Aaron Carass
Orcid: 0000-0003-4939-5085
According to our database1,
Aaron Carass
authored at least 180 papers
between 2006 and 2024.
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Bibliography
2024
Int. J. Comput. Vis., September, 2024
Deep learning enables accurate brain tissue microstructure analysis based on clinically feasible diffusion magnetic resonance imaging.
NeuroImage, 2024
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?
CoRR, 2024
TS-SR3: Time-Strided Denoising Diffusion Probabilistic Model for MR Super-Resolution.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024
Proceedings of the Simulation and Synthesis in Medical Imaging, 2024
Towards an Accurate and Generalizable Multiple Sclerosis Lesion Segmentation Model Using Self-Ensembled Lesion Fusion.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
Comput. Medical Imaging Graph., October, 2023
CoRR, 2023
A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond.
CoRR, 2023
CoRR, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Investigation of probability maps in deep-learning-based brain ventricle parcellation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Joint synthesis of WMn MPRAGE and parameter maps using deep learning and an imaging equation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Medical Imaging 2023: Image Processing, 2023
DrDisco: Deep Registration for Distortion Correction of diffusion MRI with single phase-encoding.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Unsupervised quality assurance for brain MR image rigid registration using latent shape representation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue.
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023
Self-Supervised Super-Resolution for Anisotropic MR Images with and Without Slice Gap.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023
Investigating the effect of cerebral atrophy on brain deformation using subject-specific models.
Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023
Automated Ventricle Parcellation and Evan's Ratio Computation in Pre- and Post-Surgical Ventriculomegaly.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Label Propagation Via Random Walk for Training Robust Thalamus Nuclei Parcellation Model from Noisy Annotations.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data.
IEEE Trans. Medical Imaging, 2022
Evaluating the impact of MR image harmonization on thalamus deep network segmentation.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Cranial meninges reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal aging.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Deep Learning-Based Segmentation of Pleural Effusion from Ultrasound Using Coordinate Convolutions.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022
Proceedings of the Multiscale Multimodal Medical Imaging - Third International Workshop, 2022
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
Relationship between cerebral vasculature and brain stiffness measured using MR elastography.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
Investigating the effect of ventricle size on brain deformation using computational models.
Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022
2021
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory.
NeuroImage, 2021
Medical Image Anal., 2021
Structured layer surface segmentation for retina OCT using fully convolutional regression networks.
Medical Image Anal., 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Accurate estimation of total intracranial volume in MRI using a multi-tasked image-to-image translation network.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Simulation and Synthesis in Medical Imaging, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image Synthesis.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Slice Profile Estimation From 2D MRI Acquisition Using Generative Adversarial Networks.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Information-Based Disentangled Representation Learning for Unsupervised MR Harmonization.
Proceedings of the Information Processing in Medical Imaging, 2021
Proceedings of the Information Processing in Medical Imaging, 2021
2020
IEEE Trans. Medical Imaging, 2020
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization.
NeuroImage, 2020
NeuroImage, 2020
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Automatic quality control using hierarchical shape analysis for cerebellum parcellation.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images.
NeuroImage, 2018
Medical Image Anal., 2018
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR, 2018
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks.
CoRR, 2018
Inter-scanner variation independent descriptors for constrained diffeomorphic demons registration of retina OCT.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018
Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN - Effects of Gradient Consistency Loss and Training Data Size.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
Automatic outlier detection using hidden Markov model for cerebellar lobule segmentation.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
Multi-atlas segmentation of the hydrocephalus brain using an adaptive ventricle atlas.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Thalamus segmentation using multi-modal feature classification: Validation and pilot study of an age-matched cohort.
NeuroImage, 2017
NeuroImage, 2017
Medical Image Anal., 2017
Cross contrast multi-channel image registration using image synthesis for MR brain images.
Medical Image Anal., 2017
Multi-atlas-based CT synthesis from conventional MRI with patch-based refinement for MRI-based radiotherapy planning.
Proceedings of the Medical Imaging 2017: Image Processing, 2017
A Supervoxel Based Random Forest Synthesis Framework for Bidirectional MR/CT Synthesis.
Proceedings of the Simulation and Synthesis in Medical Imaging, 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
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
Improving graph-based OCT segmentation for severe pathology in retinitis pigmentosa patients.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
Automatic falx cerebri and tentorium cerebelli segmentation from magnetic resonance images.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
2016
Automated cerebellar lobule segmentation with application to cerebellar structural analysis in cerebellar disease.
NeuroImage, 2016
NeuroImage, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Landmark based shape analysis for cerebellar ataxia classification and cerebellar atrophy pattern visualization.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Quality assurance using outlier detection on an automatic segmentation method for the cerebellar peduncles.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Thalamus parcellation using multi-modal feature classification and thalamic nuclei priors.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Simultaneous segmentation of retinal surfaces and microcystic macular edema in SDOCT volumes.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
A toolbox to visually explore cerebellar shape changes in cerebellar disease and dysfunction.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
Voxel based morphometry in optical coherence tomography: validation and core findings.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
NeuroImage, 2015
Medical Image Anal., 2015
MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans.
Comput. Intell. Neurosci., 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Segmentation of microcystic macular edema in Cirrus OCT scans with an exploratory longitudinal study.
Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Deformation Field Correction for Spatial Normalization of PET Images Using a Population-Derived Partial Least Squares Model.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
A Bayesian Approach to Distinguishing Interdigitated Muscles in the Tongue from Limited Diffusion Weighted Imaging.
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014
2013
IEEE Trans. Medical Imaging, 2013
Neuroinformatics, 2013
Automatic magnetic resonance spinal cord segmentation with topology constraints for variable fields of view.
NeuroImage, 2013
Automatic cell segmentation in fluorescence images of confluent cell monolayers using multi-object geometric deformable model.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Voxel-wise displacement as independent features in classification of multiple sclerosis.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013
Covariance shrinking in active shape models with application to gyral labeling of the cerebral cortex.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
NeuroImage, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Topology preserving automatic segmentation of the spinal cord in magnetic resonance images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
2010
Erratum to: The Java Image Science Toolkit (JIST) for Rapid Prototyping and Publishing of Neuroimaging Software.
Neuroinformatics, 2010
The Java Image Science Toolkit (JIST) for Rapid Prototyping and Publishing of Neuroimaging Software.
Neuroinformatics, 2010
NeuroImage, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
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
2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Automatic estimation of midsagittal plane and AC-PC alignment on nonrigid registration.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006