Umberto Villa
Washington University in St. Louis
H-index: 18
North America-United States
Top articles of Umberto Villa
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A learning-based image reconstruction method for skull-induced aberration compensation in transcranial photoacoustic computed tomography | Hsuan-Kai Huang Joseph Kuo Seonyeong Park Umberto Villa Lihong V Wang | 2024/3/12 | |
An adjoint-based optimization method for jointly inverting heterogeneous material properties and fault slip from earthquake surface deformation data | Geophysical Journal International | Simone Puel Thorsten W Becker Umberto Villa Omar Ghattas Dunyu Liu | 2024/2 |
Learned measurement correction for simplified acoustic forward models in ultrasound computed tomography | Luke Lozenski Hanchen Wang Brendt Wohlberg Umberto Villa Youzuo Lin | 2024/4/1 | |
ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction | arXiv preprint arXiv:2403.03860 | Luke Lozenski Refik Mert Cam Mark A Anastasio Umberto Villa | 2024/3/6 |
Spatiotemporal image reconstruction to enable high-frame-rate dynamic photoacoustic tomography with rotating-gantry volumetric imagers | Journal of biomedical optics | Refik Mert Cam Chao Wang Weylan Thompson Sergey A Ermilov Mark A Anastasio | 2024/1/15 |
A learning-based method for compensating 3D-2D model mismatch in ring-array ultrasound computed tomography | Fu Li Umberto Villa Mark A Anastasio | 2024/4/1 | |
Application of learned ideal observers for estimating task-based performance bounds for computed imaging systems | Journal of Medical Imaging | Kaiyan Li Umberto Villa Hua Li Mark A Anastasio | 2024/3/1 |
Learned full waveform inversion incorporating task information for ultrasound computed tomography | IEEE Transactions on Computational Imaging | Luke Lozenski Hanchen Wang Fu Li Mark Anastasio Brendt Wohlberg | 2024/1/9 |
Investigation of a learned image reconstruction method for three-dimensional quantitative photoacoustic tomography of the breast | Refik Mert Cam Seonyeong Park Umberto Villa Mark A Anastasio | 2024/3/12 | |
High-throughput photoacoustic tomography by integrated robotics and automation | Nathanael Marshall Hans-Peter Brecht Weylan Thompson Dylan J Lawrence Vanessa Marshall | 2024/3/12 | |
An Efficient Implementation of the Spherical Radon Transform with Cylindrical Apertures | arXiv preprint arXiv:2402.15641 | Luke Lozenski Refik Mert Cam Mark A Anastasio Umberto Villa | 2024/2/23 |
Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning | Journal of Computational Physics | Thomas O'Leary-Roseberry Peng Chen Umberto Villa Omar Ghattas | 2024 |
Self-supervised learning based on StyleGAN for medical image classification on small labeled dataset | Zong Fan Zhimin Wang Chaojie Zhang Muzaffer Özbey Umberto Villa | 2024/4/2 | |
Learning a semi-analytic reconstruction method for photoacoustic computed tomography with hemispherical measurement geometries | Panpan Chen Seonyeong Park Refik Mert Cam Hsuan-Kai Huang Umberto Villa | 2024/3/12 | |
Democratizing Uncertainty Quantification | arXiv preprint arXiv:2402.13768 | Linus Seelinger Anne Reinarz Mikkel B Lykkegaard Amal Mohammed A Alghamdi David Aristoff | 2024/2/21 |
Bayesian Cramér-Rao bound optimization of the illumination pattern in quantitative photoacoustic computed tomography | Evan D Scope Crafts Mark A Anastasio Umberto Villa | 2024/4/1 | |
Dynamic image reconstruction to monitor tumor vascular perfusion in small animals using 3D photoacoustic computed-tomography imagers with rotating gantries | Refik Mert Cam Chao Wang Seonyeong Park Weylan Thompson Sergey A Ermilov | 2023/3/9 | |
Data driven methods for ultrasound computed tomography | Luke Lozenski Hanchen Wang Brendt Wohlberg Umberto Villa Youzuo Lin | 2023/4/7 | |
Stochastic three-dimensional numerical phantoms to enable computational studies in quantitative optoacoustic computed tomography of breast cancer | Journal of Biomedical Optics | Seonyeong Park Umberto Villa Fu Li Refik Mert Cam Alexander A Oraevsky | 2023/6/1 |
Investigating the use of traveltime and reflection tomography for deep learning-based sound-speed estimation in ultrasound computed tomography | arXiv preprint arXiv:2311.10193 | Gangwon Jeong Fu Li Umberto Villa Mark A Anastasio | 2023/11/16 |
Co-Authors
