Explanations of Machine Learning Models in Repeated Nested Cross-Validation: An Application in Age Prediction Using Brain Complexity Features by Riccardo Scheda, 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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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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Central modulation of parasympathetic outflow is impaired in de novo Parkinson's disease patients. by Carlo Tessa, Nicola Toschi, Stefano Orsolini, Gaetano Valenza, Claudio Lucetti, Riccardo Barbieri, 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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Mapping cortical degeneration in ALS with magnetization transfer ratio and voxel-based morphometry. by Mirco Cosottini, Paolo Cecchi, Selina Piazza, Ilaria Pesaresi, Serena Fabbri, Stefano Diciotti, Mario Mascalchi, Gabriele Siciliano, Ubaldo Bonuccelli

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MR scanner systems should be adequately characterized in diffusion-MRI of the breast. by Marco Giannelli, Roberto Sghedoni, Chiara Iacconi, Mauro Iori, Antonio Claudio Traino, Maria Guerrisi, Mario Mascalchi, Nicola Toschi, Stefano Diciotti

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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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CT-based weight assessment of lung lobes: comparison with ex vivo measurements by Nicola Sverzellati, Jan-Martin Kuhnigk, Simone Furia, Stefano Diciotti, Paolo Scanagatta, Alfonso Marchianò, Francesco Molinari, Christina Stoecker, Ugo Pastorino

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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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Intra- and interoperator variability of lobar pulmonary volumes and emphysema scores in patients with chronic obstructive pulmonary disease and emphysema: comparison of manual and... by Francesco Molinari, Tommaso Pirronti, Nicola Sverzellati, Stefano Diciotti, Michele Amato, Guglielmo Paolantonio, Luigia Gentile, George K. Parapatt, Francesco D’Argento, Jan-Martin Kuhnigk

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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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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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Unbalanced Occlusion Modifies the Pattern of Brain Activity During Execution of a Finger to Thumb Motor Task by Maria Paola Tramonti Fantozzi, Stefano Diciotti, Carlo Tessa, Barbara Castagna, Daniele Chiesa, Massimo Barresi, Giulio Ravenna, Ugo Faraguna, Ugo Faraguna, Claudio Vignali, Vincenzo De Cicco, Diego Manzoni

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Lung Cancer Screening with Low-Dose CT: What We Have Learned in Two Decades of ITALUNG and What Is Yet to Be Addressed by Mario Mascalchi, Giulia Picozzi, Donella Puliti, Stefano Diciotti, Annalisa Deliperi, Chiara Romei, Fabio Falaschi, Francesco Pistelli, Michela Grazzini, Letizia Vannucchi, Simonetta Bisanzi, Marco Zappa, Giuseppe Gorini, Francesca Maria Carozzi, Laura Carrozzi, Eugenio Paci

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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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