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IEEE Journal of Biomedical and Health Informatics|June 30, 2026
NeuroBooster: a domain-informed self-supervised learning paradigm tailored for brain MRI analysisAndrea Espis, Chiara Marzi, Stefano DiciottiScientific Reports|September 2, 2025
Comparative analysis of supervised and self-supervised learning with small and imbalanced medical imaging datasetsAndrea Espis, Chiara Marzi, Stefano DiciottiAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 3, 2025
Self-supervised and supervised learning in medical imaging classification: addressing the hidden bias of workflow designAndrea Espis, Chiara Marzi, Stefano DiciottiScientific Reports|October 1, 2025
High-resolution conditional MR image synthesis through the PACGAN frameworkMatteo Lai, Chiara Marzi, Luca Citi, et al.Scientific Reports|October 13, 2020
Toward a more reliable characterization of fractal properties of the cerebral cortex of healthy subjects during the lifespanChiara Marzi, Marco Giannelli, Carlo Tessa, et al.Scientific Data|January 23, 2024
Efficacy of MRI data harmonization in the age of machine learning: a multicenter study across 36 datasetsChiara Marzi, Marco Giannelli, Andrea Barucci, et al.Scientific Reports|May 18, 2021
Resting state alpha oscillatory activity is a valid and reliable marker of schizotypyJelena Trajkovic, Francesco Di Gregorio, Francesca Ferri, et al.Neuroimage|April 21, 2022
Longitudinal study of the effect of a 5-year exercise intervention on structural brain complexity in older adults. A Generation 100 substudyJasmine Pani, Chiara Marzi, Dorthe Stensvold, et al.Journal of Neuroimaging : Official Journal of the American Society of Neuroimaging|July 6, 2018
Structural Complexity of the Cerebellum and Cerebral Cortex is Reduced in Spinocerebellar Ataxia Type 2Chiara Marzi, Stefano Ciulli, Marco Giannelli, et al.Neuroimage. Clinical|September 7, 2019
Fractal dimension of cerebral white matter: A consistent feature for prediction of the cognitive performance in patients with small vessel disease and mild cognitive impairmentLeonardo Pantoni, Chiara Marzi, Anna Poggesi, et al.Pageof 14