Hierarchical spherical deformation for cortical surface registration
We present hierarchical spherical deformation for a group-wise shape correspondence to
address template selection bias and to minimize registration distortion. In this work, we aim …
address template selection bias and to minimize registration distortion. In this work, we aim …
Self-supervised discovery of anatomical shape landmarks
Statistical shape analysis is a very useful tool in a wide range of medical and biological
applications. However, it typically relies on the ability to produce a relatively small number of …
applications. However, it typically relies on the ability to produce a relatively small number of …
Hierarchical particle optimization for cortical shape correspondence in temporal lobe resection
Background Anterior temporal lobe resection is an effective treatment for temporal lobe
epilepsy. The post-surgical structural changes could influence the follow-up treatment …
epilepsy. The post-surgical structural changes could influence the follow-up treatment …
Leveraging unsupervised image registration for discovery of landmark shape descriptor
In current biological and medical research, statistical shape modeling (SSM) provides an
essential framework for the characterization of anatomy/morphology. Such analysis is often …
essential framework for the characterization of anatomy/morphology. Such analysis is often …
Learning deep features for shape correspondence with domain invariance
Correspondence-based shape models are key to various medical imaging applications that
rely on a statistical analysis of anatomies. Such shape models are expected to represent …
rely on a statistical analysis of anatomies. Such shape models are expected to represent …
Combined estimation of shape and pose for statistical analysis of articulating joints
Quantifying shape variations in articulated joints is of utmost interest to understand the
underlying joint biomechanics and associated clinical symptoms. For joint comparisons and …
underlying joint biomechanics and associated clinical symptoms. For joint comparisons and …
Improving human cortical sulcal curve labeling in large scale cross-sectional MRI using deep neural networks
Background: Human cortical primary sulci are relatively stable landmarks and commonly
observed across the population. Despite their stability, the primary sulci exhibit phenotypic …
observed across the population. Despite their stability, the primary sulci exhibit phenotypic …
Establishing surface correspondence for post-surgical cortical thickness changes in temporal lobe epilepsy
In pre-and post-surgical surface shape analysis, establishing shape correspondence is
necessary to investigate the postoperative surface changes. However, structural absence …
necessary to investigate the postoperative surface changes. However, structural absence …
[BOOK][B] Contextualizing Medical Image Analyses with Electronic Health Histories
S Chaganti - 2019 - search.proquest.com
Diseases of the optic nerve affect millions of Americans each year. These diseases include a
wide range of conditions such as glaucoma, thyroid eye disease, optic neuritis, papilledema …
wide range of conditions such as glaucoma, thyroid eye disease, optic neuritis, papilledema …