Umberto Villa

9PUBLICATIONS
18CO-AUTHORS
Computational imagingSatisfiability and optimisationStochastic analysis and modellingBiomedical imagingSemi- and unsupervised learning
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Publications (9)

|Aug 14, 2026
Context-specific image quality assessment for virtual histologic staining: checklist and guideline.

|Jun 15, 2026
Application of learned ideal observers for estimating task-based performance bounds for computed imaging systems.

|Sep 25, 2025
Benchmarking Diffusion Annealing-Based Bayesian Inverse Problem Solvers.

Evan Scope Crafts, Umberto Villa

|Nov 22, 2024
Optimizing quantitative photoacoustic imaging systems: the Bayesian Cramér-Rao bound approach.

Evan Scope Crafts, Mark A Anastasio, Umberto Villa

|Jun 27, 2024
Learning a stable approximation of an existing but unknown inverse mapping: application to the half-time circular Radon transform.

Refik Mert Cam, Umberto Villa, Mark A Anastasio

|Jun 05, 2024
Volcanic arc rigidity variations illuminated by coseismic deformation of the 2011 Tohoku-oki M9.

Simone Puel, Thorsten W Becker, Umberto Villa

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Frequent Collaborators

5 joint publications

Mark A Anastasio

2 joint publications

Evan Scope Crafts

1 joint publications

Fadeel S Khan

1 joint publications

Mia K Markey