Research output per year
Research output per year
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Report on the AAPM grand challenge on deep generative modeling for learning medical image statistics
Deshpande, R., Kelkar, V. A., Gotsis, D., Kc, P., Zeng, R., Myers, K. J., Brooks, F. J. & Anastasio, M. A., Jan 2025, In: Medical Physics. 52, 1, p. 4-20 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context
Deshpande, R., Ozbey, M., Li, H., Anastasio, M. A. & Brooks, F. J., 2024, In: IEEE transactions on medical imaging. 43, 10, p. 3608-3620 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistics
Kelkar, V. A., Gotsis, D. S., Brooks, F. J., Prabhat, K. C., Myers, K. J., Zeng, R. & Anastasio, M. A., Jun 1 2023, In: IEEE transactions on medical imaging. 42, 6, p. 1799-1808 10 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Evaluating generative stochastic image models using task-based image quality measures
Kelkar, V. A., Gotsis, D. S., Deshpande, R., Brooks, F. J., Prabhat, K. C., Myers, K. J., Zeng, R. & Anastasio, M. A., 2023, Medical Imaging 2023: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R. & Chen, Y. (eds.). SPIE, 1246717. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12467).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Investigating the robustness of a deep learning-based method for quantitative phase retrieval from propagation-based x-ray phase contrast measurements under laboratory conditions
Deshpande, R., Avachat, A., Brooks, F. J. & Anastasio, M. A., Apr 21 2023, In: Physics in medicine and biology. 68, 8, 085005.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Data for the 2023 AAPM Grand Challenge on Deep Generative Modeling for Learning Medical Image Statistics
Gotsis, D. (Creator), Kelkar, V. (Creator), Deshpande, R. (Creator), Brooks, F. J. (Creator), KC, P. (Creator), Myers, K. (Creator), Zeng, R. (Creator) & Anastasio, M. A. (Creator), University of Illinois Urbana-Champaign, Nov 14 2023
DOI: 10.13012/B2IDB-2773204_V3
Dataset