D. Louis Collins

发表

New prototype neuronavigation system based on preoperative imaging and intraoperative freehand ultrasound: system description and validation

D. Louis Collins, Laurence Mercier, Rolando Del Maestro, 2011, International Journal of Computer Assisted Radiology and Surgery.

CCD Video Camera and Imaging Techniques for Stellar Photometry

D. Louis Collins, Jessica A. Faust, 1989 .

NeuroMTL iSEG challenge methods

D. Louis Collins, Alan C. Evans, Vladimir Fonov, 2018 .

Tuning and Comparing Spatial Normalization Methods

D. Louis Collins, Alan C. Evans, Sue Whitesides, 2003, MICCAI.

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I

Maxime Descoteaux, D. Louis Collins, Lena Maier-Hein, 2017, Lecture Notes in Computer Science.

Automated detection of focal cortical dysplasia lesions using computational models of their MRI characteristics and texture analysis

D. Louis Collins, Neda Bernasconi, Robert E. Kearney, 2003, NeuroImage.

A Generative Model for Automatic Detection of Resolving Multiple Sclerosis Lesions

D. Louis Collins, Tal Arbel, Douglas L. Arnold, 2014, BAMBI.

Multi-Modal Image Registration Based on Gradient Orientations of Minimal Uncertainty

D. Louis Collins, Tal Arbel, Dante De Nigris, 2012, IEEE Transactions on Medical Imaging.

Comparing two approaches to rigid registration of three-dimensional ultrasound and magnetic resonance images for neurosurgery

D. Louis Collins, Laurence Mercier, Rolando Del Maestro, 2011, International Journal of Computer Assisted Radiology and Surgery.

Guest editorial for the IJCARS special issue on MICCAI 2017

Maxime Descoteaux, D. Louis Collins, Lena Maier-Hein, 2018, International Journal of Computer Assisted Radiology and Surgery.

Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery

D. Louis Collins, Houssemeddine Guedri, D. Collins, 2018, CSI@MICCAI.

D. Louis Collins, Hassan Rivaz, D. Collins, 2012, MICCAI.

Improved Precision in the Measurement of Longitudinal Global and Regional Volumetric Changes via a Novel MRI Gradient Distortion Characterization and Correction Technique

D. Louis Collins, Andrew L. Janke, Vladimir Fonov, 2010, MIAR.

DVV: A Taxonomy for Mixed Reality Visualization in Image Guided Surgery

D. Louis Collins, Pierre Jannin, Marta Kersten-Oertel, 2012, IEEE Transactions on Visualization and Computer Graphics.

Special Issue on MICCAI 2017

Maxime Descoteaux, D. Louis Collins, Lena Maier-Hein, 2018, Medical Image Anal..

Evaluation of automated techniques for the quantification of grey matter atrophy in patients with multiple sclerosis

D. Louis Collins, Douglas L. Arnold, Zografos Caramanos, 2010, NeuroImage.

Towards accurate, automatic segmentation of the hippocampus and amygdala from MRI by augmenting ANIMAL with a template library and label fusion

D. Louis Collins, Jens C. Pruessner, D. Collins, 2010, NeuroImage.

An automatic geometrical and statistical method to detect acoustic shadows in intraoperative ultrasound brain images

D. Louis Collins, Pierrick Coupé, Pierre Hellier, 2010, Medical Image Anal..

MRI-Based Automated Computer Classification of Probable AD Versus Normal Controls

D. Louis Collins, Giovanni B. Frisoni, Christian Barillot, 2008, IEEE Transactions on Medical Imaging.

A comparison of publicly available linear MRI stereotaxic registration techniques

D. Louis Collins, Vladimir Fonov, Mahsa Dadar, 2018, NeuroImage.

Temporal Lobe Epilepsy Surgical Outcome Prediction

D. Louis Collins, Neda Bernasconi, Andrea Bernasconi, 2004, MICCAI.

Gray and white matter density changes in monozygotic and same-sex dizygotic twins discordant for schizophrenia using voxel-based morphometry

D. Louis Collins, Alan C. Evans, Hilleke E. Hulshoff Pol, 2006, NeuroImage.

Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II

Maxime Descoteaux, D. Louis Collins, Lena Maier-Hein, 2017, Lecture Notes in Computer Science.

Simultaneous segmentation and grading of anatomical structures for patient's classification: Application to Alzheimer's disease

D. Louis Collins, Pierrick Coupé, Vladimir Fonov, 2012, NeuroImage.

Fast rigid registration of pre-operative magnetic resonance images to intra-operative ultrasound for neurosurgery based on high confidence gradient orientations

D. Louis Collins, Tal Arbel, Dante De Nigris, 2013, International Journal of Computer Assisted Radiology and Surgery.

Shape index distribution based local surface complexity applied to the human cortex

Martin Styner, Guido Gerig, D. Louis Collins, 2015, Medical Imaging.

An augmented-reality system prototype for guiding transcranial Doppler ultrasound examination

D. Louis Collins, Vladimir Fonov, Yuhan Ma, 2018, Multimedia Tools and Applications.

Multi-channel MRI segmentation with graph cuts using spectral gradient and multidimensional Gaussian mixture model

D. Louis Collins, Christian Barillot, Jérémy Lecoeur, 2009, Medical Imaging.

Multivariate Statistics for Detection of MS Activity in Serial Multimodal MR Images

D. Louis Collins, Douglas L. Arnold, Sylvain Prima, 2003, MICCAI.

The state of the art of visualization in mixed reality image guided surgery

D. Louis Collins, Pierre Jannin, Marta Kersten-Oertel, 2013, Comput. Medical Imaging Graph..

Early Prediction of Alzheimer's Disease Progression Using Variational Autoencoders

D. Louis Collins, Azar Zandifar, Doina Precup, 2019, MICCAI.

Motion correction of multi-frame PET data in neuroreceptor mapping: Simulation based validation

D. Louis Collins, Alan C. Evans, Anthonin Reilhac, 2009, NeuroImage.

Hippocampal shape analysis using medial surfaces

D. Louis Collins, Jens C. Pruessner, Kaleem Siddiqi, 2001, NeuroImage.

A sub+cortical fMRI‐based surface parcellation

D. Louis Collins, Vladimir Fonov, Alan C. Evans, 2019, bioRxiv.

Spatial intensity prior correction for tissue segmentation in the developing human brain

Martin Styner, John H. Gilmore, Guido Gerig, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Acoustic shadows detection, application to accurate reconstruction of 3D intraoperative ultrasound

D. Louis Collins, Pierrick Coupé, Pierre Hellier, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Atlas-Guided Transcranial Doppler Ultrasound Examination with a Neuro-Surgical Navigation System: Case Study

D. Louis Collins, Vladimir Fonov, Anna Kochanowska, 2015, CLIP@MICCAI.

Analysis of 3D Deformation Fields for Appearance-Based Segmentation

D. Louis Collins, Simon Duchesne, 2001, MICCAI.

Clustering of atlas-defined cortical regions based on relaxation times and proton density

D. Louis Collins, G. Bruce Pike, Bérengère Aubert-Broche, 2009, NeuroImage.

Hierarchical Conditional Random Fields for Detection of Gad-Enhancing Lesions in Multiple Sclerosis

D. Louis Collins, Tal Arbel, Zahra Karimaghaloo, 2012, MICCAI.

Temporal Hierarchical Adaptive Texture CRF for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI

D. Louis Collins, Hassan Rivaz, Tal Arbel, 2015, IEEE Transactions on Medical Imaging.

Cyberinfrastructure for Open Science at the Montreal Neurological Institute

D. Louis Collins, Vladimir Fonov, Tristan Glatard, 2017, Front. Neuroinform..

Evaluating intensity normalization on MRIs of human brain with multiple sclerosis

D. Louis Collins, Mohak Shah, Tal Arbel, 2011, Medical Image Anal..

Neuroanatomical changes in white and grey matter after sleeve gastrectomy

D. Louis Collins, Alain Dagher, Mahsa Dadar, 2020, NeuroImage.

Brain templates and atlases

D. Louis Collins, Andrew L. Janke, Alan C. Evans, 2012, NeuroImage.

Bayesian MS Lesion Classification Modeling Regional and Local Spatial Information

D. Louis Collins, Tal Arbel, Douglas L. Arnold, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Augmented Reality in Neurovascular Surgery: First Experiences

D. Louis Collins, Simon Drouin, Marta Kersten-Oertel, 2014, AE-CAI.

Towards a Second Brain Images of Tumours for Evaluation (BITE2) Database

D. Louis Collins, Kevin Petrecca, Tal Arbel, 2016, BrainLes@MICCAI.

Automatic Non-linear MRI-Ultrasound Registration for the Correction of Intra-operative Brain Deformations

D. Louis Collins, Tal Arbel, Roch M. Comeau, 2001, MICCAI.

Focal white matter density changes in schizophrenia: reduced inter-hemispheric connectivity

D. Louis Collins, Alan C. Evans, Hilleke E. Hulshoff Pol, 2004, NeuroImage.

Augmented reality in neurovascular surgery: feasibility and first uses in the operating room

D. Louis Collins, Simon Drouin, Marta Kersten-Oertel, 2015, International Journal of Computer Assisted Radiology and Surgery.

Volumetric analysis of medial temporal lobe structures in brain development from childhood to adolescence

D. Louis Collins, Shiyan Hu, Pierrick Coupé, 2013, NeuroImage.

Performance comparison of 10 different classification techniques in segmenting white matter hyperintensities in aging

D. Louis Collins, Owen T. Carmichael, Charles DeCarli, 2017, NeuroImage.

Segmentation of cortical MS lesions on MRI using automated laminar profile shape analysis

D. Louis Collins, Christine L. Tardif, G. Bruce Pike, 2010 .

A Comparative Study of Monoscopic and Stereoscopic Display for a Probe-Positioning Task

D. Louis Collins, Laurence Mercier, Jeremy R. Cooperstock, 2009, MMVR.

Automated separation of diffusely abnormal white matter from focal white matter lesions on MRI in multiple sclerosis

D. Louis Collins, Mahsa Dadar, Douglas L. Arnold, 2020, NeuroImage.

Reconstruction of 3-D Branching Structures

D. Louis Collins, Terry M. Peters, Christopher J. Henri, 1991, IPMI.

Trimmed-Likelihood Estimation for Focal Lesions and Tissue Segmentation in Multisequence MRI for Multiple Sclerosis

D. Louis Collins, Christian Barillot, Douglas L. Arnold, 2011, IEEE Transactions on Medical Imaging.

Toward frameless stereotaxy: anatomical-vascular correlation and registration

D. Louis Collins, Terry M. Peters, Christopher J. Henri, 1992, Other Conferences.

Three-dimensional display of cortical anatomy and vasculature: MR angiography versus multimodality integration

D. Louis Collins, Terence M. Peters, Christopher J. Henri, 1990, Medical Imaging.

Temporally Consistent Probabilistic Detection of New Multiple Sclerosis Lesions in Brain MRI

D. Louis Collins, Tal Arbel, Douglas L. Arnold, 2013, IEEE Transactions on Medical Imaging.

Visualizing the path of blood flow in static vessel images for image guided surgery of cerebral arteriovenous malformations

D. Louis Collins, Simon Drouin, Sean Jy-Shyang Chen, 2012, Medical Imaging.

Appearance-based modeling for segmentation of hippocampus and amygdala using multi-contrast MR imaging

D. Louis Collins, Shiyan Hu, Pierrick Coupé, 2011, NeuroImage.

Retrospective Evaluation of Inter-subject Brain Registration

D. Louis Collins, Isabelle Corouge, Nicholas Ayache, 2001, MICCAI.

SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data

Julien Cohen-Adad, D. Louis Collins, Virginie Callot, 2017, NeuroImage.

Whole-brain voxel-based statistical analysis of gray matter and white matter in temporal lobe epilepsy

D. Louis Collins, Andrea Bernasconi, Neda Bernasconi, 2004, NeuroImage.

Multiple Sclerosis lesion segmentation using an automated multimodal Graph Cut

D. Louis Collins, Christian Barillot, Jérémy Lecoeur, 2016 .

Unbiased average age-appropriate atlases for pediatric studies

D. Louis Collins, Alan C. Evans, Vladimir Fonov, 2011, NeuroImage.

Clinical validation of vessel-based registration for correction of brain-shift

D. Louis Collins, Frank Lindseth, Ingerid Reinertsen, 2007, Medical Image Anal..

Automatic Markov Random Field Segmentation of Susceptibility-Weighted MR Venography

Abbas F. Sadikot, D. Louis Collins, G. Bruce Pike, 2013, CLIP.

Optimized PatchMatch for Near Real Time and Accurate Label Fusion

D. Louis Collins, Pierrick Coupé, Ta Vinh Thong, 2014, MICCAI.

MRI inter-packet movement correction for images acquired with non-complementary data

D. Louis Collins, Douglas L. Arnold, Elias Gedamu, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Vessel Driven Correction of Brain Shift

Maxime Descoteaux, D. Louis Collins, Simon Drouin, 2004, MICCAI.

New methods for MRI denoising based on sparseness and self-similarity

D. Louis Collins, Pierrick Coupé, José V. Manjón, 2012, Medical Image Anal..

MINC 2.0: A Flexible Format for Multi-Modal Images

D. Louis Collins, Vladimir Fonov, Andrew L. Janke, 2016, Front. Neuroinform..

Validation of a hybrid Doppler ultrasound vessel-based registration algorithm for neurosurgery

D. Louis Collins, Pierrick Coupé, Laurence Mercier, 2012, International Journal of Computer Assisted Radiology and Surgery.

Augmented Reality for Specific Neurovascular Surgical Tasks

D. Louis Collins, Simon Drouin, Marta Kersten-Oertel, 2015, AE-CAI.

Towards a validation of atlas warping techniques

M. Mallar Chakravarty, Gilles Bertrand, Abbas F. Sadikot, 2008, Medical Image Anal..

Automatic Deformable MR-Ultrasound Registration for Image-Guided Neurosurgery

D. Louis Collins, Sean Jy-Shyang Chen, Hassan Rivaz, 2015, IEEE Transactions on Medical Imaging.

BEaST: Brain extraction based on nonlocal segmentation technique

D. Louis Collins, Pierrick Coupé, Nicolas Guizard, 2012, NeuroImage.

Diurnal fluctuations in brain volume: Statistical analyses of MRI from large populations

D. Louis Collins, Kunio Nakamura, Douglas L. Arnold, 2015, NeuroImage.

Validation of vessel-based registration for correction of brain shift

Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi, 2007, Medical Image Anal..

Rigid registration of 3D ultrasound and MRI: comparing two approaches on nine tumor cases

D. Louis Collins, Laurence Mercier, Kevin Petrecca, 2010 .

The creation of a brain atlas for image guided neurosurgery using serial histological data

M. Mallar Chakravarty, Gilles Bertrand, Abbas F. Sadikot, 2006, NeuroImage.

Robust 3D Reconstruction and Mean-Shift Clustering of Motoneurons from Serial Histological Images

D. Louis Collins, Pierrick Coupé, Nicolas Guizard, 2010, MIAR.

Model-based segmentation of individual brain structures from MRI data

D. Louis Collins, Terry M. Peters, Alan C. Evans, 1992, Other Conferences.

Relating one-year cognitive change in mild cognitive impairment to baseline MRI features

D. Louis Collins, Giovanni B. Frisoni, Simon Duchesne, 2009, NeuroImage.

Robust Rician noise estimation for MR images

D. Louis Collins, Pierrick Coupé, José V. Manjón, 2010, Medical Image Anal..

A quantitative comparison between two manual hippocampal segmentation protocols

D. Louis Collins, Azar Zandifar, Pierrick Coupé, 2015, Alzheimer's & Dementia.

A new method for structural volume analysis of longitudinal brain MRI data and its application in studying the growth trajectories of anatomical brain structures in childhood

D. Louis Collins, Vladimir Fonov, Pierrick Coupé, 2013, NeuroImage.

Clinical Image-Based Procedures. Translational Research in Medical Imaging

D. Louis Collins, Kevin Petrecca, Simon Drouin, 2015, Lecture Notes in Computer Science.

A CANDLE for a deeper in vivo insight

D. Louis Collins, Pierrick Coupé, José V. Manjón, 2012, Medical Image Anal..

Bayesian Classification of Multiple Sclerosis Lesions in Longitudinal MRI Using Subtraction Images

D. Louis Collins, Tal Arbel, Douglas L. Arnold, 2010, MICCAI.

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge

Brian B. Avants, D. Louis Collins, Nikos Paragios, 2011, IEEE Transactions on Medical Imaging.

A clinical-anatomical signature of Parkinson's disease identified with partial least squares and magnetic resonance imaging

D. Louis Collins, Alain Dagher, Bratislav Misic, 2017, NeuroImage.

MRI Superresolution Using Self-Similarity and Image Priors

D. Louis Collins, Pierrick Coupé, José V. Manjón, 2010, Int. J. Biomed. Imaging.

Exploring Cortical Folding Pattern Variability Using Local Image Features

D. Louis Collins, Matthew Toews, Tal Arbel, 2010, MCV.

Brain morphometry using 3D moment invariants

D. Louis Collins, Jean-Francois Mangin, Alan C. Evans, 2004, Medical Image Anal..

Nonlocal Intracranial Cavity Extraction

D. Louis Collins, Pierrick Coupé, José V. Manjón, 2014, Int. J. Biomed. Imaging.

BEaST: Brain extraction using multiresolution nonlocal segmentation

D. Louis Collins, Pierrick Coupé, Nicolas Guizard, 2011 .

Object-Based Strategy for Morphometry of the Cerebral Cortex

D. Louis Collins, Jean-Francois Mangin, Jean Régis, 2003, IPMI.

Warping of a computerized 3-D atlas to match brain image volumes for quantitative neuroanatomical and functional analysis

D. Louis Collins, Alan C. Evans, Sean Marrett, 1991, Medical Imaging.

Automated Analysis of Multi Site MRI Phantom Data for the NIHPD Project

D. Louis Collins, Alan C. Evans, Vladimir Fonov, 2006, MICCAI.

Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer's Disease

D. Louis Collins, Pierrick Coupé, Xingyu Pan, 2014, MLMI.

Toward defining deep brain stimulation targets in MNI space: A subcortical atlas based on multimodal MRI, histology and structural connectivity

Siobhan Ewert, Andreas Horn, Ningfei Li, 2016, NeuroImage.

Knowledge-based extraction of cerebral vasculature from anatomical MRI

D. Louis Collins, Alan C. Evans, Ole Vilhelm Larsen, 2001, SPIE Medical Imaging.

DVV: Towards a Taxonomy for Mixed Reality Visualization in Image Guided Surgery

D. Louis Collins, Pierre Jannin, Marta Kersten-Oertel, 2010, MIAR.

Brain shift in neuronavigation of brain tumors: A review

D. Louis Collins, Kevin Petrecca, Marta Kersten-Oertel, 2017, Medical Image Anal..

Automated extraction and variability analysis of sulcal neuroanatomy

D. Louis Collins, Alan C. Evans, Christian Barillot, 1999, IEEE Transactions on Medical Imaging.

Sensitivity of voxel-based morphometry analysis to choice of imaging protocol at 3 T

D. Louis Collins, Christine L. Tardif, G. Bruce Pike, 2009, NeuroImage.

Automated 3D nonlinear deformation procedure for determination of gross morphometric variability in human brain

D. Louis Collins, Terry M. Peters, Alan C. Evans, 1994, Other Conferences.

Automatic Optimization of Depth Electrode Trajectory Planning

D. Louis Collins, G. Bruce Pike, Claire Haegelen, 2013, CLIP.

Joint level-set shape modeling and appearance modeling for brain structure segmentation

D. Louis Collins, Shiyan Hu, D. Collins, 2007, NeuroImage.

Validation of automated ultrasound-CT registration of vertebrae

D. Louis Collins, Charles X. B. Yan, Sean Jy-Shyang Chen, 2011, International Journal of Computer Assisted Radiology and Surgery.

A New Framework for Analyzing Structural Volume Changes of Longitudinal Brain MRI Data

D. Louis Collins, Vladimir Fonov, Pierrick Coupé, 2012, STIA.

A novel framework for the local extraction of extra-axial cerebrospinal fluid from MR brain images

Guido Gerig, D. Louis Collins, Vladimir Fonov, 2018, Medical Imaging.

Multi-contrast unbiased MRI atlas of a Parkinson’s disease population

M. Mallar Chakravarty, Abbas F. Sadikot, D. Louis Collins, 2015, International Journal of Computer Assisted Radiology and Surgery.

Relating neocortical pathology to disability progression in multiple sclerosis using MRI

D. Louis Collins, Paul M. Matthews, Douglas L. Arnold, 2004, NeuroImage.

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017: 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III

Maxime Descoteaux, D. Louis Collins, Lena Maier-Hein, 2017, Lecture Notes in Computer Science.

Non-linear Cerebral Registration with Sulcal Constraints

D. Louis Collins, Alan C. Evans, Georges Le Goualher, 1998, MICCAI.

Non-linear registration of histological images for 3-D middle-ear modelling

M. Mallar Chakravarty, D. Louis Collins, W. Robert J. Funnell, 2007 .

Unsupervised domain adaptation for the automated segmentation of neuroanatomy in MRI: a deep learning approach

D. Louis Collins, Vladimir Fonov, Philip Novosad, 2019, bioRxiv.

PAM50: Unbiased multimodal template of the brainstem and spinal cord aligned with the ICBM152 space

Julien Cohen-Adad, D. Louis Collins, Vladimir Fonov, 2018, NeuroImage.

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]

D. Louis Collins, Vladimir Fonov, Douglas L. Arnold, 2010, NeuroImage.

Human Brain Myelination from Birth to 4.5 Years

D. Louis Collins, Vladimir Fonov, G. Bruce Pike, 2008, MICCAI.

Model-based 3-D segmentation of multiple sclerosis lesions in dual-echo MRI data

D. Louis Collins, Alan C. Evans, Rajjan Shinghal, 1992, Other Conferences.

A Statistical Parts-Based Appearance Model of Inter-subject Variability

D. Louis Collins, Matthew Toews, Tal Arbel, 2006, MICCAI.

Multivariate analysis of MRI data for Alzheimer's disease, mild cognitive impairment and healthy controls

D. Louis Collins, Alan C. Evans, Magda Tsolaki, 2011, NeuroImage.

Rotation-invariant multi-contrast non-local means for MS lesion segmentation

D. Louis Collins, Pierrick Coupé, Nicolas Guizard, 2015, NeuroImage: Clinical.

Evidence for a cerebral cortical thickness network anti-correlated with amygdalar volume in healthy youths: Implications for the neural substrates of emotion regulation

D. Louis Collins, Alan C. Evans, Kelly N. Botteron, 2013, NeuroImage.

Feature-based morphometry: Discovering group-related anatomical patterns

D. Louis Collins, William M. Wells, Matthew Toews, 2010, NeuroImage.

MARIN: an open-source mobile augmented reality interactive neuronavigation system

D. Louis Collins, Marta Kersten-Oertel, Tiberiu Popa, 2020, International Journal of Computer Assisted Radiology and Surgery.

Voxel-based analysis of the evolution of magnetization transfer ratio to quantify remyelination and demyelination with histopathological validation in a multiple sclerosis lesion

D. Louis Collins, Douglas L. Arnold, H. L. Atkins, 2007, NeuroImage.

Feature-Based Morphometry

D. Louis Collins, William M. Wells, Matthew Toews, 2009, MICCAI.

Information processing in computer-assisted interventions: 5th international conference, 2014

D. Louis Collins, Purang Abolmaesumi, Ichiro Sakuma, 2015, International Journal of Computer Assisted Radiology and Surgery.

Cortical Constraints for Non-Linear Cortical Registration

D. Louis Collins, Alan C. Evans, Christian Barillot, 1996, VBC.

CerebrA: Accurate registration and manual label correction of Mindboggle-101 atlas for MNI-ICBM152 template

D. Louis Collins, Vladimir Fonov, Mahsa Dadar, 2019, bioRxiv.

Object-based morphometry of the cerebral cortex

D. Louis Collins, Jean-Francois Mangin, Jean Régis, 2004, IEEE Transactions on Medical Imaging.

An MRI based average macaque monkey stereotaxic atlas and space (MNI monkey space)

M. Mallar Chakravarty, D. Louis Collins, Deepak N. Pandya, 2011, NeuroImage.

Ultrasound-CT registration of vertebrae without reconstruction

D. Louis Collins, Charles X. B. Yan, Donatella Tampieri, 2012, International Journal of Computer Assisted Radiology and Surgery.

Gradient distortions in MRI: Characterizing and correcting for their effects on SIENA-generated measures of brain volume change

D. Louis Collins, Vladimir Fonov, Douglas L. Arnold, 2010, NeuroImage.

An Optimized PatchMatch for multi-scale and multi-feature label fusion

D. Louis Collins, Pierrick Coupé, Nicolas Papadakis, 2016, NeuroImage.

3D Moment Invariant Based Morphometry

D. Louis Collins, Jean-Francois Mangin, Alan C. Evans, 2003, MICCAI.

Application of Information Technology: A Four-Dimensional Probabilistic Atlas of the Human Brain

D. Louis Collins, Paul M. Thompson, Arthur W. Toga, 2001, J. Am. Medical Informatics Assoc..

Automatic Identification of Cortical Sulci Using a 3D Probabilistic Atlas

D. Louis Collins, Alan C. Evans, Christian Barillot, 1998, MICCAI.

Adaptive Voxel, Texture and Temporal Conditional Random Fields for Detection of Gad-Enhancing Multiple Sclerosis Lesions in Brain MRI

D. Louis Collins, Hassan Rivaz, Tal Arbel, 2013, MICCAI.

Regional brain atrophy in children with multiple sclerosis

D. Louis Collins, Vladimir Fonov, Douglas L. Arnold, 2011, NeuroImage.

A multi-modal approach to computer-assisted deep brain stimulation trajectory planning

Abbas F. Sadikot, D. Louis Collins, G. Bruce Pike, 2012, International Journal of Computer Assisted Radiology and Surgery.

Hierarchical Probabilistic Gabor and MRF Segmentation of Brain Tumours in MRI Volumes

D. Louis Collins, Doina Precup, Tal Arbel, 2013, MICCAI.

Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI Using Conditional Random Fields

D. Louis Collins, Mohak Shah, Tal Arbel, 2012, IEEE Transactions on Medical Imaging.

Towards a Multi-modal Atlas for Neurosurgical Planning

M. Mallar Chakravarty, Gilles Bertrand, Abbas F. Sadikot, 2006, MICCAI.

Comparison of different methods for average anatomical templates creation: do we really gain anything from a diffeomorphic framework?

D. Louis Collins, Vladimir Fonov, D. Collins, 2018, bioRxiv.

Automatically learning cortical folding patterns

D. Louis Collins, Matthew Toews, Tal Arbel, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Non-local MRI upsampling

D. Louis Collins, Pierrick Coupé, Vladimir Fonov, 2010, Medical Image Anal..

Detection of Gad-Enhancing Lesions in Multiple Sclerosis Using Conditional Random Fields

D. Louis Collins, Mohak Shah, Tal Arbel, 2010, MICCAI.

Design and construction of a realistic digital brain phantom

D. Louis Collins, Alan C. Evans, Alex P. Zijdenbos, 1998, IEEE Transactions on Medical Imaging.

Segmentation of Cortical MS Lesions on MRI Using Automated Laminar Profile Shape Analysis

D. Louis Collins, Christine L. Tardif, G. Bruce Pike, 2010, MICCAI.

Validation of a Regression Technique for Segmentation of White Matter Hyperintensities in Alzheimer’s Disease

D. Louis Collins, Owen T. Carmichael, Pedro Rosa-Neto, 2017, IEEE Transactions on Medical Imaging.

Towards Augmented Reality Guided Craniotomy Planning in Tumour Resections

D. Louis Collins, Kevin Petrecca, Simon Drouin, 2016, MIAR.

Automatic SWI Venography Segmentation Using Conditional Random Fields

D. Louis Collins, Yiming Xiao, G. Bruce Pike, 2015, IEEE Transactions on Medical Imaging.

Twenty New Digital Brain Phantoms for Creation of Validation Image Data Bases

D. Louis Collins, Alan C. Evans, G. Bruce Pike, 2006, IEEE Transactions on Medical Imaging.

Spatio-Temporal Regularization for Longitudinal Registration to Subject-Specific 3d Template

D. Louis Collins, Nicolas Guizard, Kunio Nakamura, 2015, PloS one.

Voxel-wise T2 relaxometry of Normal Pediatric Brain Development in 326 healthy infants and toddlers

D. Louis Collins, Vladimir Fonov, G. Bruce Pike, 2018 .

Augmented Reality Visualization for Guidance in Neurovascular Surgery

D. Louis Collins, Simon Drouin, Sean Jy-Shyang Chen, 2012, MMVR.

Improving Patient Specific Neurosurgical Models with Intraoperative Ultrasound and Augmented Reality Visualizations in a Neuronavigation Environment

D. Louis Collins, Kevin Petrecca, Simon Drouin, 2015, CLIP@MICCAI.

The hippocampal-to-ventricle ratio (HVR): Presentation of a manual segmentation protocol and preliminary evidence

D. Louis Collins, Jens C. Pruessner, Sonia J. Lupien, 2019, NeuroImage.

SymBA: Diffeomorphic Registration Based on Gradient Orientation Alignment and Boundary Proximity of Sparsely Selected Voxels

D. Louis Collins, Tal Arbel, Dante De Nigris, 2014, WBIR.

Hierarchical Multimodal Image Registration Based on Adaptive Local Mutual Information

D. Louis Collins, Laurence Mercier, Rolando Del Maestro, 2010, MICCAI.

Toward real-time rigid registration of intra-operative ultrasound with preoperative CT images for lumbar spinal fusion surgery

D. Louis Collins, Simon Drouin, Charles X. B. Yan, 2019, International Journal of Computer Assisted Radiology and Surgery.

MRI Superresolution Using Self Similarity and Image

D. Louis Collins, José V. Manjón, Montserrat Robles, 2010 .

Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge

D. Louis Collins, Sébastien Ourselin, M. Jorge Cardoso, 2015, NeuroImage.

Automated Estimation of Brain Volume in Multiple Sclerosis with BICCR

Johan Montagnat, D. Louis Collins, Alan C. Evans, 2001, IPMI.

Automatic 3‐D model‐based neuroanatomical segmentation

D. Louis Collins, Alan C. Evans, Terence M. Peters, 1995 .

Anatomical and Electrophysiological Validation of an Atlas for Neurosurgical Planning

M. Mallar Chakravarty, Gilles Bertrand, Abbas F. Sadikot, 2005, MICCAI.

Predicting Clinical Variable from MRI Features: Application to MMSE in MCI

D. Louis Collins, Giovanni B. Frisoni, Simon Duchesne, 2005, MICCAI.

Cognitive load associations when utilizing auditory display within image-guided neurosurgery

D. Louis Collins, Marta Kersten-Oertel, Joseph Plazak, 2019, International Journal of Computer Assisted Radiology and Surgery.

Model-based 3-D segmentation of multiple sclerosis lesions in magnetic resonance brain images

D. Louis Collins, Alan C. Evans, Rajjan Shinghal, 1995, IEEE Trans. Medical Imaging.

Multi-site study of surgical practice in neurosurgery based on surgical process models

D. Louis Collins, Germain Forestier, Thomas Neumuth, 2013, J. Biomed. Informatics.

Optimal Gaussian Mixture Models of Tissue Intensities in Brain MRI of Patients with Multiple-Sclerosis

D. Louis Collins, Mohak Shah, Tal Arbel, 2010, MLMI.

A Realistic Test and Development Environment for Mixed Reality in Neurosurgery

D. Louis Collins, Simon Drouin, Sean Jy-Shyang Chen, 2011, AE-CAI.

Clinical experience with a stereoscopic image workstation

D. Louis Collins, C. J. Henri, Terence M. Peters, 1991, Medical Imaging.

Spatio-temporal Regularization for Longitudinal Registration to an Unbiased 3D Individual Template

D. Louis Collins, Nicolas Guizard, Vladimir Fonov, 2012, STIA.

Automatic Anatomical Structure Segmentation Predicts Conversion from MCI to AD

D. Louis Collins, Simon Duchesne, Vladimir S. Fonov, 2010, Alzheimer's & Dementia.

A new improved version of the realistic digital brain phantom

D. Louis Collins, Alan C. Evans, Bérengère Aubert-Broche, 2006, NeuroImage.

Deformable Ultrasound Registration without Reconstruction

D. Louis Collins, Tal Arbel, Rupert Brooks, 2008, MICCAI.

Robust automatic segmentation of hippocampus from multisite MRI data

D. Louis Collins, Tao Li, Douglas L. Arnold, 2009, Alzheimer's & Dementia.

Adapted MRF Segmentation of Multiple Sclerosis Lesions Using Local Contextual Information

D. Louis Collins, Doina Precup, Tal Arbel, 2011, MIUA.

An Object-Based Method for Rician Noise Estimation in MR Images

D. Louis Collins, Pierrick Coupé, José V. Manjón, 2009, MICCAI.

Automated atlas integration and interactive three-dimensional visualization tools for planning and guidance in functional neurosurgery

Abbas F. Sadikot, D. Louis Collins, Terry M. Peters, 1998, IEEE Transactions on Medical Imaging.

Geometric Flows for Segmenting Vasculature in MRI: Theory and Validation

Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi, 2004, MICCAI.

Genetic influences on thinning of the cerebral cortex during development

D. Louis Collins, Alan C. Evans, Dorret I. Boomsma, 2012, NeuroImage.

Non-Local Means Inpainting of MS Lesions in Longitudinal Image Processing

D. Louis Collins, Pierrick Coupé, Nicolas Guizard, 2015, Front. Neurosci..

D. Louis Collins, Hassan Rivaz, Zahra Karimaghaloo, 2014, Medical Image Anal..

An Anthropomorphic Polyvinyl Alcohol Triple-Modality Brain Phantom Based on Colin27

Maud Marchal, D. Louis Collins, Sean Jy-Shyang Chen, 2010, MICCAI.

Patch-based label fusion segmentation of brainstem structures with dual-contrast MRI for Parkinson’s disease

Abbas F. Sadikot, D. Louis Collins, Vladimir Fonov, 2015, International Journal of Computer Assisted Radiology and Surgery.

IBIS: an OR ready open-source platform for image-guided neurosurgery

Abbas F. Sadikot, D. Louis Collins, Kevin Petrecca, 2017, International Journal of Computer Assisted Radiology and Surgery.

Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration

Arno Klein, Brian B. Avants, D. Louis Collins, 2009, NeuroImage.

Diffusion Weighted Image Denoising Using Overcomplete Local PCA

D. Louis Collins, Pierrick Coupé, José V. Manjón, 2013, PloS one.

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

Brian B. Avants, D. Louis Collins, Hervé Delingette, 2015, IEEE Transactions on Medical Imaging.

Atlas-based clustering of sulcal patterns — Application to the left inferior frontal sulcus

D. Louis Collins, Jean-Francois Mangin, Vladimir Fonov, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Deformable registration of preoperative MR, pre-resection ultrasound, and post-resection ultrasound images of neurosurgery

D. Louis Collins, Hassan Rivaz, H. Rivaz, 2015, International Journal of Computer Assisted Radiology and Surgery.

User-friendly freehand ultrasound calibration using Lego bricks and automatic registration

D. Louis Collins, Anna Kochanowska, Simon Drouin, 2016, International Journal of Computer Assisted Radiology and Surgery.

Improving recorded volume in mesial temporal lobe by optimizing stereotactic intracranial electrode implantation planning

D. Louis Collins, Nicolas Guizard, G. Bruce Pike, 2015, International Journal of Computer Assisted Radiology and Surgery.

Fast and Robust Registration Based on Gradient Orientations: Case Study Matching Intra-operative Ultrasound to Pre-operative MRI in Neurosurgery

D. Louis Collins, Tal Arbel, Dante De Nigris, 2012, IPCAI.

Cortical Surface Analysis of Multi-contrast MR Data to Improve Detection of Cortical Pathology in Multiple Sclerosis

D. Louis Collins, Douglas L. Arnold, G. Bruce Pike, 2013, MBIA.

Symmetric Atlasing and Model Based Segmentation: An Application to the Hippocampus in Older Adults

D. Louis Collins, Jens C. Pruessner, Andrew L. Janke, 2006, MICCAI.

Predictive model of spread of Parkinson's pathology using network diffusion

D. Louis Collins, Alain Dagher, Mahsa Dadar, 2019, NeuroImage.

The EADC-ADNI harmonized protocol for hippocampal segmentation: A validation study

D. Louis Collins, Azar Zandifar, Jens C. Pruessner, 2018, NeuroImage.

Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation

D. Louis Collins, Pierrick Coupé, Jens C. Pruessner, 2011, NeuroImage.

Review of automatic segmentation methods of multiple sclerosis white matter lesions on conventional magnetic resonance imaging

D. Louis Collins, Douglas L. Arnold, Simon J. Francis, 2013, Medical Image Anal..

Is It Possible to Differentiate the Impact of Pediatric Monophasic Demyelinating Disorders and Multiple Sclerosis After a First Episode of Demyelination?

D. Louis Collins, Vladimir Fonov, Douglas L. Arnold, 2014, STIA.

Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images

Benjamin Thyreau, D. Louis Collins, Aaron Carass, 2018, NeuroImage.

PAM50: Multimodal template of the brainstem and spinal cord compatible with the ICBM152 space

D. Louis Collins, Virginie Callot, Benjamin De Leener, 2017 .

Probabilistic Multiple Sclerosis Lesion Classification Based on Modeling Regional Intensity Variability and Local Neighborhood Information

D. Louis Collins, Tal Arbel, Douglas L. Arnold, 2015, IEEE Transactions on Biomedical Engineering.

Towards Accurate, Automatic Segmentation of the Hippocampus and Amygdala from MRI

D. Louis Collins, Jens C. Pruessner, D. Collins, 2009, MICCAI.

Assessment of Cognitive Load in the Context of Neurosurgery

D. Louis Collins, Simon Drouin, Simon Drouin, 2019, CogSci.

Towards Computer-Assisted Deep Brain Stimulation Targeting with Multiple Active Contacts

Abbas F. Sadikot, D. Louis Collins, Yiming Xiao, 2012, MICCAI.

A Prospective Evaluation of Computer-Assisted Deep Brain Stimulation Trajectory Planning

Abbas F. Sadikot, D. Louis Collins, Simon Drouin, 2012, CLIP.

Statistical Analysis of Longitudinal MRI Data: Applications for Detection of Disease Activity in MS

D. Louis Collins, Andrew L. Janke, Nicholas Ayache, 2002, MICCAI.

Automated segmentation of basal ganglia and deep brain structures in MRI of Parkinson’s disease

D. Louis Collins, Pierrick Coupé, Nicolas Guizard, 2012, International Journal of Computer Assisted Radiology and Surgery.

Volume Visualization for Neurovascular Augmented Reality Surgery

D. Louis Collins, Sean Jy-Shyang Chen, Simon Drouin, 2013, AE-CAI.

An Evaluation of Depth Enhancing Perceptual Cues for Vascular Volume Visualization in Neurosurgery

D. Louis Collins, Sean Jy-Shyang Chen, Marta Kersten-Oertel, 2014, IEEE Transactions on Visualization and Computer Graphics.

Simultaneous Segmentation and Grading of Hippocampus for Patient Classification with Alzheimer's Disease

D. Louis Collins, Pierrick Coupé, Vladimir Fonov, 2011, MICCAI.

Development of FMRI techniques for planning in functional neurosurgery for Parkinson’s disease

M. Mallar Chakravarty, D. Louis Collins, Alan C. Evans, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Nonlocal Patch-Based Label Fusion for Hippocampus Segmentation

D. Louis Collins, Pierrick Coupé, Jens C. Pruessner, 2010, MICCAI.

A Multi-scale Geometric Flow for Segmenting Vasculature in MRI

Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi, 2004, ECCV Workshops CVAMIA and MMBIA.

Tuning and Comparing Spatial Normalization Methods

D. Louis Collins, Alan C. Evans, Sue Whitesides, 2003, MICCAI.

Towards accurate, robust and practical ultrasound-CT registration of vertebrae for image-guided spine surgery

D. Louis Collins, Charles X. B. Yan, Sean Jy-Shyang Chen, 2011, International Journal of Computer Assisted Radiology and Surgery.

Towards Automatic Collateral Circulation Score Evaluation in Ischemic Stroke Using Image Decompositions and Support Vector Machines

D. Louis Collins, Vladimir Fonov, Marta Kersten-Oertel, 2017, CMMI/RAMBO/SWITCH@MICCAI.

Realistic Simulated MRI and SPECT Databases

D. Louis Collins, Alan C. Evans, Anthonin Reilhac, 2006, MICCAI.

Nonrigid Registration of Ultrasound and MRI Using Contextual Conditioned Mutual Information

D. Louis Collins, Vladimir Fonov, Hassan Rivaz, 2014, IEEE Transactions on Medical Imaging.

Interaction-Based Registration Correction for Improved Augmented Reality Overlay in Neurosurgery

D. Louis Collins, Simon Drouin, Marta Kersten-Oertel, 2015, AE-CAI.

Three-dimensional reconstruction of serial histological mouse brain sections

M. Mallar Chakravarty, D. Louis Collins, Alan C. Evans, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Computational Models of MRI Characteristics of Focal Cortical Dysplasia Improve Lesion Detection

D. Louis Collins, Neda Bernasconi, Robert E. Kearney, 2002, NeuroImage.

Deep learning of quality control for stereotaxic registration of human brain MRI

D. Louis Collins, Vladimir Fonov, Mahsa Dadar, 2018, bioRxiv.

Animal: Validation and Applications of Nonlinear Registration-Based Segmentation

D. Louis Collins, Alan C. Evans, D. Collins, 1997, Int. J. Pattern Recognit. Artif. Intell..

A geometric flow for segmenting vasculature in proton-density weighted MRI

Maxime Descoteaux, D. Louis Collins, Kaleem Siddiqi, 2008, Medical Image Anal..

MR-based neurological disease classification methodology: Application to lateralization of seizure focus in temporal lobe epilepsy

D. Louis Collins, Neda Bernasconi, Andrea Bernasconi, 2006, NeuroImage.

Development of cortical shape in the human brain from 6 to 24months of age via a novel measure of shape complexity

Guido Gerig, D. Louis Collins, Robert T. Schultz, 2016, NeuroImage.

Temporal Lobe Epilepsy Lateralization Based on MR Image Intensity and Registration Features

D. Louis Collins, Neda Bernasconi, Andrew L. Janke, 2003, MICCAI.

Atlas-Based Segmentation of the Subthalamic Nucleus, Red Nucleus, and Substantia Nigra for Deep Brain Stimulation by Incorporating Multiple MRI Contrasts

M. Mallar Chakravarty, Abbas F. Sadikot, D. Louis Collins, 2012, IPCAI.

Accurate and robust segmentation of neuroanatomy in T1‐weighted MRI by combining spatial priors with deep convolutional neural networks

D. Louis Collins, Vladimir Fonov, Philip Novosad, 2019, Human brain mapping.

Retrospective evaluation of intersubject brain registration

D. Louis Collins, Isabelle Corouge, Nicholas Ayache, 2003, IEEE Transactions on Medical Imaging.

Brain volume loss in individuals over time: Source of variance and limits of detectability

D. Louis Collins, Vladimir Fonov, Kunio Nakamura, 2020, NeuroImage.

Simulation of Ultrasound Images for Validation of MR to Ultrasound Registration in Neurosurgery

D. Louis Collins, Hassan Rivaz, 2014, AE-CAI.

An analysis of tracking error in image-guided neurosurgery

D. Louis Collins, Ian Gerard, 2014, International Journal of Computer Assisted Radiology and Surgery.

Local magnetization transfer ratio signal inhomogeneity is related to subsequent change in MTR in lesions and normal-appearing white-matter of multiple sclerosis patients

D. Louis Collins, Douglas L. Arnold, H. L. Atkins, 2005, NeuroImage.

Design, construction, and validation of an MRI-compatible vibrotactile stimulator intended for clinical use

M. Mallar Chakravarty, D. Louis Collins, Pedro Rosa-Neto, 2009, Journal of Neuroscience Methods.

On the classification of temporal lobe epilepsy using MR image appearance

D. Louis Collins, Neda Bernasconi, Andrea Bernasconi, 2002, Object recognition supported by user interaction for service robots.

ANIMAL+INSECT: Improved Cortical Structure Segmentation

D. Louis Collins, Alan C. Evans, Alex P. Zijdenbos, 1999, IPMI.

Spine and Individual Vertebrae Segmentation in Computed Tomography Images Using Geometric Flows and Shape Priors

D. Louis Collins, Kaleem Siddiqi, Pulkit Khandelwal, 2021, Frontiers in Computer Science.

Hippocampal shape analysis using medial surfaces

D. Louis Collins, Jens C. Pruessner, Kaleem Siddiqi, 2005, NeuroImage.

Automatic 3D estimation of gross morphometric variability in human brain

D. Louis Collins, Alan C. Evans, D. Collins, 1996, NeuroImage.

Towards a Computed Collateral Circulation Score in Ischemic Stroke

D. Louis Collins, Vladimir Fonov, Marta Kersten-Oertel, 2020, 2001.07169.

Structural plasticity of the social brain: Differential change after socio-affective and cognitive mental training

Boris C. Bernhardt, D. Louis Collins, Nicolas Guizard, 2017, Science Advances.

Maximum a Posteriori Local Histogram Estimation for Image Registration

D. Louis Collins, Matthew Toews, Tal Arbel, 2005, MICCAI.

MNI monkey space

D. Louis Collins, Deepak N. Pandya, Michael Petrides, 2009, Neuroscience Research.

Accurate, noninvasive diagnosis of human brain tumors by using proton magnetic resonance spectroscopy

D. Louis Collins, Douglas L. Arnold, Zografos Caramanos, 1996, Nature Medicine.

High‐frequency oscillations, extent of surgical resection, and surgical outcome in drug‐resistant focal epilepsy

D. Louis Collins, Jean Gotman, François Dubeau, 2013, Epilepsia.

The EADC-ADNI Harmonized Protocol for manual hippocampal segmentation on magnetic resonance: Evidence of validity

D. Louis Collins, Liana G. Apostolova, Paul M. Thompson, 2015, Alzheimer's & Dementia.

Training labels for hippocampal segmentation based on the EADC-ADNI harmonized hippocampal protocol

D. Louis Collins, Clifford R. Jack, Marina Boccardi, 2015, Alzheimer's & Dementia.

A quantitative comparison between two manual hippocampal segmentation protocols

D. Louis Collins, Azar Zandifar, Pierrick Coupé, 2015, Alzheimer's & Dementia.

Three-dimensional correlative imaging: applica-tions in human brain mapping

D. Louis Collins, Micheline Kamber, Alan Evans, 2000 .

Accurate age classification of 6 and 12 month-old infants based on resting-state functional connectivity magnetic resonance imaging data

Guido Gerig, D. Louis Collins, Robert T. Schultz, 2015, Developmental Cognitive Neuroscience.

Structural Brain Alterations Associated with Rapid Eye Movement Sleep Behavior Disorder in Parkinson’s Disease

D. Louis Collins, Mahsa Dadar, Barbara E. Jones, 2016, Scientific Reports.

Creation of an Open Science Dataset from PREVENT-AD, a Longitudinal Cohort Study of Pre-symptomatic Alzheimer’s Disease

M. Mallar Chakravarty, D. Louis Collins, Alan C. Evans, 2020, bioRxiv.

Cortical and subcortical T1 white/gray contrast, chronological age, and cognitive performance

D. Louis Collins, Alan C. Evans, Vladimir Fonov, 2019, NeuroImage.

Predicting MCI progression to AD via automated analysis of T1-weighted MR image intensity

D. Louis Collins, Simon Duchesne, Howard Chertkow, 2005, Alzheimer's & Dementia.

Multicontrast multiecho FLASH MRI for targeting the subthalamic nucleus.

D. Louis Collins, Yiming Xiao, G. Bruce Pike, 2012, Magnetic resonance imaging.

Quantitative Magnetic Resonance Imaging of Cortical Multiple Sclerosis Pathology

D. Louis Collins, Christine L. Tardif, G. Bruce Pike, 2012, Multiple sclerosis international.

Morphometric Changes of the Corpus Callosum in Congenital Blindness

D. Louis Collins, Emiliano Ricciardi, Pietro Pietrini, 2014, PloS one.

Use of Registration for Cohort Studies

D. Louis Collins, Alex P. Zijdenbos, Tomáš Paus, 2001 .

The Emergence of Network Inefficiencies in Infants With Autism Spectrum Disorder

Guido Gerig, D. Louis Collins, Robert T. Schultz, 2017, Biological Psychiatry.

Association of Brain Structure Changes and Cognitive Function With Combination Antiretroviral Therapy in HIV-Positive Individuals

D. Louis Collins, Lesley K. Fellows, Ryan Sanford, 2018, JAMA neurology.

Detecting Alzheimer’s disease by morphological MRI using hippocampal grading and cortical thickness

D. Louis Collins, Pierrick Coupé, Vladimir Fonov, 2014, MICCAI 2014.

Successful AD and MCI differentiation from normal aging via automated analysis of MR image features

D. Louis Collins, Jens C. Pruessner, Stefan Teipel, 2005, Alzheimer's & Dementia.

Augmented Reality Visualization for Guidance in Neurovascular Surgery

D. Louis Collins, Simon Drouin, Marta Kersten-Oertel, 2012, MMVR.