| On hallucinations in tomographic image reconstruction S Bhadra*, VA Kelkar*, FJ Brooks, MA Anastasio IEEE transactions on medical imaging 40 (11), 3249-3260, 2021 | 97 | 2021 |
| Harmonic optical tomography of nonlinear structures C Hu*, JJ Field*, V Kelkar, B Chiang, K Wernsing, KC Toussaint, ... Nature Photonics 14 (9), 564-569, 2020 | 49 | 2020 |
| Impact of deep learning-based image super-resolution on binary signal detection X Zhang*, VA Kelkar*, J Granstedt, H Li, MA Anastasio Journal of Medical Imaging 8 (6), 065501, 2021 | 35* | 2021 |
| Compressible latent-space invertible networks for generative model-constrained image reconstruction VA Kelkar, S Bhadra, MA Anastasio IEEE transactions on computational imaging 7, 209-223, 2021 | 35 | 2021 |
| Assessing the ability of generative adversarial networks to learn canonical medical image statistics VA Kelkar, DS Gotsis, FJ Brooks, KC Prabhat, KJ Myers, R Zeng, ... IEEE transactions on medical imaging 42 (6), 1799-1808, 2023 | 27 | 2023 |
| Prior Image-Constrained Reconstruction using Style-Based Generative Models VA Kelkar, MA Anastasio International Conference on Machine Learning (ICML) 2021; PMLR 139, 5367-5377, 2021 | 24 | 2021 |
| Second-harmonic patterned polarization-analyzed reflection confocal microscopy of stromal collagen in benign and malignant breast tissues C Okoro, V Kelkar, M Sivaguru, R Emmadi, KC Toussaint Jr Scientific reports 8 (1), 16243, 2018 | 19 | 2018 |
| Reversible inter-degree-of-freedom optical-coherence conversion via entropy swapping M Harling, V Kelkar, C Okoro, M Diouf, AF Abouraddy, KC Toussaint Jr Optics Express 30 (16), 29584-29597, 2022 | 6 | 2022 |
| AmbientFlow: Invertible generative models from incomplete, noisy measurements VA Kelkar, R Deshpande, A Banerjee, MA Anastasio Transactions on Machine Learning Research (TMLR), 2024 | 5 | 2024 |
| SlabGAN: a method for generating efficient 3D anisotropic medical volumes using generative adversarial networks JL Granstedt, VA Kelkar, W Zhou, MA Anastasio Medical Imaging 2021: Image Processing 11596, 329-335, 2021 | 5 | 2021 |
| Demonstration of flat-top beam illumination in widefield multiphoton microscopy MM Kabir, HS Rajput, VA Kelkar, AC Salazar Coariti, KC Toussaint Jr Journal of Biomedical Optics 25 (1), 014503-014503, 2020 | 5 | 2020 |
| Measurement of differential modal group delay of a few-mode fiber using a Fourier domain mode-locked laser V Kelkar, S Swain, D Venkitesh Optics Letters 43 (9), 2165-2168, 2018 | 5 | 2018 |
| Application of DatasetGAN in medical imaging: preliminary studies Z Fan, V Kelkar, MA Anastasio, H Li Medical Imaging 2022: Image Processing 12032, 452-458, 2022 | 4 | 2022 |
| Machine-learning-enabled geometric compliance improvement in two-photon lithography without hardware modifications Y Yang, VA Kelkar, HS Rajput, ACS Coariti, KC Toussaint Jr, C Shao Journal of Manufacturing Processes 76, 841-849, 2022 | 4 | 2022 |
| Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics R Deshpande*, VA Kelkar*, D Gotsis, P Kc, R Zeng, KJ Myers, FJ Brooks, ... ArXiv, 2024 | 3* | 2024 |
| Demonstration of intrinsic non-separability and locked entropy in partially coherent vector optical fields VA Kelkar, C Okoro, KC Toussaint, AF Abouraddy Laser Science, JW3A. 14, 2019 | 3 | 2019 |
| Locked entropy in partially coherent optical fields M Harling, VA Kelkar, KC Toussaint Jr, AF Abouraddy Physical Review A 109 (2), L021501, 2024 | 2 | 2024 |
| Reversible coherence conversion across optical degrees-of-freedom: a tutorial M Harling, V Kelkar, AF Abouraddy, KC Toussaint Jr Journal of Optics 25 (5), 053502, 2023 | 2 | 2023 |
| Evaluating generative stochastic image models using task-based image quality measures VA Kelkar, DS Gotsis, R Deshpande, FJ Brooks, KC Prabhat, KJ Myers, ... Medical Imaging 2023: Image Perception, Observer Performance, and Technology …, 2023 | 2 | 2023 |
| Partially degenerate inter-modal four wave mixing studies in few-mode fiber in an all-fiber configuration S Swain, V Kelkar, D Venkitesh 2017 Asia Communications and Photonics Conference (ACP), 1-3, 2017 | 2 | 2017 |
Mark A. AnastasioUniversity of Illinois Urbana-ChampaignVerified email at illinois.edu
