| Assessing the Impact of Deep Neural Network-based Image Denoising on Binary Signal Detection Tasks K Li, W Zhou, H Li, MA Anastasio IEEE Transactions on Medical Imaging 40 (9), 2295 - 2305, 2021 | 55 | 2021 |
| DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery K Li, W Xie, Q Du, Y Li IEEE Transactions on Geoscience and Remote Sensing 57 (10), 8011 - 8025, 2019 | 47 | 2019 |
| A hybrid approach for approximating the ideal observer for joint signal detection and estimation tasks by use of supervised learning and markov-chain monte carlo methods K Li, W Zhou, H Li, MA Anastasio IEEE transactions on medical imaging 41 (5), 1114-1124, 2021 | 13 | 2021 |
| Task-based performance evaluation of deep neural network-based image denoising K Li, W Zhou, H Li, MA Anastasio Medical Imaging 2021: Image Perception, Observer Performance, and Technology …, 2021 | 12 | 2021 |
| A task-informed model training method for deep neural network-based image denoising K Li, H Li, MA Anastasio Medical Imaging 2022: Image Perception, Observer Performance, and Technology …, 2022 | 11 | 2022 |
| Supervised learning-based ideal observer approximation for joint detection and estimation tasks K Li, W Zhou, H Li, MA Anastasio Medical Imaging 2021: Image Perception, Observer Performance, and Technology …, 2021 | 11 | 2021 |
| Estimating task-based performance bounds for image reconstruction methods by use of learned-ideal observers K Li, W Zhou, H Li, MA Anastasio Medical Imaging 2023: Image Perception, Observer Performance, and Technology …, 2023 | 3 | 2023 |
| On the impact of incorporating task-information in learning-based image denoising K Li, H Li, MA Anastasio arXiv preprint arXiv:2211.13303, 2022 | 3 | 2022 |
| Investigation of adversarial robust training for establishing interpretable CNN-based numerical observers S Sengupta, CK Abbey, K Li, MA Anastasio Medical Imaging 2022: Image Perception, Observer Performance, and Technology …, 2022 | 2 | 2022 |
| Application of learned ideal observers for estimating task-based performance bounds for computed imaging systems K Li, U Villa, H Li, MA Anastasio Journal of Medical Imaging 11 (2), 026002-026002, 2024 | | 2024 |
Mark A. AnastasioUniversity of Illinois Urbana-ChampaignVerified email at illinois.edu
