| A deep Q-learning method for optimizing visual search strategies in backgrounds of dynamic noise W Zhou, MP Eckstein Medical Imaging 2022: Image Perception, Observer Performance, and Technology …, 2022 | 3 | 2022 |
| 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 |
| A hybrid channelized Hotelling observer for estimating the ideal linear observer for total-variation-based image reconstruction JP Phillips, EY Sidky, G Ongie, W Zhou, JP Cruz-Bastida, IS Reiser, ... Medical Imaging 2021: Image Perception, Observer Performance, and Technology …, 2021 | 2 | 2021 |
| A signal detection model for quantifying overregularization in nonlinear image reconstruction EY Sidky, JP Phillips, W Zhou, G Ongie, JP Cruz‐Bastida, IS Reiser, ... Medical physics 48 (10), 6312-6323, 2021 | 10 | 2021 |
| Advancing the AmbientGAN for learning stochastic object models W Zhou, S Bhadra, FJ Brooks, JL Granstedt, H Li, MA Anastasio Medical Imaging 2021: Image Perception, Observer Performance, and Technology …, 2021 | 5 | 2021 |
| Ambient-Pix2PixGAN for translating medical images from noisy data W Chen, X Xu, J Luo, W Zhou Medical Imaging 2024: Image Perception, Observer Performance, and Technology …, 2024 | 1 | 2024 |
| AmbientCycleGAN for establishing interpretable stochastic object models based on mathematical phantoms and medical imaging measurements X Xu, W Chen, W Zhou Medical Imaging 2024: Image Perception, Observer Performance, and Technology …, 2024 | 1 | 2024 |
| Analyzing neural networks applied to an anatomical simulation of the breast CK Abbey, S Sengupta, W Zhou, A Badal, R Zeng, FW Samuelson, ... Medical Imaging 2022: Image Perception, Observer Performance, and Technology …, 2022 | 2 | 2022 |
| Approximating the Hotelling observer with autoencoder-learned efficient channels for binary signal detection tasks JL Granstedt, W Zhou, MA Anastasio Journal of Medical Imaging 10 (5), 055501-055501, 2023 | 4 | 2023 |
| Approximating the ideal observer and hotelling observer for binary signal detection tasks by use of supervised learning methods W Zhou, H Li, MA Anastasio IEEE transactions on medical imaging 38 (10), 2456-2468, 2019 | 73 | 2019 |
| Approximating the ideal observer for joint signal detection and localization tasks by use of supervised learning methods W Zhou, H Li, MA Anastasio IEEE transactions on medical imaging 39 (12), 3992-4000, 2020 | 29 | 2020 |
| 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 | 58 | 2021 |
| Autoencoder embedding of task-specific information JL Granstedt, W Zhou, MA Anastasio Medical Imaging 2019: Image Perception, Observer Performance, and Technology …, 2019 | 4 | 2019 |
| Comparison of data-acquisition designs for single-shot edge-illumination x-ray phase-contrast tomography Y Chen, W Zhou, CK Hagen, A Olivo, MA Anastasio Optics Express 28 (1), 1-19, 2019 | 4 | 2019 |
| Deep Learning for Task-Based Image Quality Assessment in Medical Imaging W Zhou Washington University in St. Louis, 2020 | | 2020 |
| Developing signal detectability as an image quality metric for use with non-linear image reconstruction EY Sidky, W Zhou, G Ongie, JP Cruz-Bastida, IS Reiser, MA Anastasio, ... The 6th International Conference on Image Formation in X-Ray Computed …, 2020 | | 2020 |
| Development of computed phase-sensitive x-ray imaging technologies for pre-clinical science (Conference Presentation) MA Anastasio, F Brooks, S Komarov, Y Chen, W Zhou Anomaly Detection and Imaging with X-Rays (ADIX) III 10632, 106320I, 2018 | | 2018 |
| Double Alternating Minimization (DAM) for Phase Retrieval in the Presence of Poisson Noise and Pixelation W Zhou | | 2016 |
| 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 |
| Generation of anatomically realistic numerical phantoms for photoacoustic and ultrasonic breast imaging Y Lou, W Zhou, TP Matthews, CM Appleton, MA Anastasio Journal of biomedical optics 22 (4), 041015-041015, 2017 | 107 | 2017 |
Mark A. AnastasioUniversity of Illinois Urbana-ChampaignVerified email at illinois.edu