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 | 52 | 2017 |
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 | 48 | 2020 |
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 | 40 | 2022 |
Multi-modal brain fingerprinting: a manifold approximation based framework K Kumar, M Toews, L Chauvin, O Colliot, C Desrosiers NeuroImage 183, 212-226, 2018 | 37 | 2018 |
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 | 27 | 2021 |
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 | 27 | 2021 |
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 | 25 | 2021 |
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 | 20 | 2019 |
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 | 19 | 2021 |
Brain functional connectivity mirrors genetic pleiotropy in psychiatric conditions CA Moreau, K Kumar, A Harvey, G Huguet, SGW Urchs, LM Schultz, ... Brain 146 (4), 1686-1696, 2023 | 10 | 2023 |
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 | 10 | 2023 |
Rare CNVs and phenome-wide profiling highlight brain structural divergence and phenotypical convergence J Kopal, K Kumar, K Saltoun, C Modenato, CA Moreau, S Martin-Brevet, ... Nature human behaviour 7 (6), 1001-1017, 2023 | 9* | 2023 |
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 | 9 | 2016 |
White matter fiber analysis using kernel dictionary learning and sparsity priors K Kumar, K Siddiqi, C Desrosiers Pattern Recognition 95, 83-95, 2019 | 8 | 2019 |
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 | 8 | 2016 |
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 | 7 | 2020 |
Subcortical brain alterations in carriers of genomic copy number variants K Kumar, C Modenato, C Moreau, CRK Ching, A Harvey, S Martin-Brevet, ... American Journal of Psychiatry 180 (9), 685-698, 2023 | 6 | 2023 |
The general impact of haploinsufficiency on brain connectivity underlies the pleiotropic effect of neuropsychiatric CNVs C Moreau, G Huguet, S Urchs, K Kumar, E Douard, H Sharmarke, ... Biological Psychiatry 89 (9), S40, 2021 | 6 | 2021 |
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 | 6 | 2015 |
Impact of copy number variants and polygenic risk scores on psychopathology in the UK Biobank J Mollon, LM Schultz, G Huguet, EEM Knowles, SR Mathias, A Rodrigue, ... Biological Psychiatry 94 (7), 591-600, 2023 | 5 | 2023 |