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Vikas Singh, Ph.D. - Publications

Affiliations: 
2007 Computer Science and Engineering State University of New York, Buffalo, Buffalo, NY, United States 
Area:
Computer Science, Biomedical Engineering, Radiology
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56 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Meng Z, Mukherjee L, Wu Y, Singh V, Ravi SN. Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs. Advances in Neural Information Processing Systems. 34: 29129-29141. PMID 35387382  0.638
2020 Dinh TQ, Xiong Y, Huang Z, Vo T, Mishra A, Kim WH, Ravi S, Singh V. Performing Group Difference Testing on Graph Structured Data from GANs: Analysis and Applications in Neuroimaging. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32763848 DOI: 10.1109/Tpami.2020.3013433  0.336
2020 Fernandes AFA, Turra EM, Alvarenga ÉRd, Passafaro TL, Lopes FB, Alves GFO, Singh V, Rosa GJM. Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia Computers and Electronics in Agriculture. 170: 105274. DOI: 10.1016/J.Compag.2020.105274  0.33
2018 Zhou HH, Singh V, Johnson SC, Wahba G. Statistical tests and identifiability conditions for pooling and analyzing multisite datasets. Proceedings of the National Academy of Sciences of the United States of America. PMID 29386387 DOI: 10.1073/Pnas.1719747115  0.331
2017 Kim WH, Jalal M, Hwang S, Johnson SC, Singh V. Online Graph Completion: Multivariate Signal Recovery in Computer Vision. Proceedings. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2017: 5019-5027. PMID 29416294 DOI: 10.1109/CVPR.2017.533  0.322
2017 Gutierrez-Barragan F, Ithapu VK, Hinrichs C, Maumet C, Johnson SC, Nichols TE, Singh V. Accelerating permutation testing in voxel-wise analysis through subspace tracking: A new plugin for SnPM. Neuroimage. PMID 28720551 DOI: 10.1016/J.Neuroimage.2017.07.025  0.304
2017 Leo John RJ, Adluru N, Bendlin BB, Johnson SC, Singh V, Patel J. IMAGE ANALYSIS THROUGH CONVERSATIONS: REDUCING BARRIERS AND IMPROVING PROVENANCE TRACKING IN ALZHEIMER'S DISEASE RESEARCH Alzheimer's & Dementia. 13: P1484-P1485. DOI: 10.1016/J.Jalz.2017.07.562  0.314
2016 Wen B, Campbell KR, Tilbury K, Nadiarnykh O, Brewer MA, Patankar M, Singh V, Eliceiri KW, Campagnola PJ. 3D texture analysis for classification of second harmonic generation images of human ovarian cancer. Scientific Reports. 6: 35734. PMID 27767180 DOI: 10.1038/Srep35734  0.36
2016 Li Z, Li H, Wang C, Xu J, Singh V, Chen D, Zhang J. Sodium dodecyl sulfate/β-cyclodextrin vesicles embedded in chitosan gel for insulin delivery with pH-selective release. Acta Pharmaceutica Sinica. B. 6: 344-51. PMID 27471675 DOI: 10.1016/j.apsb.2016.03.003  0.317
2016 Ghesu FC, Krubasik E, Georgescu B, Singh V, Zheng Y, Hornegger J, Comaniciu D. Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing. Ieee Transactions On Medical Imaging. PMID 27046846 DOI: 10.1109/Tmi.2016.2538802  0.302
2015 Hwang SJ, Collins MD, Ravi SN, Ithapu VK, Adluru N, Johnson SC, Singh V. A Projection free method for Generalized Eigenvalue Problem with a nonsmooth Regularizer. Proceedings / Ieee International Conference On Computer Vision. Ieee International Conference On Computer Vision. 2015: 1841-1849. PMID 27081374 DOI: 10.1109/ICCV.2015.214  0.321
2015 Kim WH, Ravi SN, Johnson SC, Okonkwo OC, Singh V. On Statistical Analysis of Neuroimages with Imperfect Registration. Proceedings / Ieee International Conference On Computer Vision. Ieee International Conference On Computer Vision. 2015: 666-674. PMID 27042168 DOI: 10.1109/ICCV.2015.83  0.305
2015 Kim HJ, Xu J, Vemuri BC, Singh V. Manifold-valued Dirichlet Processes. Proceedings of the ... International Conference On Machine Learning. International Conference On Machine Learning. 2015: 1199-1208. PMID 26973982  0.405
2015 Ithapu VK, Singh V, Okonkwo OC, Chappell RJ, Dowling NM, Johnson SC. Imaging-based enrichment criteria using deep-learning algorithms for efficient clinical trials in mild cognitive impairment. Alzheimer's & Dementia : the Journal of the Alzheimer's Association. PMID 26093156 DOI: 10.1016/J.Jalz.2015.01.010  0.329
2015 Kim WH, Adluru N, Chung MK, Okonkwo OC, Johnson SC, B Bendlin B, Singh V. Multi-resolution statistical analysis of brain connectivity graphs in preclinical Alzheimer's disease. Neuroimage. 118: 103-117. PMID 26025289 DOI: 10.1016/J.Neuroimage.2015.05.050  0.348
2014 Wen BL, Brewer MA, Nadiarnykh O, Hocker J, Singh V, Mackie TR, Campagnola PJ. Texture analysis applied to second harmonic generation image data for ovarian cancer classification. Journal of Biomedical Optics. 19: 96007. PMID 26296156 DOI: 10.1117/1.Jbo.19.9.096007  0.39
2014 Kim WH, Singh V, Chung MK, Hinrichs C, Pachauri D, Okonkwo OC, Johnson SC. Multi-resolutional shape features via non-Euclidean wavelets: applications to statistical analysis of cortical thickness. Neuroimage. 93: 107-23. PMID 24614060 DOI: 10.1016/J.Neuroimage.2014.02.028  0.336
2014 Ithapu V, Singh V, Lindner C, Austin BP, Hinrichs C, Carlsson CM, Bendlin BB, Johnson SC. Extracting and summarizing white matter hyperintensities using supervised segmentation methods in Alzheimer's disease risk and aging studies. Human Brain Mapping. 35: 4219-35. PMID 24510744 DOI: 10.1002/Hbm.22472  0.324
2014 Wen BL, Nadiarnykh O, Hocker J, Singh V, Campagnola PJ. Texture Analysis Applied to SHG Image Data for Ovarian Cancer Classification Ieee Transactions On Biomedical Engineering. DOI: 10.1364/Biomed.2014.Bt4A.6  0.313
2014 Collins MD, Liu J, Xu J, Mukherjee L, Singh V. Spectral clustering with a convex regularizer on millions of images Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8691: 282-298. DOI: 10.1007/978-3-319-10578-9_19  0.613
2013 Kim WH, Chung MK, Singh V. Multi-resolution Shape Analysis via Non-Euclidean Wavelets: Applications to Mesh Segmentation and Surface Alignment Problems. Conference On Computer Vision and Pattern Recognition Workshops Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Workshops. PMID 24390194 DOI: 10.1109/CVPR.2013.278  0.352
2013 Xu J, Ithapu VK, Mukherjee L, Rehg JM, Singh V. GOSUS: Grassmannian online subspace updates with structured-sparsity Proceedings of the Ieee International Conference On Computer Vision. 3376-3383. DOI: 10.1109/ICCV.2013.419  0.624
2012 Collins MD, Xu J, Grady L, Singh V. Random walks based multi-image segmentation: Quasiconvexity results and GPU-based solutions. Proceedings / Cvpr, Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2012: 1656-1663. PMID 25278742 DOI: 10.1109/CVPR.2012.6247859  0.501
2012 Mukherjee L, Singh V, Xu J, Collins MD. Analyzing the Subspace Structure of Related Images: Concurrent Segmentation of Image Sets. Computer Vision - Eccv ... : ... European Conference On Computer Vision : Proceedings. European Conference On Computer Vision. 7575: 128-142. PMID 25267943 DOI: 10.1007/978-3-642-33765-9_10  0.725
2012 Peng J, Mukherjee L, Singh V, Schuurmans D, Xu L. An efficient algorithm for maximal margin clustering Journal of Global Optimization. 52: 123-137. DOI: 10.1007/S10898-011-9691-4  0.677
2011 Mukherjee L, Singh V, Peng J. Scale Invariant cosegmentation for image groups. Proceedings / Cvpr, Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1881-1888. PMID 21922079 DOI: 10.1109/CVPR.2011.5995420  0.67
2011 Pachauri D, Hinrichs C, Chung MK, Johnson SC, Singh V. Topology-based kernels with application to inference problems in Alzheimer's disease. Ieee Transactions On Medical Imaging. 30: 1760-70. PMID 21536520 DOI: 10.1109/Tmi.2011.2147327  0.4
2011 Hinrichs C, Singh V, Xu G, Johnson SC. Predictive markers for AD in a multi-modality framework: an analysis of MCI progression in the ADNI population. Neuroimage. 55: 574-89. PMID 21146621 DOI: 10.1016/J.Neuroimage.2010.10.081  0.374
2010 Singh V, Mukherjee L, Peng J, Xu J. Ensemble Clustering using Semidefinite Programming with Applications. Machine Learning. 79: 177-200. PMID 21927539 DOI: 10.1007/S10994-009-5158-Y  0.727
2010 Motwani K, Adluru N, Hinrichsts C, Alexander A, Singh V. Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures. Advances in Neural Information Processing Systems. 23: 1696-1704. PMID 21451738  0.329
2010 Mukherjee L, Singh V, Peng J, Hinrichs C. Learning Kernels for variants of Normalized Cuts: Convex Relaxations and Applications. Proceedings / Cvpr, Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3145-3152. PMID 21445225 DOI: 10.1109/CVPR.2010.5540076  0.653
2009 Mukherjee L, Singh V, Dyer CR. Half-Integrality based Algorithms for Cosegmentation of Images. Proceedings / Cvpr, Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2028-2035. PMID 21445226 DOI: 10.1109/CVPRW.2009.5206652  0.656
2009 Hinrichs C, Singh V, Xu G, Johnson S. MKL for robust multi-modality AD classification. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 786-94. PMID 20426183  0.325
2009 Schafer S, Singh V, Noël PB, Walczak AM, Xu J, Hoffmann KR. Real-time endovascular guidewire position simulation using shortest path algorithms. International Journal of Computer Assisted Radiology and Surgery. 4: 597-608. PMID 20033336 DOI: 10.1007/s11548-009-0385-z  0.596
2009 Hinrichs C, Singh V, Mukherjee L, Xu G, Chung MK, Johnson SC. Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset. Neuroimage. 48: 138-49. PMID 19481161 DOI: 10.1016/J.Neuroimage.2009.05.056  0.683
2009 Hochbaum DS, Singh V. An efficient algorithm for Co-segmentation Proceedings of the Ieee International Conference On Computer Vision. 269-276. DOI: 10.1109/ICCV.2009.5459261  0.368
2009 Mukherjee L, Singh V, Peng J, Xu J, Zeitz MJ, Berezney R. Generalized median graphs and applications Journal of Combinatorial Optimization. 17: 21-44. DOI: 10.1007/S10878-008-9184-7  0.725
2008 Singh V, Mukherjee L, Dinu PM, Xu J, Hoffmann KR. Limited view CT reconstruction and segmentation via constrained metric labeling. Computer Vision and Image Understanding : Cviu. 112: 67-80. PMID 19802346 DOI: 10.1016/J.Cviu.2008.06.005  0.718
2008 Singh V, Mukherjee L, Chung MK. Cortical surface thickness as a classifier: boosting for autism classification. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11: 999-1007. PMID 18979843 DOI: 10.1007/978-3-540-85988-8_119  0.626
2008 Hoffmann KR, Schafer S, Noel PB, Singh V, Xu J. Guidewire Reproducibilty and Modeling Journal of Medical Devices. 2. DOI: 10.1115/1.2936120  0.623
2007 Singh V, Mukherjee L, Peng J, Xu J. Ensemble Clustering using Semidefinite Programming. Advances in Neural Information Processing Systems. 20: 3283. PMID 24761132  0.678
2007 Singh V, Mukherjee L, Xu J, Hoffmann KR, Dinu PM, Podgorsak M. Brachytherapy seed localization using geometric and linear programming techniques. Ieee Transactions On Medical Imaging. 26: 1291-304. PMID 17896600 DOI: 10.1109/Tmi.2007.900740  0.728
2007 Schafer S, Singh V, Hoffmann KR, Noël PB, Jinhui X. Planning image-guided endovascular interventions: Guidewire simulation using shortest path algorithms Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6509. DOI: 10.1117/12.709519  0.526
2007 Noël PB, Xu J, Hoffmann KR, Singh V, Schafer S, Walczak AM. Linear programming approach to optimize 3D data obtained from multiple view angiograms Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6511. DOI: 10.1117/12.709499  0.628
2007 Singh V, Dinu PM, Mukherjee L, Xu J, Hoffmann KR. Limited view CT reconstruction via constrained metric labeling Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4409146  0.575
2007 Mukherjee L, Singh V, Peng J, Xu J, Zeitz MJ, Berezney R. Generalized median graphs: Theory and applications Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408966  0.661
2006 Mukherjee L, Singh V, Xu J, Malyavantham KS, Berezney R. On mobility analysis of functional sites from time lapse microscopic image sequences of living cell nucleus. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9: 577-85. PMID 17354819  0.643
2006 Singh V, Xu J, Hoffmann KR, Xu G, Chen Z, Gopal A. Towards a theory of a solution space for the biplane imaging geometry problem. Medical Physics. 33: 3647-65. PMID 17089831 DOI: 10.1118/1.2350658  0.709
2006 Singh V, Xu J, Hoffmann KR, Noël PB, Walczak AM. A linear programming based algorithm for determining corresponding point tuples in multiple vascular images Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6144. DOI: 10.1117/12.651707  0.683
2006 Mukherjee L, Singh V, Xu J, Berezney R. Fitting polygonal regions for matching 3D polyhedra Proceedings of Spie - the International Society For Optical Engineering. 6066. DOI: 10.1117/12.642967  0.704
2005 Xu J, Xu G, Chen Z, Singh V, Hoffmann KR. Efficient Algorithms for Determining 3-D Bi-Plane Imaging Geometry. Journal of Combinatorial Optimization. 10: 113-132. PMID 16619088 DOI: 10.1007/S10878-005-2266-X  0.735
2005 Dmochowski J, Hoffmann KR, Singh V, Xu J, Nazareth DP. Effects of point configuration on the accuracy in 3D reconstruction from biplane images. Medical Physics. 32: 2862-9. PMID 16266100 DOI: 10.1118/1.2008467  0.53
2005 Singh V, Hoffmann KR, Mukherjee L, Xu G, Xu J, Chen Z. Efficient geometric techniques for reconstructing 3D vessel trees from biplane images Proceedings of the Annual Symposium On Computational Geometry. 368-369. DOI: 10.1145/1064092.1064150  0.708
2005 Singh V, Xu J, Hoffmann KR, Xu G, Chen Z, Gopal A. A new algorithm for determining 3D biplane imaging geometry: Theory and implementation Progress in Biomedical Optics and Imaging - Proceedings of Spie. 5747: 2118-2129. DOI: 10.1117/12.594378  0.537
2005 Chen Z, Singh V, Xu J. Efficient Job Scheduling Algorithms with Multi-Type Contentions Journal of Combinatorial Optimization. 10: 179-197. DOI: 10.1007/S10878-005-2272-Z  0.631
2004 Singh V, Mukherjee L, Xu J, Hoffmann K. Efficient geometric algorithms for determining motion and shape deformation of coronary vessels. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 3: 1707-10. PMID 17272033 DOI: 10.1109/IEMBS.2004.1403513  0.684
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