Suyash P. Awate, Ph.D. - Publications

Affiliations: 
2006 University of Utah, Salt Lake City, UT 
Area:
Computer Science, Electronics and Electrical Engineering

46 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 Kulkarni PH, Merchant SN, Awate SP. Mixed-dictionary models and variational inference in task fMRI for shorter scans and better image quality. Medical Image Analysis. 78: 102392. PMID 35235896 DOI: 10.1016/j.media.2022.102392  0.304
2021 Sudarshan VP, Upadhyay U, Egan GF, Chen Z, Awate SP. Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data. Medical Image Analysis. 73: 102187. PMID 34348196 DOI: 10.1016/j.media.2021.102187  0.361
2020 Kulkarni PH, Merchant SN, Awate SP. R-fMRI reconstruction from k-t undersampled data using a subject-invariant dictionary model and VB-EM with nested minorization. Medical Image Analysis. 65: 101752. PMID 32623273 DOI: 10.1016/J.Media.2020.101752  0.39
2020 Sudarshan VP, Egan GF, Chen Z, Awate SP. Joint PET-MRI image reconstruction using a patch-based joint-dictionary prior. Medical Image Analysis. 62: 101669. PMID 32172036 DOI: 10.1016/J.Media.2020.101669  0.493
2020 Kumar N, Awate SP. Semi-Supervised Robust Mixture Models in RKHS for Abnormality Detection in Medical Images Ieee Transactions On Image Processing. 29: 4772-4787. DOI: 10.1109/Tip.2020.2975958  0.46
2019 Awate SP, Garg S, Jena R. Estimating uncertainty in MRF-based image segmentation: A perfect-MCMC approach. Medical Image Analysis. 55: 181-196. PMID 31085445 DOI: 10.1016/J.Media.2019.04.014  0.55
2016 Kotwal A, Bhalodia R, Awate SP. Joint desmoking and denoising of laparoscopy images Proceedings - International Symposium On Biomedical Imaging. 2016: 1050-1054. DOI: 10.1109/ISBI.2016.7493446  0.395
2015 Awate SP, Radhakrishnan T. Colocalization Estimation Using Graphical Modeling and Variational Bayesian Expectation Maximization: Towards a Parameter-Free Approach. Information Processing in Medical Imaging : Proceedings of the ... Conference. 24: 3-16. PMID 26221663  0.416
2015 Wu J, Awate SP, Licht DJ, Clouchoux C, du Plessis AJ, Avants BB, Vossough A, Gee JC, Limperopoulos C. Assessment of MRI-Based Automated Fetal Cerebral Cortical Folding Measures in Prediction of Gestational Age in the Third Trimester. Ajnr. American Journal of Neuroradiology. 36: 1369-74. PMID 26045578 DOI: 10.3174/Ajnr.A4357  0.325
2015 Gaikwad AV, Shigwan SJ, Awate SP. A statistical model for smooth shapes in Kendall shape space Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9351: 628-635. DOI: 10.1007/978-3-319-24574-4_75  0.362
2014 Yu YY, Fletcher PT, Awate SP. Hierarchical bayesian modeling, estimation, and sampling for multigroup shape analysis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 9-16. PMID 25320776 DOI: 10.1007/978-3-319-10443-0_2  0.41
2014 Liu W, Awate SP, Anderson JS, Fletcher PT. A functional network estimation method of resting-state fMRI using a hierarchical Markov random field. Neuroimage. 100: 520-34. PMID 24954282 DOI: 10.1016/J.Neuroimage.2014.06.001  0.345
2014 Awate SP, Whitaker RT. Multiatlas segmentation as nonparametric regression. Ieee Transactions On Medical Imaging. 33: 1803-17. PMID 24802528 DOI: 10.1109/Tmi.2014.2321281  0.646
2014 Awate SP, Yu YY, Whitaker RT. Kernel principal geodesic analysis Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8724: 82-98. DOI: 10.1007/978-3-662-44848-9_6  0.543
2013 Wang B, Prastawa M, Saha A, Awate SP, Irimia A, Chambers MC, Vespa PM, Van Horn JD, Pascucci V, Gerig G. Modeling 4D Changes in Pathological Anatomy using Domain Adaptation: Analysis of TBI Imaging using a Tumor Database. Multimodal Brain Image Analysis : Third International Workshop, Mbia 2013, Held in Conjunction With Miccai 2013, Nagoya, Japan, September 22, 2013 : Proceedings / Li Shen, Tianming Liu, Pew-Thian Yap, Heng Huang, Dinggang Shen, Carl-Fre.... 8159: 31-39. PMID 25346953 DOI: 10.1007/978-3-319-02126-3_4  0.345
2013 Veni G, Fu Z, Awate SP, Whitaker RT. Bayesian segmentation of atrium wall using globally-optimal graph cuts on 3D meshes. Information Processing in Medical Imaging : Proceedings of the ... Conference. 23: 656-67. PMID 24684007  0.613
2013 Veni G, Fu Z, Awate SP, Whitaker RT. PROPER ORDERED MESHING OF COMPLEX SHAPES AND OPTIMAL GRAPH CUTS APPLIED TO ATRIAL-WALL SEGMENTATION FROM DE-MRI. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2013: 1296-1299. PMID 24443695 DOI: 10.1109/ISBI.2013.6556769  0.596
2013 Awate SP, Dibella EVR. Compressed sensing HARDI via rotation-invariant concise dictionaries, flexible K-space undersampling, and multiscale spatial regularity Proceedings - International Symposium On Biomedical Imaging. 9-12. DOI: 10.1109/ISBI.2013.6556399  0.314
2013 Veni G, Fu Z, Awate SP, Whitaker RT. Bayesian segmentation of atrium wall using globally-optimal graph cuts on 3D meshes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7917: 656-667. DOI: 10.1007/978-3-642-38868-2_55  0.613
2012 Awate SP, Zhu P, Whitaker RT. How Many Templates Does It Take for a Good Segmentation?: Error Analysis in Multiatlas Segmentation as a Function of Database Size. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 7509: 103-114. PMID 24501720  0.636
2012 Wang B, Prastawa M, Awate SP, Irimia A, Chambers MC, Vespa PM, van Horn JD, Gerig G. SEGMENTATION OF SERIAL MRI OF TBI PATIENTS USING PERSONALIZED ATLAS CONSTRUCTION AND TOPOLOGICAL CHANGE ESTIMATION. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 1152-1155. PMID 23999192 DOI: 10.1109/ISBI.2012.6235764  0.418
2012 Prastawa M, Awate SP, Gerig G. Building Spatiotemporal Anatomical Models using Joint 4-D Segmentation, Registration, and Subject-Specific Atlas Estimation. Proceedings / Sponsored by Ieee Computer Society Technical Committee On Pattern Analysis and Machine Intelligence. Workshop On Mathematical Methods in Biomedical Image Analysis. 49-56. PMID 23568185 DOI: 10.1109/MMBIA.2012.6164740  0.494
2012 Awate SP, Dibella EVR. Spatiotemporal dictionary learning for undersampled dynamic MRI reconstruction via joint frame-based and dictionary-based sparsity Proceedings - International Symposium On Biomedical Imaging. 318-321. DOI: 10.1109/ISBI.2012.6235548  0.378
2012 Awate SP, Zhu P, Whitaker RT. How many templates does it take for a good segmentation? Error analysis in multiatlas segmentation as a function of database size Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7509: 103-114. DOI: 10.1007/978-3-642-33530-3_9  0.532
2011 Zhu P, Awate SP, Gerber S, Whitaker R. Fast shape-based nearest-neighbor search for brain MRIs using hierarchical feature matching. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 14: 484-91. PMID 21995064 DOI: 10.1007/978-3-642-23629-7_59  0.706
2011 Tustison NJ, Awate SP, Song G, Cook TS, Gee JC. Point set registration using Havrda-Charvat-Tsallis entropy measures. Ieee Transactions On Medical Imaging. 30: 451-60. PMID 20937578 DOI: 10.1109/Tmi.2010.2086065  0.369
2010 Awate SP, Yushkevich PA, Song Z, Licht DJ, Gee JC. Cerebral cortical folding analysis with multivariate modeling and testing: Studies on gender differences and neonatal development. Neuroimage. 53: 450-9. PMID 20630489 DOI: 10.1016/J.Neuroimage.2010.06.072  0.375
2010 Zhang H, Awate SP, Das SR, Woo JH, Melhem ER, Gee JC, Yushkevich PA. A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features. Medical Image Analysis. 14: 666-73. PMID 20547469 DOI: 10.1016/J.Media.2010.05.002  0.319
2010 Tustison NJ, Awate SP, Cai J, Altes TA, Miller GW, de Lange EE, Mugler JP, Gee JC. Pulmonary kinematics from tagged hyperpolarized helium-3 MRI. Journal of Magnetic Resonance Imaging : Jmri. 31: 1236-41. PMID 20432362 DOI: 10.1002/Jmri.22137  0.406
2009 Zheng Y, Grossman M, Awate SP, Gee JC. Automatic correction of intensity nonuniformity from sparseness of gradient distribution in medical images. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 852-9. PMID 20426191 DOI: 10.1007/978-3-642-04271-3_103  0.431
2009 Tustison NJ, Awate SP, Song G, Cook TS, Gee JC. A new information-theoretic measure to control the robustness-sensitivity trade-off for DMFFD point-set registration. Information Processing in Medical Imaging : Proceedings of the ... Conference. 21: 215-26. PMID 19694265 DOI: 10.1007/978-3-642-02498-6_18  0.365
2009 Pluta J, Avants BB, Glynn S, Awate S, Gee JC, Detre JA. Appearance and incomplete label matching for diffeomorphic template based hippocampus segmentation. Hippocampus. 19: 565-71. PMID 19437413 DOI: 10.1002/Hipo.20619  0.398
2008 Tustison NJ, Awate SP, Altes TA, Gee JC, Cai J, Miller GW, De Lange EE, Mugler JP. Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework 2008 5th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Proceedings, Isbi. 772-775. DOI: 10.1109/ISBI.2008.4541110  0.334
2007 Song Z, Awate SP, Licht DJ, Gee JC. Clinical neonatal brain MRI segmentation using adaptive nonparametric data models and intensity-based Markov priors. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10: 883-90. PMID 18051142  0.493
2007 Awate SP, Zhang H, Gee JC. Fuzzy nonparametric DTI segmentation for robust cingulum-tract extraction. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 10: 294-301. PMID 18051071  0.388
2007 Awate SP, Zhang H, Gee JC. A fuzzy, nonparametric segmentation framework for DTI and MRI analysis: with applications to DTI-tract extraction. Ieee Transactions On Medical Imaging. 26: 1525-36. PMID 18041267 DOI: 10.1109/Tmi.2007.907301  0.506
2007 Awate SP, Whitaker RT. Feature-preserving MRI denoising: a nonparametric empirical Bayes approach. Ieee Transactions On Medical Imaging. 26: 1242-55. PMID 17896596 DOI: 10.1109/Tmi.2007.900319  0.699
2007 Awate SP, Gee JC. A fuzzy, nonparametric segmentation framework for DTI and MRI analysis. Information Processing in Medical Imaging : Proceedings of the ... Conference. 20: 296-307. PMID 17633708  0.479
2007 Adluru G, Awate SP, Tasdizen T, Whitaker RT, Dibella EV. Temporally constrained reconstruction of dynamic cardiac perfusion MRI. Magnetic Resonance in Medicine. 57: 1027-36. PMID 17534924 DOI: 10.1002/Mrm.21248  0.625
2006 Awate SP, DiBella EV, Tasdizen T, Whitaker RT. Model-based image reconstruction for dynamic cardiac perfusion MRI from sparse data. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 936-41. PMID 17946012 DOI: 10.1109/IEMBS.2006.260363  0.624
2006 Awate SP, Tasdizen T, Foster N, Whitaker RT. Adaptive Markov modeling for mutual-information-based, unsupervised MRI brain-tissue classification. Medical Image Analysis. 10: 726-39. PMID 16919993 DOI: 10.1016/J.Media.2006.07.002  0.682
2006 Awate SP, Whitaker RT. Unsupervised, information-theoretic, adaptive image filtering for image restoration. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 364-76. PMID 16526423 DOI: 10.1109/Tpami.2006.64  0.648
2006 Awate SP, Tasdizen T, Whitaker RT. Unsupervised texture segmentation with nonparametric neighborhood statistics Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3952: 494-507. DOI: 10.1007/11744047_38  0.686
2005 Awate SP, Whitaker RT. Nonparametric neighborhood statistics for MRI denoising. Information Processing in Medical Imaging : Proceedings of the ... Conference. 19: 677-88. PMID 17354735  0.666
2005 Tasdizen T, Awate SP, Whitaker RT, Foster NL. MRI tissue classification with neighborhood statistics: a nonparametric, entropy-minimizing approach. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 517-25. PMID 16685999 DOI: 10.1007/11566489_64  0.656
2005 Awate SP, Whitaker RT. Higher-order image statistics for unsupervised, information-theoretic, adaptive, image filtering Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 44-51.  0.627
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