User profiles for D. Louis Collins
D. Louis CollinsProfessor 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 …
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 …
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
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 …
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 …
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
Spatial normalization, registration, and segmentation techniques for Magnetic Resonance
Imaging (MRI) often use a target or template volume to facilitate processing, take advantage of …
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 …
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
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 …
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 …
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
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). …
images with spatially varying noise levels (for both Gaussian and Rician distributed noise). …
A review of calibration techniques for freehand 3-D ultrasound systems
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 …
clinical applications. Ultrasound probe calibration is an obligatory step to build 3-D volumes …