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Umberto Villa

20 papers hereh-index 9328 citations70 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author14
  • last author5

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • physics.med-ph9
  • eess.IV5
  • cs.LG2
  • cond-mat.soft1
  • cs.CE1
  • math.NA1
same name
  • Umberto Villa — 8 papers, h 8
  • Umberto Villa — 3 papers, h 2
  • Umberto Villa — 2 papers, h 2
  • Umberto Villa — 2 papers, h 2
  • Umberto Villa — 2 papers, h 1
  • Umberto Villa — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20112026
most cited3-D Stochastic Numerical Breast Phantoms for Enabling Virtual Imaging Trials of Ultrasound Computed Tomography

49 citations · 79 across the 17 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

A Learning-based Framework for Spatial Impulse Response Compensation in 3D Photoacoustic Computed Tomography

Kaiyi Yang, Seonyeong Park, Gangwon Jeong +4

Photoacoustic computed tomography (PACT) is a promising imaging modality that combines the advantages of optical contrast with ultrasound detection. Utilizing ultrasound transducer…

cs.LG2024★ 1 cited

Survey of Deep Learning and Physics-Based Approaches in Computational Wave Imaging

Youzuo Lin, Shihang Feng, James Theiler +7

Computational wave imaging (CWI) extracts hidden structure and physical properties of a volume of material by analyzing wave signals that traverse that volume. Applications include…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.