Efficacy of MRI data harmonization in the age of machine learning: a multicenter study across 36 datasets by Chiara Marzi, Marco Giannelli, Andrea Barucci, Carlo Tessa, Mario Mascalchi, Stefano Diciotti

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Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy by Jelena Trajkovic, Francesco Di Gregorio, Francesca Ferri, Chiara Marzi, Stefano Diciotti, Vincenzo Romei

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Longitudinal study of the effect of a 5-year exercise intervention on structural brain complexity in older adults. A Generation 100 substudy by Jasmine Pani, Chiara Marzi, Dorthe Stensvold, Ulrik Wisløff, Asta Kristine Håberg, Stefano Diciotti

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A Voxel-Based Assessment of Noise Properties in Computed Tomography Imaging with the ASiR-V and ASiR Iterative Reconstruction Algorithms by Patrizio Barca, Daniela Marfisi, Chiara Marzi, Sabino Cozza, Stefano Diciotti, Antonio Claudio Traino, Marco Giannelli

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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 by Leonardo Pantoni, Chiara Marzi, Anna Poggesi, Antonio Giorgio, Nicola De Stefano, Mario Mascalchi, Domenico Inzitari, Emilia Salvadori, Stefano Diciotti

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Effect of data leakage in brain MRI classification using 2D convolutional neural networks by Ekin Yagis, Selamawet Workalemahu Atnafu, Alba García Seco de Herrera, Chiara Marzi, Riccardo Scheda, Marco Giannelli, Carlo Tessa, Luca Citi, Stefano Diciotti

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Histogram analysis of DTI-derived indices reveals pontocerebellar degeneration and its progression in SCA2. by Mario Mascalchi, Chiara Marzi, Marco Giannelli, Stefano Ciulli, Andrea Bianchi, Andrea Ginestroni, Carlo Tessa, Emanuele Nicolai, Marco Aiello, Elena Salvatore, Andrea Soricelli, Stefano Diciotti

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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 leukoaraios... by Chiara Marzi, Riccardo Scheda, Emilia Salvadori, Antonio Giorgio, Nicola De Stefano, Anna Poggesi, Domenico Inzitari, Leonardo Pantoni, Mario Mascalchi, Mario Mascalchi, Stefano Diciotti, Stefano Diciotti

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Collinearity and Dimensionality Reduction in Radiomics: Effect of Preprocessing Parameters in Hypertrophic Cardiomyopathy Magnetic Resonance T1 and T2 Mapping by Chiara Marzi, Daniela Marfisi, Andrea Barucci, Jacopo Del Meglio, Alessio Lilli, Claudio Vignali, Mario Mascalchi, Giancarlo Casolo, Stefano Diciotti, Antonio Claudio Traino, Carlo Tessa, Marco Giannelli

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Machine and Deep Learning Prediction Of Prostate Cancer Aggressiveness Using Multiparametric MRI by Elena Bertelli, Laura Mercatelli, Chiara Marzi, Eva Pachetti, Eva Pachetti, Michela Baccini, Michela Baccini, Andrea Barucci, Sara Colantonio, Luca Gherardini, Lorenzo Lattavo, Maria Antonietta Pascali, Simone Agostini, Vittorio Miele

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Impact of seed amplification assay and surface-enhanced Raman spectroscopy combined approach on the clinical diagnosis of Alzheimer’s disease by Cristiano D’Andrea, Federico Angelo Cazzaniga, Edoardo Bistaffa, Andrea Barucci, Marella de Angelis, Martina Banchelli, Edoardo Farnesi, Panagis Polykretis, Chiara Marzi, Antonio Indaco, Pietro Tiraboschi, Giorgio Giaccone, Paolo Matteini, Fabio Moda

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Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy by Daniela Marfisi, Carlo Tessa, Chiara Marzi, Jacopo Del Meglio, Stefania Linsalata, Rita Borgheresi, Alessio Lilli, Riccardo Lazzarini, Luca Salvatori, Claudio Vignali, Andrea Barucci, Mario Mascalchi, Giancarlo Casolo, Stefano Diciotti, Antonio Claudio Traino, Marco Giannelli

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The Role of Extracellular Matrix and Inflammation in the Stratification of Bleeding and Thrombotic Risk of Atrial Fibrillation on Oral Anticoagulant Therapy: Insights from Strat-Af... by Francesco Alfano, Francesca Cesari, Anna Maria Gori, Martina Berteotti, Emilia Salvadori, Betti Giusti, Alessia Bertelli, Ada Kura, Carmen Barbato, Benedetta Formelli, Francesca Pescini, Enrico Fainardi, Stefano Chiti, Chiara Marzi, Stefano Diciotti, Rossella Marcucci, Anna Poggesi

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Role of Biological Markers for Cerebral Bleeding Risk STRATification in Patients with Atrial Fibrillation on Oral Anticoagulants for Primary or Secondary Prevention of Ischemic Str... by Anna Poggesi, Carmen Barbato, Francesco Galmozzi, Eleonora Camilleri, Francesca Cesari, Stefano Chiti, Stefano Diciotti, Silvia Galora, Betti Giusti, Anna Maria Gori, Chiara Marzi, Anna Melone, Damiano Mistri, Francesca Pescini, Giovanni Pracucci, Valentina Rinnoci, Cristina Sarti, Enrico Fainardi, Rossella Marcucci, Emilia Salvadori

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Can CHA2DS2-VASc and HAS–BLED Foresee the Presence of Cerebral Microbleeds, Lacunar and Non-Lacunar Infarcts in Elderly Patients With Atrial Fibrillation? Data From Strat–AF Study... by Elisa Bianconi, Giulia Del Freo, Emilia Salvadori, Carmen Barbato, Carmen Barbato, Benedetta Formelli, Francesca Pescini, Giovanni Pracucci, Cristina Sarti, Cristina Sarti, Francesca Cesari, Stefano Chiti, Stefano Diciotti, Anna Maria Gori, Anna Maria Gori, Chiara Marzi, Enrico Fainardi, Betti Giusti, Betti Giusti, Rossella Marcucci, Rossella Marcucci, Bruno Bertaccini, Anna Poggesi, Anna Poggesi, Anna Poggesi

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Association Between Motor and Cognitive Performances in Elderly With Atrial Fibrillation: Strat-AF Study by Emilia Salvadori, Francesco Galmozzi, Francesca Uda, Carmen Barbato, Carmen Barbato, Eleonora Camilleri, Eleonora Camilleri, Francesca Cesari, Stefano Chiti, Stefano Diciotti, Samira Donnini, Benedetta Formelli, Silvia Galora, Silvia Galora, Betti Giusti, Betti Giusti, Anna Maria Gori, Anna Maria Gori, Chiara Marzi, Anna Melone, Damiano Mistri, Francesca Pescini, Giovanni Pracucci, Valentina Rinnoci, Cristina Sarti, Cristina Sarti, Enrico Fainardi, Rossella Marcucci, Rossella Marcucci, Anna Poggesi, Anna Poggesi, Anna Poggesi

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NAVIGATOR: an Italian regional imaging biobank to promote precision medicine for oncologic patients by Rita Borgheresi, Andrea Barucci, Sara Colantonio, Gayane Aghakhanyan, Massimiliano Assante, Elena Bertelli, Emanuele Carlini, Roberto Carpi, Claudia Caudai, Diletta Cavallero, Dania Cioni, Roberto Cirillo, Valentina Colcelli, Andrea Dell’Amico, Domnico Di Gangi, Paola Anna Erba, Lorenzo Faggioni, Zeno Falaschi, Michela Gabelloni, Rosa Gini, Lucio Lelii, Pietro Liò, Antonio Lorito, Silvia Lucarini, Paolo Manghi, Francesco Mangiacrapa, Chiara Marzi, Maria Antonietta Mazzei, Laura Mercatelli, Antonella Mirabile, Francesco Mungai, Vittorio Miele, Maristella Olmastroni, Pasquale Pagano, Fabiola Paiar, Giancarlo Panichi, Maria Antonietta Pascali, Filippo Pasquinelli, Jorge Eduardo Shortrede, Lorenzo Tumminello, Luca Volterrani, Emanuele Neri, on behalf of the NAVIGATOR Consortium Group

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