Matteo Figini

21 papers Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayesian Uncertainty-Aware MRI Reconstruction.
CoRR
Ahmed Karam Eldaly, Matteo Figini, Daniel C. Alexander
2026 J jnl
MPFlow: Multi-modal Posterior-Guided Flow Matching for Zero-Shot MRI Reconstruction.
CoRR
Seunghoi Kim, Chen Jin, Henry F. J. Tregidgo, Matteo Figini, Daniel C. Alexander
2025 J jnl
HalluGen: Synthesizing Realistic and Controllable Hallucinations for Evaluating Image Restoration.
CoRR
Seunghoi Kim, Henry F. J. Tregidgo, Chen Jin, Matteo Figini, Daniel C. Alexander
2025 — conf
Tackling Hallucination from Conditional Models for Medical Image Reconstruction with DynamicDPS.
MICCAI (4)
Seunghoi Kim, Henry F. J. Tregidgo, Matteo Figini, Chen Jin, Sarang Joshi, Daniel C. Alexander
2025 J jnl
Tackling Hallucination from Conditional Models for Medical Image Reconstruction with DynamicDPS.
CoRR
Seunghoi Kim, Henry F. J. Tregidgo, Matteo Figini, Chen Jin, Sarang Joshi, Daniel C. Alexander
2024 J jnl
Alternative Learning Paradigms for Image Quality Transfer.
CoRR
Ahmed Karam Eldaly, Matteo Figini, Daniel C. Alexander
2024 — conf
Image Quality Transfer of Diffusion MRI Guided By High-Resolution Structural MRI.
CDMRI@MICCAI
Alp G. Cicimen, Henry F. J. Tregidgo, Matteo Figini, Eirini Messaritaki, Carolyn B. McNabb, Marco Palombo, C. John Evans, Mara Cercignani, Derek K. Jones, Daniel C. Alexander
2024 — conf
Tackling Structural Hallucination in Image Translation with Local Diffusion.
ECCV (81)
Seunghoi Kim, Chen Jin, Tom Diethe, Matteo Figini, Henry F. J. Tregidgo, Asher Mullokandov, Philip Teare, Daniel C. Alexander
2024 J jnl
Tackling Structural Hallucination in Image Translation with Local Diffusion.
CoRR
Seunghoi Kim, Chen Jin, Tom Diethe, Matteo Figini, Henry F. J. Tregidgo, Asher Mullokandov, Philip Teare, Daniel C. Alexander
2023 J jnl
A 3D Conditional Diffusion Model for Image Quality Transfer - An Application to Low-Field MRI.
CoRR
Seunghoi Kim, Henry F. J. Tregidgo, Ahmed Karam Eldaly, Matteo Figini, Daniel C. Alexander
2023 J jnl
Low-field magnetic resonance image enhancement via stochastic image quality transfer.
CoRR
Hongxiang Lin, Matteo Figini, Felice D'Arco, Godwin Ogbole, Ryutaro Tanno, Stefano B. Blumberg, Lisa Ronan, Biobele J. Brown, David W. Carmichael, Ikeoluwa Lagunju, Judith Helen Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander
2023 J jnl
Low-field magnetic resonance image enhancement via stochastic image quality transfer.
Medical Image Anal.
Hongxiang Lin, Matteo Figini, Felice D'Arco, Godwin Ogbole, Ryutaro Tanno, Stefano B. Blumberg, Lisa Ronan, Biobele J. Brown, David W. Carmichael, Ikeoluwa Lagunju, Judith Helen Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander
2022 — ed.
Computational Diffusion MRI - 13th International Workshop, CDMRI 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings
CDMRI@MICCAI
Suheyla Cetin Karayumak, Daan Christiaens, Matteo Figini, Pamela Guevara, Tomasz Pieciak, Elizabeth Powell, Francois Rheault
2022 J jnl
Deformably-Scaled Transposed Convolution.
CoRR
Stefano B. Blumberg, Daniele Ravì, Mou-Cheng Xu, Matteo Figini, Iasonas Kokkinos, Daniel C. Alexander
2022 — conf
Progressive Subsampling for Oversampled Data - Application to Quantitative MRI.
MICCAI (6)
Stefano B. Blumberg, Hongxiang Lin, Francesco Grussu, Yukun Zhou, Matteo Figini, Daniel C. Alexander
2022 J jnl
Progressive Subsampling for Oversampled Data - Application to Quantitative MRI.
CoRR
Stefano B. Blumberg, Hongxiang Lin, Francesco Grussu, Yukun Zhou, Matteo Figini, Daniel C. Alexander
2021 — ed.
Computational Diffusion MRI - 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings
CDMRI@MICCAI
Suheyla Cetin Karayumak, Daan Christiaens, Matteo Figini, Pamela Guevara, Noemi G. Gyori, Vishwesh Nath, Tomasz Pieciak
2020 J jnl
Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients.
CoRR
Matteo Figini, Hongxiang Lin, Godwin Ogbole, Felice D'Arco, Stefano B. Blumberg, David W. Carmichael, Ryutaro Tanno, Enrico Kaden, Biobele J. Brown, Ikeoluwa Lagunju, Helen J. Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander
2019 — conf
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator.
MLMIR@MICCAI
Hongxiang Lin, Matteo Figini, Ryutaro Tanno, Stefano B. Blumberg, Enrico Kaden, Godwin Ogbole, Biobele J. Brown, Felice D'Arco, David W. Carmichael, Ikeoluwa Lagunju, Helen J. Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander
2019 J jnl
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator.
CoRR
Hongxiang Lin, Matteo Figini, Ryutaro Tanno, Stefano B. Blumberg, Enrico Kaden, Godwin Ogbole, Biobele J. Brown, Felice D'Arco, David W. Carmichael, Ikeoluwa Lagunju, Helen J. Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander
2014 — —
Model-based analysis of diffusion Magnetic Resonance: study of microstructural damage in white matter and gray matter diseases.
Matteo Figini