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 learning-based image reconstruction method for skull-induced aberrations compensation in transcranial photoacoustic computed tomography
Huang, H. K., Kuo, J., Park, S., Villa, U., Wang, L. V. & Anastasio, M. A., 2024, Photons Plus Ultrasound: Imaging and Sensing 2024. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, 128420C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12842).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A learning-based method for compensating 3D-2D model mismatch in ring-array ultrasound computed tomography
Li, F., Villa, U. & Anastasio, M. A., 2024, Medical Imaging 2024: Ultrasonic Imaging and Tomography. Boehm, C. & Bottenus, N. (eds.). SPIE, 129321E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12932).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Application of learned ideal observers for estimating task-based performance bounds for computed imaging systems
Li, K., Villa, U., Li, H. & Anastasio, M. A., Mar 1 2024, In: Journal of Medical Imaging. 11, 2, 026002.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, (Accepted/In press) In: IEEE transactions on medical imaging. p. 1 1 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Test Statistic Estimation-Based Approach for Establishing Self-Interpretable CNN-Based Binary Classifiers
Sengupta, S. & Anastasio, M. A., May 1 2024, In: IEEE transactions on medical imaging. 43, 5, p. 1753-1765 13 p.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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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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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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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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3D Acoustic Numerical Breast Phantoms
Li, F. (Creator), Villa, U. (Creator), Park, S. (Creator) & Anastasio, M. A. (Creator), Harvard Dataverse, Jun 4 2021
DOI: 10.7910/DVN/KBYQQ7
Dataset