D. Louis Collins

Research interests

Publications

• Early brain development in infants at high risk for autism spectrum disorder

  Nature · 2017 · https://doi.org/10.1038/nature21369

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

  NeuroImage · 2017 · https://doi.org/10.1016/j.neuroimage.2017.05.015

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

  NeuroImage · 2016 · https://doi.org/10.1016/j.neuroimage.2016.10.009

• The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

  IEEE Transactions on Medical Imaging · 2014 · https://doi.org/10.1109/tmi.2014.2377694

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

  Alzheimer s & Dementia · 2014 · https://doi.org/10.1016/j.jalz.2014.05.1756

• Diffusion Weighted Image Denoising Using Overcomplete Local PCA

  PLoS ONE · 2013 · https://doi.org/10.1371/journal.pone.0073021

• Prediction of Alzheimer's disease in subjects with mild cognitive impairment from the ADNI cohort using patterns of cortical thinning

  NeuroImage · 2012 · https://doi.org/10.1016/j.neuroimage.2012.09.058

• Brain templates and atlases

  NeuroImage · 2012 · https://doi.org/10.1016/j.neuroimage.2012.01.024

• Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge

  IEEE Transactions on Medical Imaging · 2011 · https://doi.org/10.1109/tmi.2011.2158349

• BEaST: Brain extraction based on nonlocal segmentation technique

  NeuroImage · 2011 · https://doi.org/10.1016/j.neuroimage.2011.09.012

• Unbiased average age-appropriate atlases for pediatric studies

  NeuroImage · 2010 · https://doi.org/10.1016/j.neuroimage.2010.07.033

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

  NeuroImage · 2010 · https://doi.org/10.1016/j.neuroimage.2010.09.018

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

  NeuroImage · 2010 · https://doi.org/10.1016/j.neuroimage.2010.04.193

• Adaptive non‐local means denoising of MR images with spatially varying noise levels

  Journal of Magnetic Resonance Imaging · 2009 · https://doi.org/10.1002/jmri.22003

• Stress regulation in the central nervous system: evidence from structural and functional neuroimaging studies in human populations - 2008 Curt Richter Award Winner

  Psychoneuroendocrinology · 2009 · https://doi.org/10.1016/j.psyneuen.2009.02.016

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

  NeuroImage · 2009 · https://doi.org/10.1016/j.neuroimage.2008.12.037

• Automated cortical thickness measurements from MRI can accurately separate Alzheimer's patients from normal elderly controls

  Neurobiology of Aging · 2006 · https://doi.org/10.1016/j.neurobiolaging.2006.09.013

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

  Lecture notes in computer science · 2006 · https://doi.org/10.1007/11866763_8

• 3D statistical neuroanatomical models from 305 MRI volumes

  Journal · 2005 · https://doi.org/10.1109/nssmic.1993.373602

• Age and Gender Predict Volume Decline in the Anterior and Posterior Hippocampus in Early Adulthood

  Journal of Neuroscience · 2001 · https://doi.org/10.1523/jneurosci.21-01-00194.2001

• A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM)

  Philosophical Transactions of the Royal Society B Biological Sciences · 2001 · https://doi.org/10.1098/rstb.2001.0915

• Maturation of white matter in the human brain: a review of magnetic resonance studies

  Brain Research Bulletin · 2001 · https://doi.org/10.1016/s0361-9230(00)00434-2

• Structural Maturation of Neural Pathways in Children and Adolescents: In Vivo Study

  Science · 1999 · https://doi.org/10.1126/science.283.5409.1908

• Design and construction of a realistic digital brain phantom

  IEEE Transactions on Medical Imaging · 1998 · https://doi.org/10.1109/42.712135

• Enhancement of MR Images Using Registration for Signal Averaging

  Journal of Computer Assisted Tomography · 1998 · 10.1097/00004728-199803000-00032

• Incorporating Prior Knowledge into Image Registration

  NeuroImage · 1997 · https://doi.org/10.1006/nimg.1997.0299

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

  Nature Medicine · 1996 · https://doi.org/10.1038/nm0396-323

• Automatic 3‐D model‐based neuroanatomical segmentation

  Human Brain Mapping · 1995 · https://doi.org/10.1002/hbm.460030304

• Automatic 3D Intersubject Registration of MR Volumetric Data in Standardized Talairach Space

  Journal of Computer Assisted Tomography · 1994 · https://doi.org/10.1097/00004728-199403000-00005

• An MRI-Based Probabilistic Atlas of Neuroanatomy

  Springer eBooks · 1994 · https://doi.org/10.1007/978-1-4615-2546-2_48

• Anatomical mapping of functional activation in stereotactic coordinate space

  NeuroImage · 1992 · https://doi.org/10.1016/1053-8119(92)90006-9

Current projects

No projects listed.