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 004; Anjany Sekuboyina; Sebastian Endt; Luca Peretti; Graziella Donatelli; Rosa Pasquariello; Michela Tosetti; Mauro Costagli; et al. (MIDL, 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; et al. (NeuroImage, 2021)

Learning residual motion correction for fast and robust 3D multiparametric MRI. - Carolin M. Pirkl; Matteo Cencini; Jan W. Kurzawski; Diana Waldmannstetter; Hongwei Li 004; Anjany Sekuboyina; Sebastian Endt; Luca Peretti; Graziella Donatelli; Rosa Pasquariello; Mauro Costagli; Guido Buonincontri; et al. (Medical Image Anal., 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; et al. (NeuroImage, 2022)

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 (ISBI, 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 (MLMI@MICCAI (2), 2024)

MRI-NUFFT: Doing non-Cartesian MRI has never been easier. - Pierre-Antoine Comby; Guillaume Daval-Frerot; Caini Pan; Asma Tanabene; Léna Oudjman; Matteo Cencini; Philippe Ciuciu; Chaithya G. R. (J. Open Source Softw., 2025)