| Augmented deep learning model for improved quantitative accuracy of MR-based PET attenuation correction in PSMA PET-MRI prostate imaging A Pozaruk, K Pawar, S Li, A Carey, J Cheng, VP Sudarshan, M Cholewa, ... European journal of nuclear medicine and molecular imaging 48, 9-20, 2021 | 33 | 2021 |
| Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data VP Sudarshan, U Upadhyay, GF Egan, Z Chen, SP Awate Medical Image Analysis 73, 102187, 2021 | 32 | 2021 |
| Joint PET-MRI Image Reconstruction using a Patch-Based Joint-Dictionary Prior VP Sudarshan, GF Egan, Z Chen, SP Awate Medical Image Analysis, 2020 | 29 | 2020 |
| Uncertainty-aware gan with adaptive loss for robust mri image enhancement U Upadhyay, VP Sudarshan, SP Awate Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 19 | 2021 |
| Multiscale edge detection and parametric shape modeling for boundary delineation in optoacoustic images S Mandal, PS Viswanath, N Yeshaswini, XL Dean-Ben, D Razansky 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 19 | 2015 |
| Joint PET+ MRI patch-based dictionary for Bayesian random field PET reconstruction VP Sudarshan, Z Chen, SP Awate International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 18 | 2018 |
| Grading of mammalian cumulus oocyte complexes using machine learning for in vitro embryo culture PS Viswanath, T Weiser, P Chintala, S Mandal, R Dutta 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2016 | 12 | 2016 |
| Incorporation of anatomical MRI knowledge for enhanced mapping of brain metabolism using functional PET VP Sudarshan, S Li, SD Jamadar, GF Egan, SP Awate, Z Chen NeuroImage 233, 117928, 2021 | 7 | 2021 |
| Joint reconstruction of PET+ parallel-MRI in a Bayesian coupled-dictionary MRF framework VP Sudarshan, K Gupta, G Egan, Z Chen, SP Awate International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 3 | 2019 |
| Uncertainty-informed Bayesian PET image reconstruction using a deep image prior VP Sudarshan, KPK Reddy, M Singh, J Gubbi, A Pal International Workshop on Machine Learning for Medical Image Reconstruction …, 2022 | 2 | 2022 |
| Forward model and deep learning based iterative deconvolution for Robust Dynamic CT Perfusion VP Sudarshan, PK Reddy, J Gubbi, B Purushothaman 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 1 | 2021 |
| Mri Guided Deep Learning Image Reconstruction for Low Dose Pet C Pain, VP Sudarshan, U Upadhyay, SP Awate, GF Egan Internal Medicine Journal 51, 29-30, 2021 | 1 | 2021 |
| Improved temporal resolution for mapping brain metabolism using functional PET and anatomical MRI knowledge VP Sudarshan, S Li, SD Jamadar, GF Egan, SP Awate, Z Chen bioRxiv, 2020.07. 08.192872, 2020 | 1 | 2020 |
| Quest for medisyn: Quasi-norm based uncertainty estimation for medical image synthesis U Upadhyay, VP Sudarshan, SP Awate ICML 2020 Workshop on Uncertainty & Robustness in Deep Learning 1, 2020 | 1 | 2020 |
| Systems and methods for reconstructing images using uncertainty loss JRG LAKSHMINARASIMHA, PKR KANCHAM, M SINGH, A Pal, ... US Patent App. 18/460,949, 2024 | | 2024 |
| Methods and system for low dose x ray computed tomography perfusion imaging JRG LAKSHMINARASIMHA, VP Sudarshan, V Sengar, A Pal, ... US Patent App. 18/175,484, 2023 | | 2023 |
| Method and system for quantitative susceptibility mapping reconstruction in low-field magnetic resonance imaging (mri) system JRG LAKSHMINARASIMHA, VP Sudarshan, A Pal, PKR KANCHAM US Patent App. 18/175,506, 2023 | | 2023 |
| Towards Improved Robustness of Low-Dose CT Perfusion Imaging Via Joint Estimation of Structural CT and Functional CBF Images VP Sudarshan, V Sengar, PK Reddy, J Gubbi, A Pal 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-4, 2022 | | 2022 |
| Structural-Mr Informed QSM Reconstruction Using Deep Image Prior PK Reddy, VP Sudarshan, J Gubbi, A Pal 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-4, 2022 | | 2022 |
| Low-dose dynamic CT perfusion denoising without training data VP Sudarshan, R AthulKumar, PK Reddy, J Gubbi, B Purushothaman Domain Adaptation and Representation Transfer, and Affordable Healthcare and …, 2021 | | 2021 |
Suyash P. AwateChair Professor of Computer Science and Engineering, Indian Institute of Technology (IIT) BombayVerified email at cse.iitb.ac.in
