Douglas L. Arnold

Daniel García-Lorenzo, Simon J. Francis, Sridar Narayanan, Douglas L. Arnold, D. Louis Collins: Review of automatic segmentation methods of multiple sclerosis white matter lesions on conventional magnetic resonance imaging. Medical Image Analysis 17(1): 1-18 (2013)

Robert A. Brown, Sridar Narayanan, Douglas L. Arnold: Segmentation of magnetization transfer ratio lesions for longitudinal analysis of demyelination and remyelination in multiple sclerosis. NeuroImage 66: 103-109 (2013)

Zahra Karimaghaloo, Mohak Shah, Simon J. Francis, Douglas L. Arnold, D. Louis Collins, Tal Arbel: Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI Using Conditional Random Fields. IEEE Trans. Med. Imaging 31(6): 1181-1194 (2012)

Zahra Karimaghaloo, Douglas L. Arnold, D. Louis Collins, Tal Arbel: Hierarchical Conditional Random Fields for Detection of Gad-Enhancing Lesions in Multiple Sclerosis. MICCAI (2) 2012: 379-386

Mohak Shah, Yiming Xiao, Nagesh Subbanna, Simon J. Francis, Douglas L. Arnold, D. Louis Collins, Tal Arbel: Evaluating intensity normalization on MRIs of human brain with multiple sclerosis. Medical Image Analysis 15(2): 267-282 (2011)

Bérengère Aubert-Broche, Vladimir Fonov, R. Ghassemi, S. Narayanan, Douglas L. Arnold, B. Banwell, John G. Sled, D. Louis Collins: Regional brain atrophy in children with multiple sclerosis. NeuroImage 58(2): 409-415 (2011)

Daniel García-Lorenzo, Sylvain Prima, Douglas L. Arnold, D. Louis Collins, Christian Barillot: Trimmed-Likelihood Estimation for Focal Lesions and Tissue Segmentation in Multisequence MRI for Multiple Sclerosis. IEEE Trans. Med. Imaging 30(8): 1455-1467 (2011)

Pierrick Coupé, José V. Manjón, Elias Gedamu, Douglas L. Arnold, Montserrat Robles, D. Louis Collins: Robust Rician noise estimation for MR images. Medical Image Analysis 14(4): 483-493 (2010)

Zografos Caramanos, Vladimir Fonov, Simon J. Francis, Sridar Narayanan, G. Bruce Pike, D. Louis Collins, Douglas L. Arnold: Gradient distortions in MRI: Characterizing and correcting for their effects on SIENA-generated measures of brain volume change. NeuroImage 49(2): 1601-1611 (2010)

Zografos Caramanos, Vladimir Fonov, Simon J. Francis, Sridar Narayanan, G. Bruce Pike, D. Louis Collins, Douglas L. Arnold: Corrigendum to "Gradient distortions in MRI: Characterizing and correcting for their effects on SIENA-generated measures of brain volume change" [NeuroImage 49 (2010) 1601-1611]. NeuroImage 49(4): 3498 (2010)

Mishkin Derakhshan, Zografos Caramanos, Paul S. Giacomini, Sridar Narayanan, Josefina Maranzano, Simon J. Francis, Douglas L. Arnold, D. Louis Collins: Evaluation of automated techniques for the quantification of grey matter atrophy in patients with multiple sclerosis. NeuroImage 52(4): 1261-1267 (2010)

Vladimir Fonov, Andrew L. Janke, Zografos Caramanos, Douglas L. Arnold, Sridar Narayanan, G. Bruce Pike, D. Louis Collins: Improved Precision in the Measurement of Longitudinal Global and Regional Volumetric Changes via a Novel MRI Gradient Distortion Characterization and Correction Technique. MIAR 2010: 324-333

Zahra Karimaghaloo, Mohak Shah, Simon J. Francis, Douglas L. Arnold, D. Louis Collins, Tal Arbel: Detection of Gad-Enhancing Lesions in Multiple Sclerosis Using Conditional Random Fields. MICCAI (3) 2010: 41-48

Yiming Xiao, Mohak Shah, Simon J. Francis, Douglas L. Arnold, Tal Arbel, D. Louis Collins: Optimal Gaussian Mixture Models of Tissue Intensities in Brain MRI of Patients with Multiple-Sclerosis. MLMI 2010: 165-173

Colm Elliott, Simon J. Francis, Douglas L. Arnold, D. Louis Collins, Tal Arbel: Bayesian Classification of Multiple Sclerosis Lesions in Longitudinal MRI Using Subtraction Images. MICCAI (2) 2010: 290-297

Daniel García-Lorenzo, Jérémy Lecoeur, Douglas L. Arnold, D. Louis Collins, Christian Barillot: Multiple Sclerosis Lesion Segmentation Using an Automatic Multimodal Graph Cuts. MICCAI (1) 2009: 584-591

Pierrick Coupé, José V. Manjón, Elias Gedamu, Douglas L. Arnold, Montserrat Robles, D. Louis Collins: An Object-Based Method for Rician Noise Estimation in MR Images. MICCAI (1) 2009: 601-608

Elias Gedamu, Abraham Gedamu, Douglas L. Arnold, D. Louis Collins: MRI inter-packet movement correction for images acquired with non-complementary data. ISBI 2008: 416-419

Rola Harmouche, D. Louis Collins, Douglas L. Arnold, Simon J. Francis, Tal Arbel: Bayesian MS Lesion Classification Modeling Regional and Local Spatial Information. ICPR (3) 2006: 984-987

Sylvain Prima, Douglas L. Arnold, D. Louis Collins: Multivariate Statistics for Detection of MS Activity in Serial Multimodal MR Images. MICCAI (1) 2003: 663-670

Sylvain Prima, Nicholas Ayache, Andrew L. Janke, Simon J. Francis, Douglas L. Arnold, D. Louis Collins: Statistical Analysis of Longitudinal MRI Data: Applications for Detection of Disease Activity in MS. MICCAI (1) 2002: 363-371

D. Louis Collins, Johan Montagnat, Alex P. Zijdenbos, Alan C. Evans, Douglas L. Arnold: Automated Estimation of Brain Volume in Multiple Sclerosis with BICCR. IPMI 2001: 141-147