User profiles for D.L. Collins
D. Louis CollinsProfessor 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 …
… 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
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 …
(MR) imaging carried out in healthy subjects. The review begins with a brief description …
Brain templates and atlases
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 …
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 …
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 …
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 …
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
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 …
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 …
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 …
Early brain development in infants at high risk for autism spectrum disorder
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 …