User profiles for D. Louis Collins

D. Louis Collins

Professor of Biomedical Engineering and Neurology & Neurosurgery, McGill University
Verified email at mcgill.ca
Cited by 78105

The multimodal brain tumor image segmentation benchmark (BRATS)

…, N Ayache, P Buendia, DL Collins… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
In this paper we report the set-up and results of the Multimodal Brain Tumor Image
Segmentation Benchmark (BRATS) organized in conjunction with the MICCAI 2012 and 2013 …

Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space

DL Collins, P Neelin, TM Peters… - Journal of computer …, 1994 - journals.lww.com
Objective: In both diagnostic and research applications, the interpretation of MR images of
the human brain is facilitated when different data sets can be compared by visual inspection …

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

…, B Avants, MC Chiang, GE Christensen, DL Collins… - Neuroimage, 2009 - Elsevier
All fields of neuroscience that employ brain imaging need to communicate their results with
reference to anatomical regions. In particular, comparative morphometry and group analysis …

Design and construction of a realistic digital brain phantom

DL Collins, AP Zijdenbos, V Kollokian… - IEEE transactions on …, 1998 - ieeexplore.ieee.org
After conception and implementation of any new medical image processing algorithm,
validation is an important step to ensure that the procedure fulfils all requirements set forth at the …

Unbiased average age-appropriate atlases for pediatric studies

…, K Botteron, CR Almli, RC McKinstry, DL Collins… - Neuroimage, 2011 - Elsevier
Spatial normalization, registration, and segmentation techniques for Magnetic Resonance
Imaging (MRI) often use a target or template volume to facilitate processing, take advantage of …

3D statistical neuroanatomical models from 305 MRI volumes

AC Evans, DL Collins, SR Mills… - … and medical imaging …, 1993 - ieeexplore.ieee.org
Recently, there has been a rapid growth in the use of 3D multi-modal correlative imaging for
studies of the human brain. Regional cerebral blood flow (CBF) changes indicate brain …

Structural maturation of neural pathways in children and adolescents: in vivo study

T Paus, A Zijdenbos, K Worsley, DL Collins… - Science, 1999 - science.org
Structural maturation of fiber tracts in the human brain, including an increase in the diameter
and myelination of axons, may play a role in cognitive development during childhood and …

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

, … Coordinating Center Evans AC 23 Collins DL 23 Pike … - Nature, 2017 - nature.com
Brain enlargement has been observed in children with autism spectrum disorder (ASD), but
the timing of this phenomenon, and the relationship between ASD and the appearance of …

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

…, P Coupé, L Martí‐Bonmatí, DL Collins… - Journal of Magnetic …, 2010 - Wiley Online Library
Purpose: To adapt the so‐called nonlocal means filter to deal with magnetic resonance (MR)
images with spatially varying noise levels (for both Gaussian and Rician distributed noise). …

A review of calibration techniques for freehand 3-D ultrasound systems

L Mercier, T Langø, F Lindseth, DL Collins - Ultrasound in medicine & …, 2005 - Elsevier
Three-dimensional (3-D) ultrasound (US) is an emerging new technology with numerous
clinical applications. Ultrasound probe calibration is an obligatory step to build 3-D volumes …