Owen T. Carmichael
Orcid: 0000-0002-0576-0047
According to our database1,
Owen T. Carmichael
authored at least 45 papers
between 1998 and 2023.
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Bibliography
2023
Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023
Joint Estimation of Neural Events and Hemodynamic Response Functions from Task fMRI via Convolutional Neural Networks.
Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023
2022
Nonlinear Conditional Time-Varying Granger Causality of Task fMRI via Deep Stacking Networks and Adaptive Convolutional Kernels.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Effects of testosterone administration on fMRI responses to executive function, aggressive behavior, and emotion processing tasks during severe exercise- and diet-induced energy deficit.
NeuroImage, 2021
Constrained Learning of Task-Related and Spatially-Coherent Dictionaries from Task fMRI Data.
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021
Deep Stacking Networks for Conditional Nonlinear Granger Causal Modeling of fMRI Data.
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021
2020
Automated White Matter Hyperintensity Segmentation Using Bayesian Model Selection: Assessment and Correlations with Cognitive Change.
Neuroinformatics, 2020
2018
Estimating fiber orientation distribution from diffusion MRI with spherical needlets.
Medical Image Anal., 2018
2017
Validation of a Regression Technique for Segmentation of White Matter Hyperintensities in Alzheimer's Disease.
IEEE Trans. Medical Imaging, 2017
Performance comparison of 10 different classification techniques in segmenting white matter hyperintensities in aging.
NeuroImage, 2017
2016
Quantifying Individual Brain Connectivity with Functional Principal Component Analysis for Networks.
Brain Connect., 2016
2015
Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
2013
Combining Boundary-Based Methods With Tensor-Based Morphometry in the Measurement of Longitudinal Brain Change.
IEEE Trans. Medical Imaging, 2013
NeuroImage, 2013
Comput. Vis. Image Underst., 2013
Effects of T2-weighted MRI based cranial volume measurements on studies of the aging brain.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
Guided Learning Algorithms: An Application of Constrained Spectral Partitioning to Functional Magnetic Resonance Imaging (fMRI).
Proceedings of the Foundations of Augmented Cognition, 2013
2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Most edges in Markov random fields for white matter hyperintensity segmentation are worthless.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Adaptive image segmentation for robust measurement of longitudinal brain tissue change.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
MRI non-uniformity correction through interleaved bias estimation and B-spline deformation with a template.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Impact of Markov Random Field optimizer on MRI-based tissue segmentation in the aging brain.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Fully-Automated White Matter Hyperintensity Detection with Anatomical Prior Knowledge and without FLAIR.
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the Information Processing in Medical Imaging, 2009
2008
Localized measures of callosal atrophy are associated with late-life hypertension: AGES-Reykjavik Study.
NeuroImage, 2008
Automated ventricular mapping with multi-atlas fluid image alignment reveals genetic effects in Alzheimer's disease.
NeuroImage, 2008
2007
Feature-Based vs. Intensity-Based Brain Image Registration: Comprehensive Comparison Using Mutual Information.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Automated 3d Mapping & Shape Analysis of the Lateral Ventricles Via Fluid Registration of Multiple Surface-Based Atlases.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
2006
Mapping ventricular changes related to dementia and mild cognitive impairment in a large community-based cohort.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
Atlas-based hippocampus segmentation in Alzheimer's disease and mild cognitive impairment.
NeuroImage, 2005
2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Discriminative MR Image Feature Analysis for Automatic Schizophrenia and Alzheimer's Disease Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the British Machine Vision Conference, 2004
2002
Proceedings of the British Machine Vision Conference 2002, 2002
2000
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000
1999
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999
Proceedings of the 2nd International Conference on 3D Digital Imaging and Modeling (3DIM '99), 1999
1998
Proceedings of the Proceedings 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, 1998