Hemant Kumar Aggarwal
University of Iowa
H-index: 18
North America-United States
Top articles of Hemant Kumar Aggarwal
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
CT image kernel synthesis using deep regularization | Hemant Kumar Aggarwal Rajesh Langoju Bipul Das Rakesh Mullick | 2024/4/2 | |
ENSURE: A general approach for unsupervised training of deep image reconstruction algorithms | IEEE transactions on medical imaging | Hemant Kumar Aggarwal Aniket Pramanik Maneesh John Mathews Jacob | 2022/11/23 |
OPT: Optimized Projection based k-space Trajectory Design for MR Image Reconstruction | Shubham Sharma Sudhanya Chatterjee Dattesh Dayanand Shanbhag Hemant Kumar Aggarwal KVS Hari | 2022 | |
Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator | arXiv preprint arXiv:2102.00047 | Hemant Kumar Aggarwal Mathews Jacob | 2021/1/29 |
Deep image prior using stein's unbiased risk estimator: Sure-dip | arXiv preprint arXiv:2111.10892 | Maneesh John Hemant Kumar Aggarwal Qing Zou Mathews Jacob | 2021/11/21 |
Ensure: Ensemble Stein’s unbiased risk estimator for unsupervised learning | Hemant Kumar Aggarwal Aniket Pramanik Mathews Jacob | 2021/6/6 | |
Joint optimization of sampling pattern and priors in model based deep learning | Hemant K Aggarwal Mathews Jacob | 2020/4/3 | |
Model-based deep learning for reconstruction of joint kq under-sampled high resolution diffusion MRI | Merry P Mani Hemant K Aggarwal Sanjay Ghosh Mathews Jacob | 2020/4/3 | |
Deep generalization of structured low-rank algorithms (Deep-SLR) | IEEE transactions on medical imaging | Aniket Pramanik Hemant Kumar Aggarwal Mathews Jacob | 2020/8/5 |
Calibrationless parallel mri using model based deep learning (c-modl) | Aniket Pramanik Hemant Aggarwal Mathews Jacob | 2020/4/3 | |
Improved MUSSELS reconstruction for high‐resolution multi‐shot diffusion weighted imaging | Magnetic resonance in medicine | Merry Mani Hemant Kumar Aggarwal Vincent Magnotta Mathews Jacob | 2020/6 |
Dynamic MRI using deep manifold self-learning | Abdul Haseeb Ahmed Hemant Aggarwal Prashant Nagpal Mathews Jacob | 2020/4/3 | |
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction | IEEE journal of selected topics in signal processing | Hemant Kumar Aggarwal Mathews Jacob | 2020/6/22 |
Joint Optimization of Sampling Patterns and Deep Priors for Improved Parallel MRI | Hemant K Aggarwal Mathews Jacob | 2020/5/4 |
Co-Authors
