| Effect of data leakage in brain MRI classification using 2D convolutional neural networks E Yagis, SW Atnafu, A García Seco de Herrera, C Marzi, R Scheda, ... Scientific reports 11 (1), 22544, 2021 | 76 | 2021 |
| 3d Convolutional neural networks for diagnosis of alzheimer's disease via structural mri E Yagis, L Citi, S Diciotti, C Marzi, SW Atnafu, AGS De Herrera 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020 | 57 | 2020 |
| Machine and deep learning prediction of prostate cancer aggressiveness using multiparametric MRI E Bertelli, L Mercatelli, C Marzi, E Pachetti, M Baccini, A Barucci, ... Frontiers in oncology 11, 802964, 2022 | 49 | 2022 |
| Fractal dimension of cerebral white matter: A consistent feature for prediction of the cognitive performance in patients with small vessel disease and mild cognitive impairment L Pantoni, C Marzi, A Poggesi, A Giorgio, N De Stefano, M Mascalchi, ... NeuroImage: Clinical 24, 101990, 2019 | 41 | 2019 |
| Toward a more reliable characterization of fractal properties of the cerebral cortex of healthy subjects during the lifespan C Marzi, M Giannelli, C Tessa, M Mascalchi, S Diciotti Scientific reports 10 (1), 16957, 2020 | 37 | 2020 |
| Brain structure and degeneration staging in Friedreich ataxia: magnetic resonance imaging volumetrics from the ENIGMA‐ataxia working group IH Harding, S Chopra, F Arrigoni, S Boesch, A Brunetti, S Cocozza, ... Annals of Neurology 90 (4), 570-583, 2021 | 34 | 2021 |
| Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy J Trajkovic, F Di Gregorio, F Ferri, C Marzi, S Diciotti, V Romei Scientific Reports 11 (1), 10379, 2021 | 33 | 2021 |
| Structural complexity of the cerebellum and cerebral cortex is reduced in spinocerebellar ataxia type 2 C Marzi, S Ciulli, M Giannelli, A Ginestroni, C Tessa, M Mascalchi, ... Journal of Neuroimaging 28 (6), 688-693, 2018 | 32 | 2018 |
| Histogram analysis of DTI-derived indices reveals pontocerebellar degeneration and its progression in SCA2 M Mascalchi, C Marzi, M Giannelli, S Ciulli, A Bianchi, A Ginestroni, ... PLoS One 13 (7), e0200258, 2018 | 22 | 2018 |
| Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set C Marzi, A d'Ambrosio, S Diciotti, A Bisecco, M Altieri, M Filippi, MA Rocca, ... Human Brain Mapping 44 (1), 186-202, 2023 | 20 | 2023 |
| Longitudinal study of the effect of a 5-year exercise intervention on structural brain complexity in older adults. A Generation 100 substudy J Pani, C Marzi, D Stensvold, U Wisløff, AK Håberg, S Diciotti NeuroImage 256, 119226, 2022 | 15 | 2022 |
| Fractal analysis of MRI data at 7 T: how much complex is the cerebral cortex? C Marzi, M Giannelli, C Tessa, M Mascalchi, S Diciotti IEEE Access 9, 69226-69234, 2021 | 13 | 2021 |
| Efficacy of MRI data harmonization in the age of machine learning: a multicenter study across 36 datasets C Marzi, M Giannelli, A Barucci, C Tessa, M Mascalchi, S Diciotti Scientific Data 11 (1), 115, 2024 | 11 | 2024 |
| NAVIGATOR: an Italian regional imaging biobank to promote precision medicine for oncologic patients R Borgheresi, A Barucci, S Colantonio, G Aghakhanyan, M Assante, ... European radiology experimental 6 (1), 53, 2022 | 11 | 2022 |
| Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy D Marfisi, C Tessa, C Marzi, J Del Meglio, S Linsalata, R Borgheresi, ... Scientific Reports 12 (1), 10186, 2022 | 10 | 2022 |
| Impact of seed amplification assay and surface-enhanced Raman spectroscopy combined approach on the clinical diagnosis of Alzheimer’s disease C D’Andrea, FA Cazzaniga, E Bistaffa, A Barucci, M de Angelis, ... Translational Neurodegeneration 12 (1), 35, 2023 | 9 | 2023 |
| Role of biological markers for cerebral bleeding risk STRATification in patients with atrial fibrillation on oral anticoagulants for primary or secondary prevention of ischemic … A Poggesi, C Barbato, F Galmozzi, E Camilleri, F Cesari, S Chiti, S Diciotti, ... Medicina 55 (10), 626, 2019 | 9 | 2019 |
| Collinearity and dimensionality reduction in Radiomics: effect of preprocessing parameters in hypertrophic cardiomyopathy magnetic resonance T1 and T2 mapping C Marzi, D Marfisi, A Barucci, J Del Meglio, A Lilli, C Vignali, M Mascalchi, ... Bioengineering 10 (1), 80, 2023 | 8 | 2023 |
| Fractal dimension of the cortical gray matter outweighs other brain MRI features as a predictor of transition to dementia in patients with mild cognitive impairment and … C Marzi, R Scheda, E Salvadori, A Giorgio, N De Stefano, A Poggesi, ... Frontiers in Human Neuroscience 17, 1231513, 2023 | 7 | 2023 |
| Pulmonary emphysema and coronary artery calcifications at baseline LDCT and long-term mortality in smokers and former smokers of the ITALUNG screening trial M Mascalchi, C Romei, C Marzi, S Diciotti, G Picozzi, F Pistelli, M Zappa, ... European Radiology 33 (5), 3115-3123, 2023 | 7 | 2023 |
