D. Louis Collins

ORCID

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 50

Top Venues

NeuroImage

Int. J. Comput. Assist. Radiol. Surg.

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Mohammadreza Eskandari, Houssem-Eddine Gueziri, D. Louis Collins
Hessian-Based Similarity Metric for Multimodal Medical Image Registration. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Vladimir S. Fonov, Mahsa Dadar, D. Louis Collins
DARQ: Deep learning of quality control for stereotaxic registration of human brain MRI to the T1w MNI-ICBM 152 template. NeuroImage 257 (2022)
Joshua Bierbrier, Houssem-Eddine Gueziri, D. Louis Collins
Estimating medical image registration error and confidence: A taxonomy and scoping review. Medical Image Anal. 81 (2022)
Etienne St-Onge, Eleftherios Garyfallidis, D. Louis Collins
Fast Streamline Search: An Exact Technique for Diffusion MRI Tractography. Neuroinformatics 20 (4) (2022)
Etienne St-Onge, Eleftherios Garyfallidis, D. Louis Collins
Fast Tractography Streamline Search. CDMRI@MICCAI (2021)
Pulkit Khandelwal, D. Louis Collins, Kaleem Siddiqi
Spine and Individual Vertebrae Segmentation in Computed Tomography Images Using Geometric Flows and Shape Priors. Frontiers Comput. Sci. 3 (2021)
Étienne Léger, Houssem-Eddine Gueziri, D. Louis Collins, Tiberiu Popa, Marta Kersten-Oertel
Evaluation of Low-Cost Hardware Alternatives for 3D Freehand Ultrasound Reconstruction in Image-Guided Neurosurgery. ASMUS@MICCAI (2021)
Vladimir S. Fonov, Pedro Rosa-Neto, D. Louis Collins
3D MRI Brain Tumour Segmentation with Autoencoder Regularization and Hausdorff Distance Loss Function. BrainLes@MICCAI (1) (2021)
Andréanne Michaud, Mahsa Dadar, Mélissa Pelletier, Yashar Zeighami, Isabel Garcia-Garcia, Sylvain Iceta, Yvonne Yau, Mélanie Nadeau, Simon Marceau, Laurent Biertho, André Tchernof, D. Louis Collins, Denis Richard, Alain Dagher
Neuroanatomical changes in white and grey matter after sleeve gastrectomy. NeuroImage 213 (2020)
Simon Drouin, Daniel Di Giovanni, Marta Kersten-Oertel, D. Louis Collins
Interaction Driven Enhancement of Depth Perception in Angiographic Volumes. IEEE Trans. Vis. Comput. Graph. 26 (6) (2020)
Sridar Narayanan, Kunio Nakamura, Vladimir S. Fonov, Josefina Maranzano, Zografos Caramanos, Paul S. Giacomini, D. Louis Collins, Douglas L. Arnold
Brain volume loss in individuals over time: Source of variance and limits of detectability. NeuroImage 214 (2020)
Arnaud Brignol, Houssem-Eddine Gueziri, Farida Cheriet, D. Louis Collins, Catherine Laporte
Automatic extraction of vertebral landmarks from ultrasound images: A pilot study. Comput. Biol. Medicine 122 (2020)
Josefina Maranzano, Mahsa Dadar, Maryna Zhernovaia, Douglas L. Arnold, D. Louis Collins, Sridar Narayanan
Automated separation of diffusely abnormal white matter from focal white matter lesions on MRI in multiple sclerosis. NeuroImage 213 (2020)
Étienne Léger, Jonatan Reyes, Simon Drouin, Tiberiu Popa, Jeffery A. Hall, D. Louis Collins, Marta Kersten-Oertel
MARIN: an open-source mobile augmented reality interactive neuronavigation system. Int. J. Comput. Assist. Radiol. Surg. 15 (6) (2020)
Houssem-Eddine Gueziri, Carlo Santaguida, D. Louis Collins
The state-of-the-art in ultrasound-guided spine interventions. Medical Image Anal. 65 (2020)
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser, Rutger Heinen, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. CoRR (2019)
Yashar Zeighami, Seyed-Mohammad Fereshtehnejad, Mahsa Dadar, D. Louis Collins, Ronald B. Postuma, Bratislav Misic, Alain Dagher
A clinical-anatomical signature of Parkinson's disease identified with partial least squares and magnetic resonance imaging. NeuroImage 190 (2019)
Sumana Basu, Konrad Wagstyl, Azar Zandifar, D. Louis Collins, Adriana Romero, Doina Precup
Early Prediction of Alzheimer's Disease Progression Using Variational Autoencoders. MICCAI (4) (2019)
Joseph Plazak, Daniel A. DiGiovanni, D. Louis Collins, Marta Kersten-Oertel
Cognitive load associations when utilizing auditory display within image-guided neurosurgery. Int. J. Comput. Assist. Radiol. Surg. 14 (8) (2019)
Houssem-Eddine Gueziri, Simon Drouin, Charles X. B. Yan, D. Louis Collins
Toward real-time rigid registration of intra-operative ultrasound with preoperative CT images for lumbar spinal fusion surgery. Int. J. Comput. Assist. Radiol. Surg. 14 (11) (2019)
Sneha Pandya, Yashar Zeighami, Benjamin Freeze, Mahsa Dadar, D. Louis Collins, Alain Dagher, Ashish Raj
Predictive model of spread of Parkinson's pathology using network diffusion. NeuroImage 192 (2019)
Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, José V. Manjón, D. Louis Collins, Pierrick Coupé, Alzheimer's Disease Neuroimaging Initiative
An Optimized PatchMatch for Multi-scale and Multi-feature Label Fusion. CoRR (2019)
Dorothee Schoemaker, Claudia Buss, Sandra Pietrantonio, Larah Maunder, Silka Dawn Freiesleben, Johanna Hartmann, D. Louis Collins, Sonia J. Lupien, Jens C. Pruessner
The hippocampal-to-ventricle ratio (HVR): Presentation of a manual segmentation protocol and preliminary evidence. NeuroImage 203 (2019)
Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. IEEE Trans. Medical Imaging 38 (11) (2019)
John D. Lewis, Vladimir S. Fonov, D. Louis Collins, Alan C. Evans, Jussi Tohka
Cortical and subcortical T1 white/gray contrast, chronological age, and cognitive performance. NeuroImage 196 (2019)
Daniel Di Giovanni, Simon Drouin, Marta Kersten-Oertel, D. Louis Collins
Assessment of Cognitive Load in the Context of Neurosurgery. CogSci (2019)
Benjamin De Leener, Vladimir S. Fonov, D. Louis Collins, Virginie Callot, Nikola Stikov, Julien Cohen-Adad
PAM50: Unbiased multimodal template of the brainstem and spinal cord aligned with the ICBM152 space. NeuroImage 165 (2018)
Yiming Xiao, Simon Drouin, Ian J. Gerard, Vladimir S. Fonov, Bérengère Aubert-Broche, Yuhan Ma, Marta Kersten-Oertel, Donatella Tampieri, D. Louis Collins
An augmented-reality system prototype for guiding transcranial Doppler ultrasound examination. Multim. Tools Appl. 77 (21) (2018)
Mahsa Dadar, Vladimir S. Fonov, D. Louis Collins, Alzheimer's Disease Neuroimaging Initiative
A comparison of publicly available linear MRI stereotaxic registration techniques. NeuroImage 174 (2018)
Azar Zandifar, Vladimir S. Fonov, Jens C. Pruessner, D. Louis Collins, Alzheimer's Disease Neuroimaging Initiative
The EADC-ADNI harmonized protocol for hippocampal segmentation: A validation study. NeuroImage 181 (2018)
Houssemeddine Guedri, D. Louis Collins
Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery. CSI@MICCAI (2018)
Mahmoud Mostapha, Mark D. Shen, Sun Hyung Kim, Meghan R. Swanson, D. Louis Collins, Vladimir S. Fonov, Guido Gerig, Joseph Piven, Martin A. Styner
A novel framework for the local extraction of extra-axial cerebrospinal fluid from MR brain images. Medical Imaging: Image Processing (2018)
Siobhan Ewert, Philip Plettig, Ningfei Li, M. Mallar Chakravarty, D. Louis Collins, Todd M. Herrington, Andrea A. Kühn, Andreas Horn
Toward defining deep brain stimulation targets in MNI space: A subcortical atlas based on multimodal MRI, histology and structural connectivity. NeuroImage 170 (2018)
Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne
Guest editorial for the IJCARS special issue on MICCAI 2017. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne
Special Issue on MICCAI 2017. Medical Image Anal. 48 (2018)
Aaron Carass, Jennifer L. Cuzzocreo, Shuo Han, Carlos R. Hernandez-Castillo, Paul E. Rasser, Melanie Ganz, Vincent Beliveau, Jose Dolz, Ismail Ben Ayed, Christian Desrosiers, Benjamin Thyreau, José E. Romero, Pierrick Coupé, José V. Manjón, Vladimir S. Fonov, D. Louis Collins, Sarah H. Ying, Chiadi U. Onyike, Jerry L. Prince
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images. NeuroImage 183 (2018)
Ian J. Gerard, Marta Kersten-Oertel, Kevin Petrecca, Denis Sirhan, Jeffery A. Hall, D. Louis Collins
Brain shift in neuronavigation of brain tumors: A review. Medical Image Anal. 35 (2017)
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)
Simon Drouin, Anna Kochanowska, Marta Kersten-Oertel, Ian J. Gerard, Rina Zelmann, Dante De Nigris, Silvain Bériault, Tal Arbel, Denis Sirhan, Abbas F. Sadikot, Jeffery A. Hall, David S. Sinclair, Kevin Petrecca, Rolando F. DelMaestro, D. Louis Collins
IBIS: an OR ready open-source platform for image-guided neurosurgery. Int. J. Comput. Assist. Radiol. Surg. 12 (3) (2017)
Azar Zandifar, Vladimir S. Fonov, Pierrick Coupé, Jens C. Pruessner, D. Louis Collins
A comparison of accurate automatic hippocampal segmentation methods. NeuroImage 155 (2017)
Benjamin De Leener, Simon Lévy, Sara M. Dupont, Vladimir S. Fonov, Nikola Stikov, D. Louis Collins, Virginie Callot, Julien Cohen-Adad
SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data. NeuroImage 145 (2017)
Yiming Xiao, Ali Alamer, Vladimir S. Fonov, Benjamin W. Y. Lo, Donatella Tampieri, D. Louis Collins, Hassan Rivaz, Marta Kersten-Oertel
Towards Automatic Collateral Circulation Score Evaluation in Ischemic Stroke Using Image Decompositions and Support Vector Machines. CMMI/RAMBO/SWITCH@MICCAI (2017)
Yiming Xiao, Charles X. B. Yan, Simon Drouin, Dante De Nigris, Anna Kochanowska, D. Louis Collins
User-friendly freehand ultrasound calibration using Lego bricks and automatic registration. Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Marta Kersten-Oertel, Ian J. Gerard, Simon Drouin, Kevin Petrecca, Jeffery A. Hall, D. Louis Collins
Towards Augmented Reality Guided Craniotomy Planning in Tumour Resections. MIAR (2016)
Samir Das, Tristan Glatard, Christine Rogers, John Saigle, Santiago Paiva, Leigh C. MacIntyre, Mouna Safi-Harb, Marc-Etienne Rousseau, Jordan Stirling, Najmeh Khalili-Mahani, Dave MacFarlane, Penelope Kostopoulos, Pierre Rioux, Cecile Madjar, Xavier Lecours-Boucher, Sandeep Vanamala, Reza Adalat, Zia Mohaddes, Vladimir S. Fonov, Sylvain Milot, Ilana Leppert, Clotilde Degroot, Thomas M. Durcan, Tara Campbell, Jeremy T. Moreau, Alain Dagher, D. Louis Collins, Jason Karamchandani, Amit Bar-Or, Edward A. Fon, Rick Hoge, Sylvain Baillet, Guy Rouleau, Alan C. Evans
Cyberinfrastructure for Open Science at the Montreal Neurological Institute. Frontiers Neuroinformatics 10 (2016)
Robert D. Vincent, Peter Neelin, Najmeh Khalili-Mahani, Andrew L. Janke, Vladimir S. Fonov, Steven M. Robbins, Leila Baghdadi, Jason P. Lerch, John G. Sled, Reza Adalat, David MacDonald, Alex P. Zijdenbos, D. Louis Collins, Alan C. Evans
MINC 2.0: A Flexible Format for Multi-Modal Images. Frontiers Neuroinformatics 10 (2016)
Ian J. Gerard, C. Couturier, Marta Kersten-Oertel, Simon Drouin, Dante De Nigris, Jeffery A. Hall, Kelvin Mok, Kevin Petrecca, Tal Arbel, D. Louis Collins
Towards a Second Brain Images of Tumours for Evaluation (BITE2) Database. BrainLes@MICCAI (2016)
Rémi Giraud, Vinh-Thong Ta, Nicolas Papadakis, José V. Manjón, D. Louis Collins, Pierrick Coupé
An Optimized PatchMatch for multi-scale and multi-feature label fusion. NeuroImage 124 (2016)
Sun Hyung Kim, Ilwoo Lyu, Vladimir S. Fonov, Clement Vachet, Heather Cody Hazlett, Rachel Gimpel Smith, Joseph Piven, Stephen Dager, Robert C. McKinstry, John R. Pruett Jr., Alan C. Evans, D. Louis Collins, Kelly N. Botteron, Robert T. Schultz, Guido Gerig, Martin A. Styner
Development of cortical shape in the human brain from 6 to 24 months of age via a novel measure of shape complexity. NeuroImage 135 (2016)
Rina Zelmann, Silvain Bériault, Murilo M. Marinho, Kelvin Mok, Jeffery A. Hall, Nicolas Guizard, Claire Haegelen, Andre Olivier, G. Bruce Pike, D. Louis Collins
Improving recorded volume in mesial temporal lobe by optimizing stereotactic intracranial electrode implantation planning. Int. J. Comput. Assist. Radiol. Surg. 10 (10) (2015)
Silvain Bériault, Yiming Xiao, D. Louis Collins, G. Bruce Pike
Automatic SWI Venography Segmentation Using Conditional Random Fields. IEEE Trans. Medical Imaging 34 (12) (2015)
Bjoern H. Menze, András Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin S. Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth R. Gerstner, Marc-André Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Herve Delingette, Çagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, José Antonio Mariz, Raphael Meier, Sérgio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael T. Ryan, Duygu Sarikaya, Lawrence H. Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno Sousa, Nagesh K. Subbanna, Gábor Székely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gözde B. Ünal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Darko Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans. Medical Imaging 34 (10) (2015)
Sun Hyung Kim, Vladimir S. Fonov, D. Louis Collins, Guido Gerig, Martin Andreas Styner
Shape index distribution based local surface complexity applied to the human cortex. Medical Imaging: Image Processing (2015)
Ian J. Gerard, D. Louis Collins
An analysis of tracking error in image-guided neurosurgery. Int. J. Comput. Assist. Radiol. Surg. 10 (10) (2015)
Yiming Xiao, Ian J. Gerard, Vladimir S. Fonov, Dante De Nigris, Catherine Therrien, Bérengère Aubert-Broche, Simon Drouin, Anna Kochanowska, Donatella Tampieri, D. Louis Collins
Atlas-Guided Transcranial Doppler Ultrasound Examination with a Neuro-Surgical Navigation System: Case Study. CLIP@MICCAI (2015)
Hassan Rivaz, D. Louis Collins
Deformable registration of preoperative MR, pre-resection ultrasound, and post-resection ultrasound images of neurosurgery. Int. J. Comput. Assist. Radiol. Surg. 10 (7) (2015)
David M. Cash, Chris Frost, Leonardo O. Iheme, Devrim Ünay, Melek Kandemir, Jurgen Fripp, Olivier Salvado, Pierrick Bourgeat, Martin Reuter, Bruce Fischl, Marco Lorenzi, Giovanni B. Frisoni, Xavier Pennec, Ronald K. Pierson, Jeffrey L. Gunter, Matthew L. Senjem, Clifford R. Jack Jr., Nicolas Guizard, Vladimir S. Fonov, D. Louis Collins, Marc Modat, M. Jorge Cardoso, Kelvin K. Leung, Hongzhi Wang, Sandhitsu R. Das, Paul A. Yushkevich, Ian B. Malone, Nick C. Fox, Jonathan M. Schott, Sébastien Ourselin
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge. NeuroImage 123 (2015)
Simon Drouin, Marta Kersten-Oertel, D. Louis Collins
Interaction-Based Registration Correction for Improved Augmented Reality Overlay in Neurosurgery. AE-CAI (2015)
Yiming Xiao, Vladimir S. Fonov, Silvain Bériault, Fahd Al Subaie, M. Mallar Chakravarty, Abbas F. Sadikot, G. Bruce Pike, D. Louis Collins
Multi-contrast unbiased MRI atlas of a Parkinson's disease population. Int. J. Comput. Assist. Radiol. Surg. 10 (3) (2015)
Kunio Nakamura, Robert A. Brown, Sridar Narayanan, D. Louis Collins, Douglas L. Arnold
Diurnal fluctuations in brain volume: Statistical analyses of MRI from large populations. NeuroImage 118 (2015)
Yiming Xiao, Vladimir S. Fonov, Silvain Bériault, Ian Gerard, Abbas F. Sadikot, G. Bruce Pike, D. Louis Collins
Patch-based label fusion segmentation of brainstem structures with dual-contrast MRI for Parkinson's disease. Int. J. Comput. Assist. Radiol. Surg. 10 (7) (2015)
Marta Kersten-Oertel, Ian Gerard, Simon Drouin, Kelvin Mok, Denis Sirhan, David S. Sinclair, D. Louis Collins
Augmented reality in neurovascular surgery: feasibility and first uses in the operating room. Int. J. Comput. Assist. Radiol. Surg. 10 (11) (2015)
Hassan Rivaz, Sean Jy-Shyang Chen, D. Louis Collins
Automatic Deformable MR-Ultrasound Registration for Image-Guided Neurosurgery. IEEE Trans. Medical Imaging 34 (2) (2015)
Danail Stoyanov, D. Louis Collins, Ichiro Sakuma, Purang Abolmaesumi, Pierre Jannin
Information processing in computer-assisted interventions: 5th international conference, 2014. Int. J. Comput. Assist. Radiol. Surg. 10 (9) (2015)
Zahra Karimaghaloo, Hassan Rivaz, Douglas L. Arnold, D. Louis Collins, Tal Arbel
Temporal Hierarchical Adaptive Texture CRF for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI. IEEE Trans. Medical Imaging 34 (6) (2015)
Rola Harmouche, Nagesh K. Subbanna, D. Louis Collins, Douglas L. Arnold, Tal Arbel
Probabilistic Multiple Sclerosis Lesion Classification Based on Modeling Regional Intensity Variability and Local Neighborhood Information. IEEE Trans. Biomed. Eng. 62 (5) (2015)
Ian J. Gerard, Marta Kersten-Oertel, Simon Drouin, Jeffery A. Hall, Kevin Petrecca, Dante De Nigris, Tal Arbel, D. Louis Collins
Improving Patient Specific Neurosurgical Models with Intraoperative Ultrasound and Augmented Reality Visualizations in a Neuronavigation Environment. CLIP@MICCAI (2015)
Marta Kersten-Oertel, Ian J. Gerard, Simon Drouin, Kelvin Mok, Denis Sirhan, David S. Sinclair, D. Louis Collins
Augmented Reality for Specific Neurovascular Surgical Tasks. AE-CAI (2015)
Hassan Rivaz, Zahra Karimaghaloo, D. Louis Collins
Self-similarity weighted mutual information: A new nonrigid image registration metric. Medical Image Anal. 18 (2) (2014)
José V. Manjón, Simon F. Eskildsen, Pierrick Coupé, José E. Romero, D. Louis Collins, Montserrat Robles
Nonlocal Intracranial Cavity Extraction. Int. J. Biomed. Imaging 2014 (2014)
Mawulawoé Komlagan, Vinh-Thong Ta, Xingyu Pan, Jean-Philippe Domenger, D. Louis Collins, Pierrick Coupé
Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer's Disease. MLMI (2014)
Bérengère Aubert-Broche, Vladimir S. Fonov, Katrin Weier, Sridar Narayanan, Douglas L. Arnold, Brenda Banwell, D. Louis Collins
Is It Possible to Differentiate the Impact of Pediatric Monophasic Demyelinating Disorders and Multiple Sclerosis After a First Episode of Demyelination? STIA (2014)
Hassan Rivaz, D. Louis Collins
Simulation of Ultrasound Images for Validation of MR to Ultrasound Registration in Neurosurgery. AE-CAI (2014)
Marta Kersten-Oertel, Ian Gerard, Simon Drouin, Kelvin Mok, Denis Sirhan, David S. Sinclair, D. Louis Collins
Augmented Reality in Neurovascular Surgery: First Experiences. AE-CAI (2014)
Vinh-Thong Ta, Rémi Giraud, D. Louis Collins, Pierrick Coupé
Optimized PatchMatch for Near Real Time and Accurate Label Fusion. MICCAI (3) (2014)
Colm Elliott, Douglas L. Arnold, D. Louis Collins, Tal Arbel
A Generative Model for Automatic Detection of Resolving Multiple Sclerosis Lesions. BAMBI (2014)
Marta Kersten-Oertel, Sean Jy-Shyang Chen, D. Louis Collins
An Evaluation of Depth Enhancing Perceptual Cues for Vascular Volume Visualization in Neurosurgery. IEEE Trans. Vis. Comput. Graph. 20 (3) (2014)
Vladimir S. Fonov, Arnaud Le Troter, Manuel Taso, Benjamin De Leener, G. Lévêque, M. Benhamou, Michaël Sdika, Habib Benali, Pierre-Franois Pradat, D. Louis Collins, Virginie Callot, Julien Cohen-Adad
Framework for integrated MRI average of the spinal cord white and gray matter: The MNI-Poly-AMU template. NeuroImage 102 (2014)
Dante De Nigris, D. Louis Collins, Tal Arbel
SymBA: Diffeomorphic Registration Based on Gradient Orientation Alignment and Boundary Proximity of Sparsely Selected Voxels. WBIR (2014)
Hassan Rivaz, Zahra Karimaghaloo, Vladimir S. Fonov, D. Louis Collins
Nonrigid Registration of Ultrasound and MRI Using Contextual Conditioned Mutual Information. IEEE Trans. Medical Imaging 33 (3) (2014)
Colm Elliott, Douglas L. Arnold, D. Louis Collins, Tal Arbel
Temporally Consistent Probabilistic Detection of New Multiple Sclerosis Lesions in Brain MRI. IEEE Trans. Medical Imaging 32 (8) (2013)
Shiyan Hu, Jens C. Pruessner, Pierrick Coupé, D. Louis Collins
Volumetric analysis of medial temporal lobe structures in brain development from childhood to adolescence. NeuroImage 74 (2013)
Marta Kersten-Oertel, Pierre Jannin, D. Louis Collins
The state of the art of visualization in mixed reality image guided surgery. Comput. Medical Imaging Graph. 37 (2) (2013)
Zahra Karimaghaloo, Hassan Rivaz, Douglas L. Arnold, D. Louis Collins, Tal Arbel
Adaptive Voxel, Texture and Temporal Conditional Random Fields for Detection of Gad-Enhancing Multiple Sclerosis Lesions in Brain MRI. MICCAI (3) (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 Anal. 17 (1) (2013)
Nagesh K. Subbanna, Doina Precup, D. Louis Collins, Tal Arbel
Hierarchical Probabilistic Gabor and MRF Segmentation of Brain Tumours in MRI Volumes. MICCAI (1) (2013)
Claire Haegelen, Pierrick Coupé, Vladimir S. 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. Comput. Assist. Radiol. Surg. 8 (1) (2013)
Simon F. Eskildsen, Pierrick Coupé, Daniel García-Lorenzo, Vladimir S. 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 (2013)
Marika Archambault-Wallenburg, Douglas L. Arnold, Sridar Narayanan, G. Bruce Pike, D. Louis Collins
Cortical Surface Analysis of Multi-contrast MR Data to Improve Detection of Cortical Pathology in Multiple Sclerosis. MBIA (2013)
Dante De Nigris, D. Louis Collins, Tal Arbel
Fast rigid registration of pre-operative magnetic resonance images to intra-operative ultrasound for neurosurgery based on high confidence gradient orientations. Int. J. Comput. Assist. Radiol. Surg. 8 (4) (2013)
Marta Kersten-Oertel, Simon Drouin, Sean Jy-Shyang Chen, D. Louis Collins
Volume Visualization for Neurovascular Augmented Reality Surgery. AE-CAI (2013)
Germain Forestier, Florent Lalys, Laurent Riffaud, D. Louis Collins, Jürgen Meixensberger, Shafik N. Wassef, Thomas Neumuth, Benoît Goulet, Pierre Jannin
Multi-site study of surgical practice in neurosurgery based on surgical process models. J. Biomed. Informatics 46 (5) (2013)
Silvain Bériault, Marika Archambault-Wallenburg, Abbas F. Sadikot, D. Louis Collins, G. Bruce Pike
Automatic Markov Random Field Segmentation of Susceptibility-Weighted MR Venography. CLIP (2013)
Rina Zelmann, Silvain Bériault, Kelvin Mok, Claire Haegelen, Jeffery A. Hall, G. Bruce Pike, Andre Olivier, D. Louis Collins
Automatic Optimization of Depth Electrode Trajectory Planning. CLIP (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 (2013)
Bérengère Aubert-Broche, Vladimir S. Fonov, Daniel García-Lorenzo, Abderazzak Mouiha, Nicolas Guizard, Pierrick Coupé, Simon F. Eskildsen, D. Louis Collins
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. NeuroImage 82 (2013)
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) (2012)
Charles X. B. Yan, Benoît Goulet, Donatella Tampieri, D. Louis Collins
Ultrasound-CT registration of vertebrae without reconstruction. Int. J. Comput. Assist. Radiol. Surg. 7 (6) (2012)
Silvain Bériault, Simon Drouin, Abbas F. Sadikot, Yiming Xiao, D. Louis Collins, G. Bruce Pike
A Prospective Evaluation of Computer-Assisted Deep Brain Stimulation Trajectory Planning. CLIP (2012)

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D. Louis Collins