Следене
Kuldeep Kumar
Kuldeep Kumar
Postdoctoral Fellow at CHU Sainte-Justine Research Centre, University of Montreal
Потвърден имейл адрес: umontreal.ca - Начална страница
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Позовавания
Позовавания
Година
Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis
K Kumar, C Desrosiers, K Siddiqi, O Colliot, M Toews
NeuroImage 158, 242-259, 2017
342017
Multi-modal brain fingerprinting: a manifold approximation based framework
K Kumar, M Toews, L Chauvin, O Colliot, C Desrosiers
NeuroImage 183, 212-226, 2018
292018
Mutations associated with neuropsychiatric conditions delineate functional brain connectivity dimensions contributing to autism and schizophrenia
CA Moreau, SGW Urchs, K Kuldeep, P Orban, C Schramm, G Dumas, ...
Nature communications 11 (1), 1-12, 2020
272020
1q21. 1 distal copy number variants are associated with cerebral and cognitive alterations in humans
IE Sønderby, D Van der Meer, C Moreau, T Kaufmann, GB Walters, ...
Translational psychiatry 11 (1), 182, 2021
202021
Effects of copy number variations on brain structure and risk for psychiatric illness: Large‐scale studies from the ENIGMA working groups on CNVs
IE Sønderby, CRK Ching, SI Thomopoulos, D van Der Meer, D Sun, ...
Human brain mapping 43 (1), 300-328, 2022
172022
Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives
L Chauvin, K Kumar, C Wachinger, M Vangel, J de Guise, C Desrosiers, ...
NeuroImage, 2019
152019
Effects of eight neuropsychiatric copy number variants on human brain structure
C Modenato, K Kumar, C Moreau, S Martin-Brevet, G Huguet, C Schramm, ...
Translational psychiatry 11 (1), 399, 2021
132021
Lessons learned from neuroimaging studies of copy number variants: A systematic review
C Modenato, S Martin-Brevet, CA Moreau, B Rodriguez-Herreros, ...
Biological Psychiatry 90 (9), 596-610, 2021
122021
Structural and functional brain alterations revealed by neuroimaging in CNV carriers
CA Moreau, CRK Ching, K Kumar, S Jacquemont, CE Bearden
Current opinion in genetics & development 68, 88-98, 2021
82021
White matter fiber analysis using kernel dictionary learning and sparsity priors
K Kumar, K Siddiqi, C Desrosiers
Pattern Recognition 95, 83-95, 2019
82019
A weighted total variation approach for the atlas-based reconstruction of brain MR data
M Zhang, K Kumar, C Desrosiers
2016 IEEE International Conference on Image Processing (ICIP), 4329-4333, 2016
82016
Neuropsychiatric mutations delineate functional brain connectivity dimensions contributing to autism and schizophrenia
C Moreau, S Urchs, K Kuldeep, P Orban, C Schramm, G Dumas, A Labbe, ...
bioRxiv, 862615, 2020
72020
A sparse coding approach for the efficient representation and segmentation of white matter fibers
K Kumar, C Desrosiers
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 915-919, 2016
72016
Brain fiber clustering using non-negative kernelized matching pursuit
K Kumar, C Desrosiers, K Siddiqi
Machine Learning in Medical Imaging: 6th International Workshop, MLMI 2015 …, 2015
62015
Neuropsychiatric copy number variants exert shared effects on human brain structure
C Modenato, K Kumar, C Moreau, S Martin-Brevet, G Huguet, C Schramm, ...
medRxiv, 2020.04. 15.20056531, 2020
52020
Analyzing Brain Morphology on the Bag-of-Features Manifold
L Chauvin, K Kumar, C Desrosiers, J De Guise, W Wells, M Toews
Information Processing in Medical Imaging 11492, 45-56, 2019
52019
White Matter Fiber Segmentation Using Functional Varifolds
K Kumar, P Gori, B Charlier, S Durrleman, O Colliot, C Desrosiers
Mathematical Foundations of Computational Anatomy (MFCA), MICCAI 2017 10551 …, 2017
42017
Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI
K Kumar, L Chauvin, M Toews, O Colliot, C Desrosiers
Computational Diffusion MRI, MICCAI 2017, 219-228, 2017
42017
Efficient pairwise neuroimage analysis using the soft jaccard index and 3D keypoint sets
L Chauvin, K Kumar, C Desrosiers, W Wells, M Toews
IEEE Transactions on Medical Imaging 41 (4), 836-845, 2021
32021
Genetic heterogeneity shapes brain connectivity in psychiatry
CA Moreau, A Harvey, K Kumar, G Huguet, SGW Urchs, EA Douard, ...
Biological Psychiatry 93 (1), 45-58, 2023
22023
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