D. Louis Collins

Claire Haegelen, Pierrick Coupé, Vladimir Fonov, Nicolas Guizard, Pierre Jannin, Xavier Morandi, D. Louis Collins: Automated segmentation of basal ganglia and deep brain structures in MRI of Parkinson's disease. Int. J. Computer Assisted Radiology and Surgery 8(1): 99-110 (2013)

Marta Kersten-Oertel, Pierre Jannin, D. Louis Collins: The state of the art of visualization in mixed reality image guided surgery. Comp. Med. Imag. and Graph. 37(2): 98-112 (2013)

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)

Simon F. Eskildsen, Pierrick Coupé, Daniel García-Lorenzo, Vladimir Fonov, Jens C. Pruessner, D. Louis Collins: Prediction of Alzheimer's disease in subjects with mild cognitive impairment from the ADNI cohort using patterns of cortical thinning. NeuroImage 65: 511-521 (2013)

Matthew D. Albaugh, Simon Ducharme, D. Louis Collins, Kelly N. Botteron, Robert R. Althoff, Alan C. Evans, Sherif Karama, James J. Hudziak: Evidence for a cerebral cortical thickness network anti-correlated with amygdalar volume in healthy youths: Implications for the neural substrates of emotion regulation. NeuroImage 71: 42-49 (2013)

Laurence Mercier, Vladimir Fonov, Claire Haegelen, Rolando Del Maestro, Kevin Petrecca, D. Louis Collins: Comparing two approaches to rigid registration of three-dimensional ultrasound and magnetic resonance images for neurosurgery. Int. J. Computer Assisted Radiology and Surgery 7(1): 125-136 (2012)

Charles X. B. Yan, Benoît Goulet, Sean Jy-Shyang Chen, Donatella Tampieri, D. Louis Collins: Validation of automated ultrasound-CT registration of vertebrae. Int. J. Computer Assisted Radiology and Surgery 7(4): 601-610 (2012)

Sean Jy-Shyang Chen, Ingerid Reinertsen, Pierrick Coupé, Charles X. B. Yan, Laurence Mercier, Rolando Del Maestro, D. Louis Collins: Validation of a hybrid Doppler ultrasound vessel-based registration algorithm for neurosurgery. Int. J. Computer Assisted Radiology and Surgery 7(5): 667-685 (2012)

Silvain Bériault, Fahd Al Subaie, D. Louis Collins, Abbas F. Sadikot, G. Bruce Pike: A multi-modal approach to computer-assisted deep brain stimulation trajectory planning. Int. J. Computer Assisted Radiology and Surgery 7(5): 687-704 (2012)

Charles X. B. Yan, Benoît Goulet, Donatella Tampieri, D. Louis Collins: Ultrasound-CT registration of vertebrae without reconstruction. Int. J. Computer Assisted Radiology and Surgery 7(6): 901-909 (2012)

José V. Manjón, Pierrick Coupé, Antonio Buades, D. Louis Collins, Montserrat Robles: New methods for MRI denoising based on sparseness and self-similarity. Medical Image Analysis 16(1): 18-27 (2012)

Pierrick Coupé, Martin Munz, José V. Manjón, Edward S. Ruthazer, D. Louis Collins: A CANDLE for a deeper in vivo insight. Medical Image Analysis 16(4): 849-864 (2012)

Simon F. Eskildsen, Pierrick Coupé, Vladimir Fonov, José V. Manjón, Kelvin K. Leung, Nicolas Guizard, Shafik N. Wassef, Lasse Riis Østergaard, D. Louis Collins: BEaST: Brain extraction based on nonlocal segmentation technique. NeuroImage 59(3): 2362-2373 (2012)

Pierrick Coupé, Simon F. Eskildsen, José V. Manjón, Vladimir Fonov, D. Louis Collins: Simultaneous segmentation and grading of anatomical structures for patient's classification: Application to Alzheimer's disease. NeuroImage 59(4): 3736-3747 (2012)

I. L. C. van Soelen, Rachel M. Brouwer, G. Caroline M. van Baal, Hugo G. Schnack, Jiska S. Peper, D. Louis Collins, Alan C. Evans, René S. Kahn, Dorret I. Boomsma, Hilleke E. Hulshoff Pol: Genetic influences on thinning of the cerebral cortex during development. NeuroImage 59(4): 3871-3880 (2012)

Alan C. Evans, Andrew L. Janke, D. Louis Collins, Sylvain Baillet: Brain templates and atlases. NeuroImage 62(2): 911-922 (2012)

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)

Dante De Nigris, D. Louis Collins, Tal Arbel: Multi-Modal Image Registration Based on Gradient Orientations of Minimal Uncertainty. IEEE Trans. Med. Imaging 31(12): 2343-2354 (2012)

Marta Kersten-Oertel, Pierre Jannin, D. Louis Collins: DVV: A Taxonomy for Mixed Reality Visualization in Image Guided Surgery. IEEE Trans. Vis. Comput. Graph. 18(2): 332-352 (2012)

Dante De Nigris, D. Louis Collins, Tal Arbel: Fast and Robust Registration Based on Gradient Orientations: Case Study Matching Intra-operative Ultrasound to Pre-operative MRI in Neurosurgery. IPCAI 2012: 125-134

Yiming Xiao, Lara Bailey, M. Mallar Chakravarty, Silvain Bériault, Abbas F. Sadikot, G. Bruce Pike, D. Louis Collins: Atlas-Based Segmentation of the Subthalamic Nucleus, Red Nucleus, and Substantia Nigra for Deep Brain Stimulation by Incorporating Multiple MRI Contrasts. IPCAI 2012: 135-145

Olivier Coulon, Vladimir Fonov, Jean-Francois Mangin, D. Louis Collins: Atlas-based clustering of sulcal patterns - Application to the left inferior frontal sulcus. ISBI 2012: 426-429

Nicolas Guizard, Vladimir Fonov, Daniel García-Lorenzo, Bérengère Aubert-Broche, Simon F. Eskildsen, D. Louis Collins: Spatio-temporal Regularization for Longitudinal Registration to an Unbiased 3D Individual Template. STIA 2012: 1-12

Bérengère Aubert-Broche, Vladimir Fonov, Daniel García-Lorenzo, Abderazzak Mouiha, Nicolas Guizard, Pierrick Coupé, Simon F. Eskildsen, D. Louis Collins: A New Framework for Analyzing Structural Volume Changes of Longitudinal Brain MRI Data. STIA 2012: 50-62

Hassan Rivaz, D. Louis Collins: Self-similarity Weighted Mutual Information: A New Nonrigid Image Registration Metric. MICCAI (3) 2012: 91-98

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

Silvain Bériault, Yiming Xiao, Lara Bailey, D. Louis Collins, Abbas F. Sadikot, G. Bruce Pike: Towards Computer-Assisted Deep Brain Stimulation Targeting with Multiple Active Contacts. MICCAI (1) 2012: 487-494

Laurence Mercier, Rolando Del Maestro, Kevin Petrecca, Anna Kochanowska, Simon Drouin, Charles X. B. Yan, Andrew L. Janke, Sean Jy-Shyang Chen, D. Louis Collins: New prototype neuronavigation system based on preoperative imaging and intraoperative freehand ultrasound: system description and validation. Int. J. Computer Assisted Radiology and Surgery 6(4): 507-522 (2011)

Charles X. B. Yan, Benoît Goulet, Julie Pelletier, Sean Jy-Shyang Chen, Donatella Tampieri, D. Louis Collins: Towards accurate, robust and practical ultrasound-CT registration of vertebrae for image-guided spine surgery. Int. J. Computer Assisted Radiology and Surgery 6(4): 523-537 (2011)

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)

Vladimir Fonov, Alan C. Evans, Kelly N. Botteron, C. Robert Almli, Robert C. McKinstry, D. Louis Collins: Unbiased average age-appropriate atlases for pediatric studies. NeuroImage 54(1): 313-327 (2011)

Pierrick Coupé, José V. Manjón, Vladimir Fonov, Jens C. Pruessner, Montserrat Robles, D. Louis Collins: Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation. NeuroImage 54(2): 940-954 (2011)

Eric Westman, Andrew Simmons, Yi Zhang, Sebastian Muehlboeck, Catherine Tunnard, Yawu Liu, D. Louis Collins, Alan C. Evans, Patrizia Mecocci, Bruno Vellas, Magda Tsolaki, Iwona Kloszewska, Hilkka Soininen, Simon Lovestone, Christian Spenger, Lars-Olof Wahlund: Multivariate analysis of MRI data for Alzheimer's disease, mild cognitive impairment and healthy controls. NeuroImage 54(2): 1178-1187 (2011)

Stephen Frey, Deepak N. Pandya, M. Mallar Chakravarty, Lara Bailey, Michael Petrides, D. Louis Collins: An MRI based average macaque monkey stereotaxic atlas and space (MNI monkey space). NeuroImage 55(4): 1435-1442 (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)

Shiyan Hu, Pierrick Coupé, Jens C. Pruessner, D. Louis Collins: Appearance-based modeling for segmentation of hippocampus and amygdala using multi-contrast MR imaging. NeuroImage 58(2): 549-559 (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)

Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim: Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. IEEE Trans. Med. Imaging 30(11): 1901-1920 (2011)

Sun Hyung Kim, Vladimir Fonov, Joseph Piven, John H. Gilmore, Clement Vachet, Guido Gerig, D. Louis Collins, Martin Styner: Spatial intensity prior correction for tissue segmentation in the developing human brain. ISBI 2011: 2049-2052

Simon Drouin, Marta Kersten-Oertel, Sean Jy-Shyang Chen, D. Louis Collins: A Realistic Test and Development Environment for Mixed Reality in Neurosurgery. AE-CAI 2011: 13-23

Pierrick Coupé, Simon F. Eskildsen, José V. Manjón, Vladimir Fonov, D. Louis Collins: Simultaneous Segmentation and Grading of Hippocampus for Patient Classification with Alzheimer's Disease. MICCAI (3) 2011: 149-157

José V. Manjón, Pierrick Coupé, Antonio Buades, D. Louis Collins, Montserrat Robles: MRI Superresolution Using Self-Similarity and Image Priors. Int. J. Biomedical Imaging 2010 (2010)

Pierre Hellier, Pierrick Coupé, Xavier Morandi, D. Louis Collins: An automatic geometrical and statistical method to detect acoustic shadows in intraoperative ultrasound brain images. Medical Image Analysis 14(2): 195-204 (2010)

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)

José V. Manjón, Pierrick Coupé, Antonio Buades, Vladimir Fonov, D. Louis Collins, Montserrat Robles: Non-local MRI upsampling. Medical Image Analysis 14(6): 784-792 (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)

Matthew Toews, William M. Wells III, D. Louis Collins, Tal Arbel: Feature-based morphometry: Discovering group-related anatomical patterns. NeuroImage 49(3): 2318-2327 (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)

D. Louis Collins, Jens C. Pruessner: Towards accurate, automatic segmentation of the hippocampus and amygdala from MRI by augmenting ANIMAL with a template library and label fusion. NeuroImage 52(4): 1355-1366 (2010)

Nicolas Guizard, Pierrick Coupé, Nicolas Stifani, Stefano Stifani, D. Louis Collins: Robust 3D Reconstruction and Mean-Shift Clustering of Motoneurons from Serial Histological Images. MIAR 2010: 191-199

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

Marta Kersten-Oertel, Pierre Jannin, D. Louis Collins: DVV: Towards a Taxonomy for Mixed Reality Visualization in Image Guided Surgery. MIAR 2010: 334-343

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

Rishi Rajalingham, Matthew Toews, D. Louis Collins, Tal Arbel: Exploring Cortical Folding Pattern Variability Using Local Image Features. MCV 2010: 43-53

Sean Jy-Shyang Chen, Pierre Hellier, Jean-Yves Gauvrit, Maud Marchal, Xavier Morandi, D. Louis Collins: An Anthropomorphic Polyvinyl Alcohol Triple-Modality Brain Phantom Based on Colin27. MICCAI (2) 2010: 92-100

Pierrick Coupé, José V. Manjón, Vladimir Fonov, Jens C. Pruessner, Montserrat Robles, D. Louis Collins: Nonlocal Patch-Based Label Fusion for Hippocampus Segmentation. MICCAI (3) 2010: 129-136

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

Christine L. Tardif, D. Louis Collins, Simon F. Eskildsen, John B. Richardson, G. Bruce Pike: Segmentation of Cortical MS Lesions on MRI Using Automated Laminar Profile Shape Analysis. MICCAI (3) 2010: 181-188

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

Dante De Nigris, Laurence Mercier, Rolando Del Maestro, D. Louis Collins, Tal Arbel: Hierarchical Multimodal Image Registration Based on Adaptive Local Mutual Information. MICCAI (2) 2010: 643-651

Christine L. Tardif, D. Louis Collins, G. Bruce Pike: Sensitivity of voxel-based morphometry analysis to choice of imaging protocol at 3 T. NeuroImage 44(3): 827-838 (2009)

Arno Klein, Jesper Andersson, Babak A. Ardekani, John Ashburner, Brian B. Avants, Ming-Chang Chiang, Gary E. Christensen, D. Louis Collins, James C. Gee, Pierre Hellier, Joo Hyun Song, Mark Jenkinson, Claude Lepage, Daniel Rueckert, Paul M. Thompson, Tom Vercauteren, Roger P. Woods, J. John Mann, Ramin V. Parsey: Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration. NeuroImage 46(3): 786-802 (2009)

Bérengère Aubert-Broche, Christophe Grova, G. Bruce Pike, D. Louis Collins: Clustering of atlas-defined cortical regions based on relaxation times and proton density. NeuroImage 47(2): 523-532 (2009)

Simon Duchesne, Anna Caroli, Cristina Geroldi, D. Louis Collins, Giovanni B. Frisoni: Relating one-year cognitive change in mild cognitive impairment to baseline MRI features. NeuroImage 47(4): 1363-1370 (2009)

Nicolas Costes, Alain Dagher, Kevin Larcher, Alan C. Evans, D. Louis Collins, Anthonin Reilhac: Motion correction of multi-frame PET data in neuroreceptor mapping: Simulation based validation. NeuroImage 47(4): 1496-1505 (2009)

Matthew Toews, D. Louis Collins, Tal Arbel: Automatically Learning Cortical Folding Patterns. ISBI 2009: 1330-1333

Matthew Toews, William M. Wells III, D. Louis Collins, Tal Arbel: Feature-Based Morphometry. MICCAI (1) 2009: 109-116

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

D. Louis Collins, Jens C. Pruessner: Towards Accurate, Automatic Segmentation of the Hippocampus and Amygdala from MRI. MICCAI (1) 2009: 592-600

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

Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi: A geometric flow for segmenting vasculature in proton-density weighted MRI. Medical Image Analysis 12(4): 497-513 (2008)

M. Mallar Chakravarty, Abbas F. Sadikot, Jürgen Germann, Gilles Bertrand, D. Louis Collins: Towards a validation of atlas warping techniques. Medical Image Analysis 12(6): 713-726 (2008)

Simon Duchesne, Anna Caroli, Cristina Geroldi, Christian Barillot, Giovanni B. Frisoni, D. Louis Collins: MRI-Based Automated Computer Classification of Probable AD Versus Normal Controls. IEEE Trans. Med. Imaging 27(4): 509-520 (2008)

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

M. Mallar Chakravarty, Barry J. Bedell, Simone P. Zehntner, Alan C. Evans, D. Louis Collins: Three-dimensional reconstruction of serial histological mouse brain sections. ISBI 2008: 987-990

M. Mallar Chakravarty, Pedro Rosa-Neto, Scott Broadbent, Alan C. Evans, D. Louis Collins: Development of FMRI techniques for planning in functional neurosurgery for Parkinson's disease. ISBI 2008: 1259-1262

Pierre Hellier, Pierrick Coupé, Pierre Meyer, Xavier Morandi, D. Louis Collins: Acoustic shadows detection, application to accurate reconstruction of 3D intraoperative ultrasound. ISBI 2008: 1569-1572

Bérengère Aubert-Broche, Vladimir Fonov, Ilana Leppert, G. Bruce Pike, D. Louis Collins: Human Brain Myelination from Birth to 4.5 Years. MICCAI (2) 2008: 180-187

Rupert Brooks, D. Louis Collins, Xavier Morandi, Tal Arbel: Deformable Ultrasound Registration without Reconstruction. MICCAI (2) 2008: 1023-1031

Ingerid Reinertsen, Maxime Descoteaux, Kaleem Siddiqi, D. Louis Collins: Validation of vessel-based registration for correction of brain shift. Medical Image Analysis 11(4): 374-388 (2007)

Ingerid Reinertsen, Frank Lindseth, Geirmund Unsgård, D. Louis Collins: Clinical validation of vessel-based registration for correction of brain-shift. Medical Image Analysis 11(6): 673-684 (2007)

Bérengère Aubert-Broche, M. Griffin, G. Bruce Pike, Alan C. Evans, D. Louis Collins: Twenty New Digital Brain Phantoms for Creation of Validation Image Data Bases. IEEE Trans. Med. Imaging 25(11): 1410-1416 (2006)

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

Günther Grabner, Andrew L. Janke, Marc M. Budge, David Smith, Jens C. Pruessner, D. Louis Collins: Symmetric Atlasing and Model Based Segmentation: An Application to the Hippocampus in Older Adults. MICCAI (2) 2006: 58-66

Luke Fu, Vladimir Fonov, G. Bruce Pike, Alan C. Evans, D. Louis Collins: Automated Analysis of Multi Site MRI Phantom Data for the NIHPD Project. MICCAI (2) 2006: 144-151

Matthew Toews, D. Louis Collins, Tal Arbel: A Statistical Parts-Based Appearance Model of Inter-subject Variability. MICCAI (1) 2006: 232-240

Bérengère Aubert-Broche, Christophe Grova, Anthonin Reilhac, Alan C. Evans, D. Louis Collins: Realistic Simulated MRI and SPECT Databases. MICCAI (1) 2006: 330-337

M. Mallar Chakravarty, Abbas F. Sadikot, Sanjay Mongia, Gilles Bertrand, D. Louis Collins: Towards a Multi-modal Atlas for Neurosurgical Planning. MICCAI (2) 2006: 389-396

Matthew Toews, D. Louis Collins, Tal Arbel: Maximum a Posteriori Local Histogram Estimation for Image Registration. MICCAI (2) 2005: 163-170

Simon Duchesne, Anna Caroli, Cristina Geroldi, Giovanni B. Frisoni, D. Louis Collins: Predicting Clinical Variable from MRI Features: Application to MMSE in MCI. MICCAI 2005: 392-399

M. Mallar Chakravarty, Abbas F. Sadikot, Jürgen Germann, Gilles Bertrand, D. Louis Collins: Anatomical and Electrophysiological Validation of an Atlas for Neurosurgical Planning. MICCAI (2) 2005: 394-401

Jean-Francois Mangin, Fabrice Poupon, Edouard Duchesnay, Denis Rivière, Arnaud Cachia, D. Louis Collins, Alan C. Evans, Jean Régis: Brain morphometry using 3D moment invariants. Medical Image Analysis 8(3): 187-196 (2004)

Steven Robbins, Alan C. Evans, D. Louis Collins, Sue Whitesides: Tuning and comparing spatial normalization methods. Medical Image Analysis 8(3): 311-323 (2004)

Jean-Francois Mangin, Denis Rivière, Arnaud Cachia, Edouard Duchesnay, Yann Cointepas, Dimitri Papadopoulos-Orfanos, D. Louis Collins, Alan C. Evans, Jean Régis: Object-based morphometry of the cerebral cortex. IEEE Trans. Med. Imaging 23(8): 968-982 (2004)

Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi: A Multi-scale Geometric Flow for Segmenting Vasculature in MRI. ECCV Workshops CVAMIA and MMBIA 2004: 169-180

Ingerid Reinertsen, Maxime Descoteaux, Simon Drouin, Kaleem Siddiqi, D. Louis Collins: Vessel Driven Correction of Brain Shift. MICCAI (2) 2004: 208-216

Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi: Geometric Flows for Segmenting Vasculature in MRI: Theory and Validation. MICCAI (1) 2004: 500-507

Simon Duchesne, Neda Bernasconi, Andrea Bernasconi, D. Louis Collins: Temporal Lobe Epilepsy Surgical Outcome Prediction. MICCAI (2) 2004: 696-702

Pierre Hellier, Christian Barillot, Isabelle Corouge, Bernard Gibaud, Georges Le Goualher, D. Louis Collins, Alan C. Evans, Grégoire Malandain, Nicholas Ayache, Gary E. Christensen, Hans J. Johnson: Retrospective Evaluation of Inter-subject Brain Registration. IEEE Trans. Med. Imaging 22(9): 1120-1130 (2003)

Jean-Francois Mangin, Denis Rivière, Arnaud Cachia, Dimitri Papadopoulos-Orfanos, D. Louis Collins, Alan C. Evans, Jean Régis: Object-Based Strategy for Morphometry of the Cerebral Cortex. IPMI 2003: 160-171

M. Mallar Chakravarty, Gilles Bertrand, Maxime Descoteaux, Abbas F. Sadikot, D. Louis Collins: The Creation of a Brain Atlas for Image Guided Neurosurgery Using Serial Histological Data. MICCAI (1) 2003: 343-350

Simon Duchesne, Neda Bernasconi, Andrew L. Janke, Andrea Bernasconi, D. Louis Collins: Temporal Lobe Epilepsy Lateralization Based on MR Image Intensity and Registration Features. MICCAI (1) 2003: 367-374

Jean-Francois Mangin, Fabrice Poupon, Denis Rivière, Arnaud Cachia, D. Louis Collins, Alan C. Evans, Jean Régis: 3D Moment Invariant Based Morphometry. MICCAI (2) 2003: 505-512

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

Steven Robbins, Alan C. Evans, D. Louis Collins, Sue Whitesides: Tuning and Comparing Spatial Normalization Methods. MICCAI (2) 2003: 910-917

Simon Duchesne, Neda Bernasconi, Andrea Bernasconi, D. Louis Collins: On the Classification of Temporal Lobe Epilepsy Using MR Image Appearance. ICPR (1) 2002: 520-523

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

John C. Mazziotta, Arthur W. Toga, Alan C. Evans, Peter T. Fox, Jack L. Lancaster, Karl Zilles, Roger P. Woods, Tomás Paus, Gregory Simpson, G. Bruce Pike, Colin J. Holmes, D. Louis Collins, Paul M. Thompson, David MacDonald, Marco Iacoboni, Thorsten Schormann, Katrin Amunts, Nicola Palomero-Gallagher, Stefan Geyer, Larry Parsons, Katherine Narr, Noor Kabani, Georges Le Goualher, Jordan Feidler, Kenneth P. Smith, Dorret I. Boomsma, Hilleke E. Hulshoff Pol, Tyrone D. Cannon, Ryuta Kawashima, Bernard Mazoyer: Application of Information Technology: A Four-Dimensional Probabilistic Atlas of the Human Brain. JAMIA 8(5): 401-430 (2001)

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

Sylvain Bouix, Jens C. Pruessner, D. Louis Collins, Kaleem Siddiqi: Hippocampal Shape Analysis Using Medial Surfaces. MICCAI 2001: 33-40

Pierre Hellier, Christian Barillot, Isabelle Corouge, Bernard Gibaud, Georges Le Goualher, D. Louis Collins, Alan C. Evans, Grégoire Malandain, Nicholas Ayache: Retrospective Evaluation of Inter-subject Brain Registration. MICCAI 2001: 258-265

Tal Arbel, Xavier Morandi, Roch M. Comeau, D. Louis Collins: Automatic Non-linear MRI-Ultrasound Registration for the Correction of Intra-operative Brain Deformations. MICCAI 2001: 913-922

Simon Duchesne, D. Louis Collins: Analysis of 3D Deformation Fields for Appearance-Based Segmentation. MICCAI 2001: 1189-1190

Georges Le Goualher, Emmanuel Procyk, D. Louis Collins, Raghu Venugopal, Christian Barillot, Alan C. Evans: Automated Extraction and Variability Analysis of Sulcal Neuroanatomy. IEEE Trans. Med. Imaging 18(3): 206-217 (1999)

D. Louis Collins, Alex P. Zijdenbos, Wim F. C. Baaré, Alan C. Evans: ANIMAL+INSECT: Improved Cortical Structure Segmentation. IPMI 1999: 210-223

D. Louis Collins, Alex P. Zijdenbos, Vasken Kollokian, John G. Sled, N. J. Kabani, Colin J. Holmes, Alan C. Evans: Design and Construction of a Realistic Digital Brain Phantom. IEEE Trans. Med. Imaging 17(3): 463-468 (1998)

Philippe St. Jean, Abbas F. Sadikot, D. Louis Collins, Diego Clonda, Reza Kasrai, Alan C. Evans, Terry M. Peters: Automated atlas integration and interactive 3-dimensional visualization tools for planning and guidance of functional neurosurgery. IEEE Trans. Med. Imaging 17(5): 672-680 (1998)

Georges Le Goualher, D. Louis Collins, Christian Barillot, Alan C. Evans: Automatic Identification of Cortical Sulci Using a 3D Probabilistic Atlas. MICCAI 1998: 509-518

D. Louis Collins, Georges Le Goualher, Alan C. Evans: Non-linear Cerebral Registration with Sulcal Constraints. MICCAI 1998: 974-984

D. Louis Collins, Alan C. Evans: Animal: Validation and Applications of Nonlinear Registration-Based Segmentation. IJPRAI 11(8): 1271-1294 (1997)

D. Louis Collins, Georges Le Goualher, Raghu Venugopal, A. Caramanos, Alan C. Evans, Christian Barillot: Cortical Constraints for Non-Linear Cortical Registration. VBC 1996: 307-316

Christopher J. Henri, D. Louis Collins, Terry M. Peters: Reconstruction of 3-D Branching Structures. IPMI 1991: 65-80