Paul A. Yushkevich
Orcid: 0000-0001-8543-4016
According to our database1,
Paul A. Yushkevich
authored at least 124 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on zbmath.org
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on orcid.org
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on github.com
On csauthors.net:
Bibliography
2024
Surface-based parcellation and vertex-wise analysis of ultra high-resolution ex vivo 7 tesla MRI in neurodegenerative diseases.
CoRR, 2024
2023
Deep label fusion: A generalizable hybrid multi-atlas and deep convolutional neural network for medical image segmentation.
Medical Image Anal., 2023
Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI.
CoRR, 2023
Automated deep learning segmentation of high-resolution 7 T ex vivo MRI for quantitative analysis of structure-pathology correlations in neurodegenerative diseases.
CoRR, 2023
Image-to-Image Translation Between Tau Pathology and Neuronal Metabolism PET in Alzheimer Disease with Multi-domain Contrastive Learning.
Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023
Improved Segmentation of Deep Sulci in Cortical Gray Matter Using a Deep Learning Framework Incorporating Laplace's Equation.
Proceedings of the Information Processing in Medical Imaging, 2023
2022
Fully Automated 3D Segmentation and Diffeomorphic Medial Modeling of the Left Ventricle Mitral Valve Complex in Ischemic Mitral Regurgitation.
Medical Image Anal., 2022
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
DeepAtrophy: Teaching a neural network to detect progressive changes in longitudinal MRI of the hippocampal region in Alzheimer's disease.
NeuroImage, 2021
Gray Matter Segmentation in Ultra High Resolution 7 Tesla ex vivo T2w MRI of Human Brain Hemispheres.
CoRR, 2021
Unfolding the Medial Temporal Lobe Cortex to Characterize Neurodegeneration Due to Alzheimer's Disease Pathology Using Ex vivo Imaging.
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021
Deep Label Fusion: A 3D End-To-End Hybrid Multi-atlas Segmentation and Deep Learning Pipeline.
Proceedings of the Information Processing in Medical Imaging, 2021
2020
IEEE Trans. Medical Imaging, 2020
DeepAtrophy: Teaching a Neural Network to Differentiate Progressive Changes from Noise on Longitudinal MRI in Alzheimer's Disease.
CoRR, 2020
Domain Generalizer: A Few-Shot Meta Learning Framework for Domain Generalization in Medical Imaging.
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
3D Mapping of TAU Neurofibrillary Tangle Pathology in the Human Medial Temporal Lobe.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Building an Ex Vivo Atlas of the Earliest Brain Regions Affected by Alzheimer's Disease Pathology.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Automated Meshing of Anatomical Shapes for Deformable Medial Modeling: Application to the Placenta in 3D Ultrasound.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Neuroinformatics, 2019
Accurate and Robust Alignment of Variable-stained Histologic Images Using a General-purpose Greedy Diffeomorphic Registration Tool.
CoRR, 2019
Improving Multi-atlas Segmentation by Convolutional Neural Network Based Patch Error Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Facilitating Manual Segmentation of 3D Datasets Using Contour And Intensity Guided Interpolation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2018
Characterizing the human hippocampus in aging and Alzheimer's disease using a computational atlas derived from ex vivo MRI and histology.
Proc. Natl. Acad. Sci. USA, 2018
Characterizing Anatomical Variability and Alzheimer's Disease Related Cortical Thinning in the Medial Temporal Lobe Using Graph-Based Groupwise Registration and Point Set Geodesic Shooting.
Proceedings of the Shape in Medical Imaging, 2018
Combining Deep Learning and Multi-atlas Label Fusion for Automated Placenta Segmentation from 3DUS.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
Semi-automated Image Segmentation of the Midsystolic Left Ventricular Mitral Valve Complex in Ischemic Mitral Regurgitation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
2017
Multi-template analysis of human perirhinal cortex in brain MRI: Explicitly accounting for anatomical variability.
NeuroImage, 2017
NeuroImage, 2017
Spatiotemporal Segmentation and Modeling of the Mitral Valve in Real-Time 3D Echocardiographic Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Joint Intensity Fusion Image Synthesis Applied to Multiple Sclerosis Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
Image Segmentation and Modeling of the Pediatric Tricuspid Valve in Hypoplastic Left Heart Syndrome.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017
2016
Supervoxel-Based Hierarchical Markov Random Field Framework for Multi-atlas Segmentation.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016
Accounting for the Confound of Meninges in Segmenting Entorhinal and Perirhinal Cortices in T1-Weighted MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
A framework for informing segmentation of in vivo MRI with information derived from ex vivo imaging: Application in the medial temporal lobe.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
ITK-SNAP: An interactive tool for semi-automatic segmentation of multi-modality biomedical images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Quantitative comparison of 21 protocols for labeling hippocampal subfields and parahippocampal subregions in in vivo MRI: Towards a harmonized segmentation protocol.
NeuroImage, 2015
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge.
NeuroImage, 2015
Medially constrained deformable modeling for segmentation of branching medial structures: Application to aortic valve segmentation and morphometry.
Medical Image Anal., 2015
Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Histology-derived volumetric annotation of the human hippocampal subfields in postmortem MRI.
NeuroImage, 2014
Fully automatic segmentation of the mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas joint label fusion and deformable medial modeling.
Medical Image Anal., 2014
Automatic Clustering and Thickness Measurement of Anatomical Variants of the Human Perirhinal Cortex.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Segmentation of the Aortic Valve Apparatus in 3D Echocardiographic Images: Deformable Modeling of a Branching Medial Structure.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Multi-atlas segmentation with joint label fusion and corrective learning - an open source implementation.
Frontiers Neuroinformatics, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Automated Segmentation and Geometrical Modeling of the Tricuspid Aortic Valve in 3D Echocardiographic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Deformable Modeling Using a 3D Boundary Representation with Quadratic Constraints on the Branching Structure of the Blum Skeleton.
Proceedings of the Information Processing in Medical Imaging, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
2012
Measuring longitudinal change in the hippocampal formation from in vivo high-resolution T2-weighted MRI.
NeuroImage, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Reconstruction of the human hippocampus in 3D from histology and high-resolution ex-vivo MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
From label fusion to correspondence fusion: A new approach to unbiased groupwise registration.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
A learning-based wrapper method to correct systematic errors in automatic image segmentation: Consistently improved performance in hippocampus, cortex and brain segmentation.
NeuroImage, 2011
Heterogeneity of functional activation during memory encoding across hippocampal subfields in temporal lobe epilepsy.
NeuroImage, 2011
Hippocampus segmentation using a stable maximum likelihood classifier ensemble algorithm.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Nearly automatic segmentation of hippocampal subfields in in vivo focal T2-weighted MRI.
NeuroImage, 2010
Bias in estimation of hippocampal atrophy using deformation-based morphometry arises from asymmetric global normalization: An illustration in ADNI 3 T MRI data.
NeuroImage, 2010
Cerebral cortical folding analysis with multivariate modeling and testing: Studies on gender differences and neonatal development.
NeuroImage, 2010
NeuroImage, 2010
A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features.
Medical Image Anal., 2010
A Computational White Matter Atlas for Aging with Surface-Based Representation of Fasciculi.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010
<i>Standing on the Shoulders of Giants</i>: Improving Medical Image Segmentation via Bias Correction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Shape-based semi-automatic hippocampal subfield segmentation with learning-based bias removal.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
A high-resolution computational atlas of the human hippocampus from postmortem magnetic resonance imaging at 9.4 T.
NeuroImage, 2009
NeuroImage, 2009
Tensor-Based Morphometry of Fibrous Structures with Application to Human Brain White Matter.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Gender Differences in Cerebral Cortical Folding: Multivariate Complexity-Shape Analysis with Insights into Handling Brain-Volume Differences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Ventricular Wall Thickness Analysis in Acute Myocardial Infarction and Hypertrophic Cardiomyopathy.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Multivariate High-Dimensional Cortical Folding Analysis, Combining Complexity and Shape, in Neonates with Congenital Heart Disease.
Proceedings of the Information Processing in Medical Imaging, 2009
2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
3D Cerebral Cortical Morphometry in Autism: Increased Folding in Children and Adolescents in Frontal, Parietal, and Temporal Lobes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the Medial Representations, 2008
2007
High-Dimensional Spatial Normalization of Diffusion Tensor Images Improves the Detection of White Matter Differences: An Example Study Using Amyotrophic Lateral Sclerosis.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Medical Imaging, 2007
IEEE ACM Trans. Comput. Biol. Bioinform., 2007
Hippocampus-specific fMRI group activation analysis using the continuous medial representation.
NeuroImage, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Evaluation of Shape-Based Normalization in the Corpus Callosum for White Matter Connectivity Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Structure-Specific Statistical Mapping of White Matter Tracts using the Continuous Medial Representation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
IEEE Trans. Medical Imaging, 2006
User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability.
NeuroImage, 2006
Deformable registration of diffusion tensor MR images with explicit orientation optimization.
Medical Image Anal., 2006
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Efficient Generation of Shape-Based Reference Frames for the Corpus Callosum for DTI-based Connectivity Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
Proceedings of the Visualization and Processing of Tensor Fields, 2006
2005
Deformable Registration of Diffusion Tensor MR Images with Explicit Orientation Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Statistical Modeling of Shape and Appearance Using the Continuous Medial Representation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Parametric Medial Shape Representation in 3-D via the Poisson Partial Differential Equation with Non-linear Boundary Conditions.
Proceedings of the Information Processing in Medical Imaging, 2005
2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Towards Diffusion Profile Image Registration.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
Image Vis. Comput., 2003
Proceedings of the Information Processing in Medical Imaging, 2003
2002
Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions.
IEEE Trans. Medical Imaging, 2002
2001
Proceedings of the Information Processing in Medical Imaging, 2001
1999
Segmentation, Registration and Measurement of Shape Variation via Image Object Shape.
IEEE Trans. Medical Imaging, 1999