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Kuldeep Kumar
Kuldeep Kumar
Postdoctoral Fellow at CHU Sainte-Justine Research Centre, University of Montreal
Verified email at umontreal.ca - Homepage
Title
Cited by
Cited by
Year
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
322017
Multi-modal brain fingerprinting: a manifold approximation based framework
K Kumar, M Toews, L Chauvin, O Colliot, C Desrosiers
NeuroImage 183, 212-226, 2018
252018
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
182020
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
142019
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), 1-16, 2021
102021
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
92022
White matter fiber analysis using kernel dictionary learning and sparsity priors
K Kumar, K Siddiqi, C Desrosiers
Pattern Recognition 95, 83-95, 2019
82019
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), 1-10, 2021
72021
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
International Workshop on Machine Learning in Medical Imaging, 144-152, 2015
62015
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
52021
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
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
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
52016
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
42021
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
Data driven methods for characterizing individual differences in brain MRI
K Kumar
Ecole de Technologie Superieure, University du Quebec, 2018
22018
Diffusion Orientation Histograms (DOH) for Diffusion Weighted Image Analysis
L Chauvin, K Kumar, C Desrosiers, J De Guise, M Toews
Workshop on Computational Diffusion MRI, MICCAI 2017, 2017
22017
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Articles 1–20