Matthew Holden

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Bayesian Approaches

Breast Ultrasound

Image Classification

Top Venues

IEEE Signal Process. Lett.

Medical Image Anal.

SIAM J. Imaging Sci.

Publications

Savvas Melidonis, Matthew Holden, Yoann Altmann, Marcelo Pereyra, Konstantinos C. Zygalakis
Empirical Bayesian Imaging With Large-Scale Push-Forward Generative Priors. IEEE Signal Process. Lett. 31 (2024)
Bining Long, Yanran Guan, Matthew Holden
A Two-Stage Neural Network Model for Breast Ultrasound Image Classification. BIBE (2023)
Kun Yuan, Matthew Holden, Shijian Gao, Won-Sook Lee
Anticipation for surgical workflow through instrument interaction and recognized Signals. Medical Image Anal. 82 (2022)
Matthew Holden, Marcelo Pereyra, Konstantinos C. Zygalakis
Bayesian Imaging with Data-Driven Priors Encoded by Neural Networks. SIAM J. Imaging Sci. 15 (2) (2022)
Kun Yuan, Matthew Holden, Shijian Gao, Won-Sook Lee
Surgical Workflow Anticipation Using Instrument Interaction. MICCAI (4) (2021)
Matthew Holden, Marcelo Pereyra, Konstantinos C. Zygalakis
Bayesian Imaging With Data-Driven Priors Encoded by Neural Networks: Theory, Methods, and Algorithms. CoRR (2021)