Umberto Villa

EngineeringMedicineDecision Sciences

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 7%percentile

0.104Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

3D Numerical Breast Phantoms and Ring-Array USCT measurements (3 rings)

Harvard Dataverse(2023)10.7910/dvn/8jvlae

Top 78%

0.104DataRank

Top 78%1 citations

Umberto Villa, Li Fu

Papers

Driven by 25 papers — median percentile 22. Top paper: “3D Numerical Breast Phantoms and Ring-Array USCT measurements (3 rings)”.

3D Numerical Breast Phantoms and Ring-Array USCT measurements (3 rings)

Harvard Dataverse(2023)10.7910/dvn/8jvlae

Top 78%

0.104DataRank

Top 78%1 citations

Umberto Villa, Li Fu

Normalization of optical fluence distribution for three-dimensional functional optoacoustic tomography of the breast

Journal of Biomedical Optics(2022)10.1117/1.jbo.27.3.036001

N/A

0DataRank · unranked

18 citations

Frank J. Brooks, Umberto Villa, Richard Su, Mark A. Anastasio, Alexander A. Oraevsky +1 more

Computing a projection operator onto the null space of a linear imaging operator: tutorial

Journal of the Optical Society of America A(2022)10.1364/josaa.443443

N/A

0DataRank · unranked

5 citations

Jason Granstedt, Umberto Villa, Mark A. Anastasio, Joseph Kuo

Stochastic three-dimensional numerical phantoms to enable computational studies in quantitative optoacoustic computed tomography of breast cancer

Journal of Biomedical Optics(2023)10.1117/1.jbo.28.6.066002

N/A

0DataRank · unranked

19 citations

Umberto Villa, Fu Li, Refik Mert Cam, Alexander A. Oraevsky, Mark A. Anastasio +1 more

Ideal Observer Computation by Use of Markov-Chain Monte Carlo With Generative Adversarial Networks

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3304907

N/A

0DataRank · unranked

11 citations

Umberto Villa, Mark A. Anastasio, Weimin Zhou

A Forward Model Incorporating Elevation-Focused Transducer Properties for 3-D Full-Waveform Inversion in Ultrasound Computed Tomography

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control(2023)10.1109/tuffc.2023.3313549

N/A

0DataRank · unranked

12 citations

Umberto Villa, Nebojsa Duric, Mark A. Anastasio, Fu Li

Investigating the Use of Traveltime and Reflection Tomography for Deep Learning-Based Sound-Speed Estimation in Ultrasound Computed Tomography

arXiv (Cornell University)(2023)10.48550/arxiv.2311.10193

N/A

0DataRank · unranked

1 citations

Fu Li, Mitcham, Trevor M., Umberto Villa, Duric, Nebojsa, Mark A. Anastasio +1 more

Ideal Observer Computation by Use of Markov-Chain Monte Carlo with Generative Adversarial Networks

arXiv (Cornell University)(2023)10.48550/arxiv.2304.00433

N/A

0DataRank · unranked

0 citations

Umberto Villa, Mark A. Anastasio, Weimin Zhou

Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography

arXiv (Cornell University)(2023)10.48550/arxiv.2308.16290

N/A

0DataRank · unranked

0 citations

Hanchen Wang, Fu Li, Mark A. Anastasio, Brendt Wohlberg, Youzuo Lin +2 more

Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography

IEEE Transactions on Computational Imaging(2024)10.1109/tci.2024.3351529

N/A

0DataRank · unranked

14 citations

Hanchen Wang, Fu Li, Mark A. Anastasio, Brendt Wohlberg, Youzuo Lin +2 more

Full-Wave Image Reconstruction in Transcranial Photoacoustic Computed Tomography Using a Finite Element Method

IEEE Transactions on Medical Imaging(2024)10.1109/tmi.2024.3456595

N/A

0DataRank · unranked

10 citations

Hsuan‐Kai Huang, Karteekeya Sastry, Peng Hu, Xin Tong, Joseph Kuo +6 more

Investigating the Use of Traveltime and Reflection Tomography for Deep Learning-Based Sound-Speed Estimation in Ultrasound Computed Tomography

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control(2024)10.1109/tuffc.2024.3459391

N/A

0DataRank · unranked

7 citations

Fu Li, Trevor Mitcham, Umberto Villa, Nebojsa Duric, Mark A. Anastasio +1 more

Spatiotemporal image reconstruction to enable high-frame-rate dynamic photoacoustic tomography with rotating-gantry volumetric imagers

Journal of Biomedical Optics(2024)10.1117/1.jbo.29.s1.s11516

N/A

0DataRank · unranked

5 citations

Chao Wang, Weylan Thompson, Sergey A. Ermilov, Mark A. Anastasio, Umberto Villa +1 more

ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction

IEEE Transactions on Computational Imaging(2024)10.1109/tci.2024.3458397

N/A

0DataRank · unranked

5 citations

Refik Mert Çam, Mark D. Pagel, Mark A. Anastasio, Umberto Villa, Luke Lozenski

Optimizing quantitative photoacoustic imaging systems: the Bayesian Cramér–Rao bound approach

Inverse Problems(2024)10.1088/1361-6420/ad910a

N/A

0DataRank · unranked

3 citations

Mark A. Anastasio, Umberto Villa, Evan Scope Crafts

Application of learned ideal observers for estimating task-based performance bounds for computed imaging systems

Journal of Medical Imaging(2024)10.1117/1.jmi.11.2.026002

N/A

0DataRank · unranked

2 citations

Umberto Villa, Hua Li, Mark A. Anastasio, Kaiyan Li

ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction

arXiv (Cornell University)(2024)10.48550/arxiv.2403.03860

N/A

0DataRank · unranked

0 citations

Refik Mert Çam, Pagel, Mark D., Mark A. Anastasio, Umberto Villa, Luke Lozenski

Learning a stable approximation of an existing but unknown inverse mapping: application to the half-time circular Radon transform

Inverse Problems(2024)10.1088/1361-6420/ad4f0a

N/A

0DataRank · unranked

0 citations

Umberto Villa, Mark A. Anastasio, Refik Mert Çam

Revisiting the joint estimation of initial pressure and speed-of-sound distributions in photoacoustic computed tomography with consideration of canonical object constraints

arXiv (Cornell University)(2024)10.48550/arxiv.2410.04278

N/A

0DataRank · unranked

0 citations

Umberto Villa, Mark A. Anastasio, Gangwon Jeong

Fast aberration correction in 3D transcranial photoacoustic computed tomography via a learning-based image reconstruction method

Photoacoustics(2025)10.1016/j.pacs.2025.100698

N/A

0DataRank · unranked

5 citations

Joseph Kuo, Yang Zhang, Yousuf Aborahama, Manxiu Cui, Karteekeya Sastry +5 more

Revisiting the joint estimation of initial pressure and speed-of-sound distributions in photoacoustic computed tomography with consideration of canonical object constraints

Photoacoustics(2025)10.1016/j.pacs.2025.100700

N/A

0DataRank · unranked

5 citations

Umberto Villa, Mark A. Anastasio, Gangwon Jeong

Application of a virtual imaging framework for investigating a deep learning-based reconstruction method for 3D quantitative photoacoustic computed tomography

Photoacoustics(2025)10.1016/j.pacs.2025.100792

N/A

0DataRank · unranked

1 citations

Seonyeong Park, Umberto Villa, Mark A. Anastasio, Refik Mert Cam

Learned Correction Methods for Ultrasound Computed Tomography Imaging Using Simplified Physics Models

arXiv (Cornell University)(2025)10.48550/arxiv.2502.09546

N/A

0DataRank · unranked

0 citations

Hanchen Wang, Li Fu, Mark A. Anastasio, Brendt Wohlberg, Youzuo Lin +2 more

3-D Stochastic Numerical Breast Phantoms for Enabling Virtual Imaging Trials of Ultrasound Computed Tomography

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control(2021)10.1109/tuffc.2021.3112544

N/A

0DataRank · unranked

45 citations

Umberto Villa, Seonyeong Park, Mark A. Anastasio, Fu Li

Benchmarking Diffusion Annealing-Based Bayesian Inverse Problem Solvers

IEEE Open Journal of Signal Processing(2025)10.1109/ojsp.2025.3597867

N/A

0DataRank · unranked

0 citations

Umberto Villa, Evan Scope Crafts

Umberto Villa

Indexed papers

Top data-sharing exemplar

Papers