User profiles for D.L. Collins

D. Louis Collins

Professor of Biomedical Engineering and Neurology & Neurosurgery, McGill University
Verified email at mcgill.ca
Cited by 78898

The multimodal brain tumor image segmentation benchmark (BRATS)

…, N Ayache, P Buendia, DL Collins… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
… new submissions, allowing new groups to download the training and test data and submit
… Griffin, GB Pike, AC Evans, and DL Collins, “Twenty new digital brain phantoms for creation …

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

T Paus, DL Collins, AC Evans, G Leonard, B Pike… - Brain research …, 2001 - Elsevier
This review focuses on the maturation of brain white-matter, as revealed by magnetic resonance
(MR) imaging carried out in healthy subjects. The review begins with a brief description …

Brain templates and atlases

AC Evans, AL Janke, DL Collins, S Baillet - Neuroimage, 2012 - Elsevier
The core concept within the field of brain mapping is the use of a standardized, or “stereotaxic”,
3D coordinate frame for data analysis and reporting of findings from neuroimaging …

Automatic 3‐D model‐based neuroanatomical segmentation

DL Collins, CJ Holmes, TM Peters… - Human brain …, 1995 - Wiley Online Library
Explicit segmentation is required for many forms of quantitative neuroanatomic analysis.
However, manual methods are time‐consuming and subject to errors in both accuracy and …

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 …

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 …

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 …

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 …

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 …

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

…, MR Swanson, H Zhu, KN Botteron, DL Collins… - 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 …