Matteo Cencini

According to our database, Matteo Cencini authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

StoDIP: Efficient 3D MRF Image Reconstruction with Deep Image Priors and Stochastic Iterations.

Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, Mohammad Golbabaee

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Deep Image Priors for Magnetic Resonance Fingerprinting with Pretrained Bloch-Consistent Denoising Autoencoders.

Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti, Mohammad Golbabaee

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2022

Evaluation of iron overload in nigrosome 1 via quantitative susceptibility mapping as a progression biomarker in prodromal stages of synucleinopathies.

Marta Lancione, Graziella Donatelli, Eleonora Del Prete, Nicole Campese, Daniela Frosini, Matteo Cencini, Mauro Costagli, Laura Biagi, Giacomo Lucchi, Michela Tosetti, Massimiliano Godani, Dario Arnaldi, Michele Terzaghi, Federica Provini, Claudio Pacchetti, Pietro Cortelli, Enrica Bonanni, Roberto Ceravolo, Mirco Cosottini

NeuroImage, 2022

Learning residual motion correction for fast and robust 3D multiparametric MRI.

Carolin M. Pirkl, Matteo Cencini, Jan W. Kurzawski, Diana Waldmannstetter, Hongwei Li, Anjany Sekuboyina, Sebastian Endt, Luca Peretti, Graziella Donatelli, Rosa Pasquariello, Mauro Costagli, Guido Buonincontri, Michela Tosetti, Marion I. Menzel, Bjoern H. Menze

Medical Image Anal., 2022

2021

Three dimensional MRF obtains highly repeatable and reproducible multi-parametric estimations in the healthy human brain at 1.5T and 3T.

Guido Buonincontri, Jan W. Kurzawski, Joshua D. Kaggie, Tomasz Matys, Ferdia A. Gallagher, Matteo Cencini, Graziella Donatelli, Paolo Cecchi, Mirco Cosottini, Nicola Martini, Francesca Frijia, Domenico Montanaro, Pedro A. Gómez, Rolf F. Schulte, Alessandra Retico, Michela Tosetti

NeuroImage, 2021

Residual learning for 3D motion corrected quantitative MRI: Robust clinical T1, T2 and proton density mapping.

Carolin M. Pirkl, Matteo Cencini, Jan W. Kurzawski, Diana Waldmannstetter, Hongwei Li, Anjany Sekuboyina, Sebastian Endt, Luca Peretti, Graziella Donatelli, Rosa Pasquariello, Michela Tosetti, Mauro Costagli, Guido Buonincontri, Marion I. Menzel, Bjoern H. Menze

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021