Suyash P. Awate, Ph.D.
Affiliations: | 2006 | University of Utah, Salt Lake City, UT |
Area:
Computer Science, Electronics and Electrical EngineeringGoogle:
"Suyash Awate"Parents
Sign in to add mentor| Ross Whitaker | grad student | 2006 | University of Utah | |
| (Adaptive, nonparametric Markov models and information-theoretic methods for image restoration and segmentation.) | ||||
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Publications
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| Kulkarni PH, Merchant SN, Awate SP. (2022) Mixed-dictionary models and variational inference in task fMRI for shorter scans and better image quality. Medical Image Analysis. 78: 102392 |
| Sudarshan VP, Upadhyay U, Egan GF, et al. (2021) Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data. Medical Image Analysis. 73: 102187 |
| Kulkarni PH, Merchant SN, Awate SP. (2020) 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 |
| Sudarshan VP, Egan GF, Chen Z, et al. (2020) Joint PET-MRI image reconstruction using a patch-based joint-dictionary prior. Medical Image Analysis. 62: 101669 |
| Kumar N, Awate SP. (2020) Semi-Supervised Robust Mixture Models in RKHS for Abnormality Detection in Medical Images Ieee Transactions On Image Processing. 29: 4772-4787 |
| Awate SP, Garg S, Jena R. (2019) Estimating uncertainty in MRF-based image segmentation: A perfect-MCMC approach. Medical Image Analysis. 55: 181-196 |
| Kotwal A, Bhalodia R, Awate SP. (2016) Joint desmoking and denoising of laparoscopy images Proceedings - International Symposium On Biomedical Imaging. 2016: 1050-1054 |
| Awate SP, Radhakrishnan T. (2015) 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 |
| Wu J, Awate SP, Licht DJ, et al. (2015) 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 |
| Gaikwad AV, Shigwan SJ, Awate SP. (2015) 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 |