Segmentation of intra-retinal layers from optical coherence tomography images using an active contour approach
A Yazdanpanah, G Hamarneh… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
Optical coherence tomography (OCT) is a noninvasive, depth-resolved imaging modality
that has become a prominent ophthalmic diagnostic technique. We present a semi …
that has become a prominent ophthalmic diagnostic technique. We present a semi …
A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond
Over the past decade, deep learning technologies have greatly advanced the field of
medical image registration. The initial developments, such as ResNet-based and U-Net …
medical image registration. The initial developments, such as ResNet-based and U-Net …
A locally adaptive regularization based on anisotropic diffusion for deformable image registration of sliding organs
DF Pace, SR Aylward… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
We propose a deformable image registration algorithm that uses anisotropic smoothing for
regularization to find correspondences between images of sliding organs. In particular, we …
regularization to find correspondences between images of sliding organs. In particular, we …
Medical image registration: A review
620 Medical Imaging example, provide structural information of our body (eg, an anatomical
map), but do not convey functional information*(ie, relating to metabolic functions of an …
map), but do not convey functional information*(ie, relating to metabolic functions of an …
Tongue contour tracking in dynamic ultrasound via higher-order MRFs and efficient fusion moves
L Tang, T Bressmann, G Hamarneh - Medical image analysis, 2012 - Elsevier
Analyses of the human tongue motion as captured from 2D dynamic ultrasound data often
requires segmentation of the mid-sagittal tongue contours. However, semi-automatic …
requires segmentation of the mid-sagittal tongue contours. However, semi-automatic …
Probabilistic non-linear registration with spatially adaptive regularisation
This paper introduces a novel method for inferring spatially varying regularisation in non-
linear registration. This is achieved through full Bayesian inference on a probabilistic …
linear registration. This is achieved through full Bayesian inference on a probabilistic …
Geodesic active fields—a geometric framework for image registration
In this paper we present a novel geometric framework called geodesic active fields for
general image registration. In image registration, one looks for the underlying deformation …
general image registration. In image registration, one looks for the underlying deformation …
Random walks for deformable image registration
D Cobzas, A Sen - Medical Image Computing and Computer-Assisted …, 2011 - Springer
We introduce a novel discrete optimization method for nonrigid image registration based on
the random walker algorithm. We discretize the space of deformations and formulate …
the random walker algorithm. We discretize the space of deformations and formulate …
Demons registration with local affine adaptive regularization: application to registration of abdominal structures
M Freiman, SD Voss, SK Warfield - 2011 IEEE International …, 2011 - ieeexplore.ieee.org
We present a local affine-based adaptive regularization approach as an alternative to the
homogeneous regularization used in Thirion's demons non-rigid registration algorithm …
homogeneous regularization used in Thirion's demons non-rigid registration algorithm …
STEAM—Statistical Template Estimation for Abnormality Mapping: A personalized DTI analysis technique with applications to the screening of preterm infants
We introduce the STEAM DTI analysis engine: a whole brain voxel-based analysis
technique for the examination of diffusion tensor images (DTIs). Our STEAM analysis …
technique for the examination of diffusion tensor images (DTIs). Our STEAM analysis …