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.
- 1 Similar Profiles
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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A deep learning-based approach to improve reconstruction of ultrasound computed tomography with full waveform inversion
Anwar, S., Yunker, A., Kettimuthu, R., Anastasio, M. A., Liu, Z., Su, W. & He, J., Mar 1 2025, In: Smart Materials and Structures. 34, 3, 035059.Research output: Contribution to journal › Article › peer-review
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A low rank-based image reconstruction method for Dynamic Contrast Enhanced Multispectral Optoacoustic Tomography (DCE-MSOT)
Shah, J., Lozenski, L., Anastasio, M., Pagel, M. & Villa, U., 2025, Medical Imaging 2025: Ultrasonic Imaging and Tomography. Boehm, C. & Mehrmohammadi, M. (eds.). SPIE, 134120I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13412).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Automated assessment of task-based performance of digital mammography and tomosynthesis systems using an anthropomorphic breast phantom and deep learning-based scoring
Makeev, A., Li, K., Anastasio, M. A., Emig, A., Jahnke, P. & Glick, S. J., Jan 1 2025, In: Journal of Medical Imaging. 12, S13005.Research output: Contribution to journal › Article › peer-review
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Benchmarking Deep Learning-Based Reconstruction in Photoacoustic Computed Tomography with Clinically Relevant Synthetic Datasets
Chen, P., Park, S., Jeong, G., Cam, R. M., Huang, H. K., Villa, U. & Anastasio, M. A., 2025, Photons Plus Ultrasound: Imaging and Sensing 2025. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 133190F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13319).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Compensating for the Spatial Impulse Response in 3D Photoacoustic Computed Tomography Using Learned Data Space Restoration Methods
Yang, K., Park, S., Huang, H. K., Villa, U. & Anastasio, M. A., 2025, Photons Plus Ultrasound: Imaging and Sensing 2025. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 133190L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13319).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Datasets
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2D Acoustic Numerical Breast Phantoms and USCT Measurement Data
Li, F. (Creator), Villa, U. (Creator), Park, S. (Creator) & Anastasio, M. A. (Creator), Harvard Dataverse, Jun 4 2021
DOI: 10.7910/DVN/CUFVKE
Dataset
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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
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StyleGAN2 trained on MR brain and face images: network weights
Kelkar, V. A. (Creator) & Anastasio, M. A. (Creator), University of Illinois Urbana-Champaign, Jun 14 2021
DOI: 10.13012/B2IDB-4499850_V1
Dataset
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2D Acoustic Numerical Breast Phantoms and Measurement Data for Joint Reconstruction in PACT
Jeong, G. (Creator), Villa, U. (Creator), Park, S. (Creator) & Anastasio, M. A. (Creator), University of Illinois Urbana-Champaign, Mar 12 2025
DOI: 10.13012/B2IDB-9572729_V1
Dataset
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2D Acoustic Numerical Breast Phantoms for Ultrasound Computed Tomography
Li, F. (Creator), Villa, U. (Creator), Park, S. (Creator), Jeong, G. (Creator) & Anastasio, M. A. (Creator), University of Illinois Urbana-Champaign, Mar 5 2025
DOI: 10.13012/B2IDB-5648161_V1
Dataset