from volumetric data. However, DC is unable to guarantee 2-manifold and …