Owen T. Carmichael

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 12

Top Topics

Granger Causality

Joint Estimation

Top Venues

IEEE Trans. Medical Imaging

Publications

Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, Krystal Kirby, Arend W. A. Van Gemmert, Lydia Bazzano, Owen T. Carmichael
Joint Estimation of Neural Events and Hemodynamic Response Functions from Task fMRI via Convolutional Neural Networks. MLCN@MICCAI (2023)
Reagan Dugan, Owen T. Carmichael
Multi-shell dMRI Estimation from Single-Shell Data via Deep Learning. MLCN@MICCAI (2023)
Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, Lydia Bazzano, Owen T. Carmichael
Nonlinear Conditional Time-Varying Granger Causality of Task fMRI via Deep Stacking Networks and Adaptive Convolutional Kernels. MICCAI (1) (2022)
Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, Lydia Bazzano, Owen T. Carmichael
Deep Stacking Networks for Conditional Nonlinear Granger Causal Modeling of fMRI Data. MLCN@MICCAI (2021)
Owen T. Carmichael, Sreekrishna R. Pillai, Kori Murray, Preetham Shankapal, John Caldwell, Oshin Vartanian, Claire E. Berryman, J. P. Karl, Melissa Harris, Jennifer C. Rood, Stefan M. Pasiakos, Harris R. Lieberman
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 243 (2021)
Sreekrishna Ramakrishnapillai, Harris R. Lieberman, Jennifer C. Rood, Stefan M. Pasiakos, Kori Murray, Preetham Shankapal, Owen T. Carmichael
Constrained Learning of Task-Related and Spatially-Coherent Dictionaries from Task fMRI Data. MLCN@MICCAI (2021)
Cassidy M. Fiford, Carole H. Sudre, Hugh Pemberton, Phoebe Walsh, Emily N. Manning, Ian B. Malone, Jennifer Nicholas, Willem H. Bouvy, Owen T. Carmichael, Geert Jan Biessels, M. Jorge Cardoso, Josephine Barnes
Automated White Matter Hyperintensity Segmentation Using Bayesian Model Selection: Assessment and Correlations with Cognitive Change. Neuroinformatics 18 (3) (2020)
Hao Yan, Owen T. Carmichael, Debashis Paul, Jie Peng
Estimating fiber orientation distribution from diffusion MRI with spherical needlets. Medical Image Anal. 46 (2018)
Mahsa Dadar, Josefina Maranzano, Karen Misquitta, Cassandra J. Anor, Vladimir S. Fonov, Maria Carmela Tartaglia, Owen T. Carmichael, Charles DeCarli, D. Louis Collins, Alzheimer's Disease Neuroimaging Initiative
Performance comparison of 10 different classification techniques in segmenting white matter hyperintensities in aging. NeuroImage 157 (2017)
Mahsa Dadar, Tharick A. Pascoal, Sarinporn Manitsirikul, Karen Misquitta, Vladimir S. Fonov, Maria Carmela Tartaglia, John Breitner, Pedro Rosa-Neto, Owen T. Carmichael, Charles DeCarli, D. Louis Collins
Validation of a Regression Technique for Segmentation of White Matter Hyperintensities in Alzheimer's Disease. IEEE Trans. Medical Imaging 36 (8) (2017)
Alexander Petersen, Jianyang Zhao, Owen T. Carmichael, Hans-Georg Müller
Quantifying Individual Brain Connectivity with Functional Principal Component Analysis for Networks. Brain Connect. 6 (7) (2016)
Chia-Tung Kuo, Xiang Wang, Peter B. Walker, Owen T. Carmichael, Jieping Ye, Ian Davidson
Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation. KDD (2015)
Chia-Tung Kuo, Peter B. Walker, Owen T. Carmichael, Ian Davidson
Spectral Clustering for Medical Imaging. ICDM (2014)
Ian N. Davidson, Sean Gilpin, Owen T. Carmichael, Peter B. Walker
Network discovery via constrained tensor analysis of fMRI data. KDD (2013)
Phong Vuong, David Drucker, Christopher G. Schwarz, Evan Fletcher, Charles DeCarli, Owen T. Carmichael
Effects of T2-weighted MRI based cranial volume measurements on studies of the aging brain. Medical Imaging: Image Processing (2013)
Evan Fletcher, Alexander Knaack, Baljeet Singh, Evan Lloyd, Evan Wu, Owen T. Carmichael, Charles DeCarli
Combining Boundary-Based Methods With Tensor-Based Morphometry in the Measurement of Longitudinal Brain Change. IEEE Trans. Medical Imaging 32 (2) (2013)
Owen T. Carmichael, Donald G. McLaren, Douglas Tommet, Dan Mungas, Richard N. Jones
Coevolution of brain structures in amnestic mild cognitive impairment. NeuroImage 66 (2013)
Jing Xie, Evan Fletcher, Baljeet Singh, Owen T. Carmichael
Robust measurement of individual localized changes to the aging hippocampus. Comput. Vis. Image Underst. 117 (9) (2013)
Alex Tsui, Devin Fenton, Phong Vuong, Joel Hass, Patrice Koehl, Nina Amenta, David Coeurjolly, Charles DeCarli, Owen T. Carmichael
Globally Optimal Cortical Surface Matching with Exact Landmark Correspondence. IPMI (2013)
Henry L. Phillips, Peter B. Walker, Carrie H. Kennedy, Owen T. Carmichael, Ian N. Davidson
Guided Learning Algorithms: An Application of Constrained Spectral Partitioning to Functional Magnetic Resonance Imaging (fMRI). HCI (24) (2013)
Evan Fletcher, Owen T. Carmichael, Charles DeCarli
MRI non-uniformity correction through interleaved bias estimation and B-spline deformation with a template. EMBC (2012)
Jing Xie, Owen T. Carmichael
Brain shape regression components. EMBC (2012)
Varsha Viswanath, Evan Fletcher, Baljeet Singh, Noel Smith, Debashis Paul, Jie Peng, Jun Chen, Owen T. Carmichael
Impact of DTI smoothing on the study of brain aging. EMBC (2012)
Christopher G. Schwarz, Evan Fletcher, Baljeet Singh, Amy Liu, Noel Smith, Charles DeCarli, Owen T. Carmichael
Most edges in Markov random fields for white matter hyperintensity segmentation are worthless. EMBC (2012)
Evan Fletcher, Baljeet Singh, Danielle J. Harvey, Owen T. Carmichael, Charles DeCarli
Adaptive image segmentation for robust measurement of longitudinal brain tissue change. EMBC (2012)
Christopher G. Schwarz, Alex Tsui, Evan Fletcher, Baljeet Singh, Charles DeCarli, Owen T. Carmichael
Impact of Markov Random Field optimizer on MRI-based tissue segmentation in the aging brain. EMBC (2011)
Karl R. Beutner, Gautam Prasad, Evan Fletcher, Charles DeCarli, Owen T. Carmichael
Estimating Uncertainty in Brain Region Delineations. IPMI (2009)
Dan A. Alcantara, Owen T. Carmichael, Will Harcourt-Smith, Kirstin Sterner, Stephen R. Frost, Rebecca A. Dutton, Paul M. Thompson, Eric Delson, Nina Amenta
Exploration of Shape Variation Using Localized Components Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 31 (8) (2009)
Christopher G. Schwarz, Evan Fletcher, Charles DeCarli, Owen T. Carmichael
Fully-Automated White Matter Hyperintensity Detection with Anatomical Prior Knowledge and without FLAIR. IPMI (2009)
Yi-Yu Chou, Natasha Leporé, Greig I. de Zubicaray, Owen T. Carmichael, James T. Becker, Arthur W. Toga, Paul M. Thompson
Automated ventricular mapping with multi-atlas fluid image alignment reveals genetic effects in Alzheimer's disease. NeuroImage 40 (2) (2008)
Peter Harris, Dan A. Alcantara, Nina Amenta, Oscar L. Lopez, Guðný Eiríksdóttir, Sigurður Sigurðsson, Vilmundur Gudnason, Sarah Madson, Paul M. Thompson, Lenore J. Launer, Owen T. Carmichael
Localized measures of callosal atrophy are associated with late-life hypertension: AGES-Reykjavik Study. NeuroImage 43 (3) (2008)
Leonid Teverovskiy, Owen T. Carmichael, Howard Aizenstein, Nicole A. Lazar, Yanxi Liu
Feature-Based vs. Intensity-Based Brain Image Registration: Comprehensive Comparison Using Mutual Information. ISBI (2007)
Dan A. Alcantara, Owen T. Carmichael, Eric Delson, Will Harcourt-Smith, Kirstin Sterner, Stephen R. Frost, Rebecca A. Dutton, Paul M. Thompson, Howard Aizenstein, Oscar L. Lopez, James T. Becker, Nina Amenta
Localized Components Analysis. IPMI (2007)
Yi-Yu Chou, Natasha Leporé, Greig I. de Zubicaray, Stephen E. Rose, Owen T. Carmichael, James T. Becker, Arthur W. Toga, Paul M. Thompson
Automated 3d Mapping & Shape Analysis of the Lateral Ventricles Via Fluid Registration of Multiple Surface-Based Atlases. ISBI (2007)
Owen T. Carmichael, Paul M. Thompson, Rebecca A. Dutton, Allen Lu, Sharon E. Lee, Jessica Y. Lee, Lewis H. Kuller, Oscar L. Lopez, Howard Aizenstein, Carolyn C. Meltzer, Yanxi Liu, Arthur W. Toga, James T. Becker
Mapping ventricular changes related to dementia and mild cognitive impairment in a large community-based cohort. ISBI (2006)
Owen T. Carmichael, Howard Aizenstein, Simon W. Davis, James T. Becker, Paul M. Thompson, Carolyn C. Meltzer, Yanxi Liu
Atlas-based hippocampus segmentation in Alzheimer's disease and mild cognitive impairment. NeuroImage 27 (4) (2005)
Yanxi Liu, Leonid Teverovskiy, Owen T. Carmichael, Ron Kikinis, Martha Elizabeth Shenton, Cameron S. Carter, V. Andrew Stenger, Simon W. Davis, Howard Aizenstein, James T. Becker, Oscar L. Lopez, Carolyn C. Meltzer
Discriminative MR Image Feature Analysis for Automatic Schizophrenia and Alzheimer's Disease Classification. MICCAI (1) (2004)
Owen T. Carmichael, Martial Hebert
A Hybrid Object-Level/Pixel-Level Framework For Shape-based Recognition. BMVC (2004)
Owen T. Carmichael, Martial Hebert
Shape-Based Recognition of Wiry Objects. IEEE Trans. Pattern Anal. Mach. Intell. 26 (12) (2004)
Owen T. Carmichael, Martial Hebert
Shape-based Recognition Of Wiry Objects. CVPR (2) (2003)
Owen T. Carmichael, Martial Hebert
Object Recognition by a Cascade of Edge Probes. BMVC (2002)
Daniel F. Huber, Owen T. Carmichael, Martial Hebert
3-D Map Reconstruction from Range Data. ICRA (2000)
William T. Freeman, Egon C. Pasztor, Owen T. Carmichael
Learning Low-Level Vision. Int. J. Comput. Vis. 40 (1) (2000)
Owen T. Carmichael, Daniel F. Huber, Martial Hebert
Large Data Sets and Confusing Scenes in 3-D Surface Matching and Recognition. 3DIM (1999)
Owen T. Carmichael, Martial Hebert
3-D Cueing: A Data Filter for Object Recognition. ICRA (1999)
Owen T. Carmichael, Martial Hebert
Unconstrained registration of large 3D point sets for complex model building. IROS (1998)