DICIOTTI, STEFANO
DICIOTTI, STEFANO
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Docenti di ruolo di IIa fascia
Artificial intelligence propels lung cancer screening: innovations and the challenges of explainability and reproducibility
2025 Mascalchi, M.; Marzi, C.; Diciotti, S.
Sudden cardiac arrest prediction via deep learning electrocardiogram analysis
2025 Oberdier, Mt; Neri, L; Orro, A; Carrick, Rt; Nobile, Ms; Jaipalli, S; Khan, M; Diciotti, S; Borghi, C; Halperin, Hr
The Pattern and Stages of Atrophy in Spinocerebellar Ataxia Type 2: Volumetrics from ENIGMA-Ataxia
2025 Robertson, J. W.; Adanyeguh, I.; Bender, B.; Boesch, S.; Brunetti, A.; Cocozza, S.; Coutinho, L.; Deistung, A.; Diciotti, S.; Dogan, I.; Durr, A.; Fernandez-Ruiz, J.; Goricke, S. L.; Grisoli, M.; Han, S.; Mariotti, C.; Marzi, C.; Mascalchi, M.; Mochel, F.; Nachbauer, W.; Nanetti, L.; Nigri, A.; Ono, S. E.; Onyike, C. U.; Prince, J. L.; Reetz, K.; Romanzetti, S.; Sacca, F.; Synofzik, M.; Teive, H. A. G.; Thomopoulos, S. I.; Thompson, P. M.; Timmann, D.; Ying, S. H.; Harding, I. H.; Hernandez-Castillo, C. R.
A Key Performance Indicator to Analyze Swarm Learning Performances with EHR
2024 Mantovani, M.; Scheda, R.; Combi, C.; Diciotti, S.
Artificial intelligence in endocrinology: a comprehensive review
2024 Giorgini, F; Di Dalmazi, G; Diciotti, S
Back to the Fundamentals of Research: Reliability, Transparency and Reproducibility. Position Paper
2024 Credi, Alberto; Masini, Francesca; Diciotti, Stefano; Forni, Monica; Peroni, Silvio; Coppini, Sara; Gualandi, Bianca
Brain MRI Synthesis Using Stylegan2-ADA
2024 Lai, M.; Marzi, C.; Mascalchi, M.; Diciotti, S.
Development of an Interpretable Deep Learning System for the Identification of Patients with Alzheimer’s Disease
2024 Atnafu, S. W.; Diciotti, S.
Editorial: Methods and application in fractal analysis of neuroimaging data
2024 Porcaro, C.; Diciotti, S.; Madan, C. R.; Marzi, C.
EEG Features Learned by Convolutional Neural Networks Reflect Alterations of Social Stimuli Processing in Autism
2024 Borra, D.; Diciotti, S.; Magosso, E.
Efficacy of MRI data harmonization in the age of machine learning: a multicenter study across 36 datasets
2024 Marzi C.; Giannelli M.; Barucci A.; Tessa C.; Mascalchi M.; Diciotti S.
Large cell carcinoma of the lung: LDCT features and survival in screen-detected cases
2024 Mascalchi, M.; Puliti, D.; Cavigli, E.; Cortes-Ibanez, F. O.; Picozzi, G.; Carrozzi, L.; Gorini, G.; Delorme, S.; Zompatori, M.; DE LUCA, GIULIA RAFFAELLA; Diciotti, S.; Eva Comin, C.; Ali, G.; Kaaks, R.
Test-retest repeatability of myocardial radiomic features from quantitative cardiac magnetic resonance T1 and T2 mapping
2024 Marfisi, D.; Giannelli, M.; Marzi, C.; Del Meglio, J.; Barucci, A.; Masturzo, L.; Vignali, C.; Mascalchi, M.; Traino, A.; Casolo, G.; Diciotti, S.; Tessa, C.
The Azygos Esophageal Recess Is Not to Be Missed in Screening Lung Cancer With LDCT
2024 Mascalchi, M.; Cavigli, E.; Picozzi, G.; Cozzi, D.; De Luca, G. R.; Diciotti, S.
The Pivotal Role of Baseline LDCT for Lung Cancer Screening in the Era of Artificial Intelligence
2024 De Luca, G. R.; Diciotti, S.; Mascalchi, M.
ASSOCIATIONS OF RISK SCORES WITH SVD BURDEN AND PROGRESSION IN ELDERLY PATIENTS ON ORAL ANTICOAGULANTS FOR ATRIAL FIBRILLATION: THE STRAT-AF STUDY
2023 Formelli, B; Salvadori, E; Barbato, C; Barucci, E; Cardaci, C; Cesari, F; Giusti, B; Chiti, S; Diciotti, S; Gori, AM; Marzi, C; Pescini, F; Arba, F; Pracucci, G; Ginestroni, A; Fainardi, E; Marcucci, R; Poggesi, A
Cognitive phenotypes and factors associated with cognitive decline in a cohort of older patients with atrial fibrillation: The Strat-AF study
2023 Salvadori E.; Barucci E.; Barbato C.; Formelli B.; Cesari F.; Chiti S.; Diciotti S.; Giusti B.; Gori A.M.; Marzi C.; Pescini F.; Pracucci G.; Fainardi E.; Marcucci R.; Poggesi A.
Collinearity and Dimensionality Reduction in Radiomics: Effect of Preprocessing Parameters in Hypertrophic Cardiomyopathy Magnetic Resonance T1 and T2 Mapping
2023 Marzi C.; Marfisi D.; Barucci A.; Del Meglio J.; Lilli A.; Vignali C.; Mascalchi M.; Casolo G.; Diciotti S.; Traino A.C.; Tessa C.; Giannelli M.
Early prediction of Autism Spectrum Disorders through interaction analysis in home videos and explainable artificial intelligence
2023 Paolucci, C; Giorgini, F; Scheda, R; Alessi, FV; Diciotti, S
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 leukoaraiosis
2023 Marzi, Chiara; Scheda, Riccardo; Salvadori, Emilia; Giorgio, Antonio; De Stefano, Nicola; Poggesi, Anna; Inzitari, Domenico; Pantoni, Leonardo; Mascalchi, Mario; Diciotti, Stefano
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Artificial intelligence propels lung cancer screening: innovations and the challenges of explainability and reproducibility | Mascalchi, M.; Marzi, C.; Diciotti, S. | 2025-01-01 | SIGNAL TRANSDUCTION AND TARGETED THERAPY | - | 1.04 Replica / breve intervento (e simili) | mascalchi25.pdf |
| Sudden cardiac arrest prediction via deep learning electrocardiogram analysis | Oberdier, Mt; Neri, L; Orro, A; Carrick, Rt; Nobile, Ms; Jaipalli, S; Khan, M; Diciotti, S; Borgh...i, C; Halperin, Hr | 2025-01-01 | EUROPEAN HEART JOURNAL. DIGITAL HEALTH | - | 1.01 Articolo in rivista | Oberdier MT_Sudden cardiac arrest prediction_Eur Heart J Digit Health. 2025.pdf; ztae088_supplementary_data.docx |
| The Pattern and Stages of Atrophy in Spinocerebellar Ataxia Type 2: Volumetrics from ENIGMA-Ataxia | Robertson, J. W.; Adanyeguh, I.; Bender, B.; Boesch, S.; Brunetti, A.; Cocozza, S.; Coutinho, L.;... Deistung, A.; Diciotti, S.; Dogan, I.; Durr, A.; Fernandez-Ruiz, J.; Goricke, S. L.; Grisoli, M.; Han, S.; Mariotti, C.; Marzi, C.; Mascalchi, M.; Mochel, F.; Nachbauer, W.; Nanetti, L.; Nigri, A.; Ono, S. E.; Onyike, C. U.; Prince, J. L.; Reetz, K.; Romanzetti, S.; Sacca, F.; Synofzik, M.; Teive, H. A. G.; Thomopoulos, S. I.; Thompson, P. M.; Timmann, D.; Ying, S. H.; Harding, I. H.; Hernandez-Castillo, C. R. | 2025-01-01 | MOVEMENT DISORDERS | - | 1.01 Articolo in rivista | - |
| A Key Performance Indicator to Analyze Swarm Learning Performances with EHR | Mantovani, M.; Scheda, R.; Combi, C.; Diciotti, S. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | IEEE_ICHI_2024_paper_219.pdf |
| Artificial intelligence in endocrinology: a comprehensive review | Giorgini, F; Di Dalmazi, G; Diciotti, S | 2024-01-01 | JOURNAL OF ENDOCRINOLOGICAL INVESTIGATION | - | 1.01 Articolo in rivista | Giorgini F-JEI_2023-Artificial intelligence in endocrinology.pdf |
| Back to the Fundamentals of Research: Reliability, Transparency and Reproducibility. Position Paper | Credi, Alberto; Masini, Francesca; Diciotti, Stefano; Forni, Monica; Peroni, Silvio; Coppini, Sar...a; Gualandi, Bianca | 2024-01-01 | - | Alma Mater Studiorum - Università di Bologna | 4.01 Contributo in Atti di convegno | - |
| Brain MRI Synthesis Using Stylegan2-ADA | Lai, M.; Marzi, C.; Mascalchi, M.; Diciotti, S. | 2024-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| Development of an Interpretable Deep Learning System for the Identification of Patients with Alzheimer’s Disease | Atnafu, S. W.; Diciotti, S. | 2024-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | Development_of_an_interpretable_deep_learning_system_for_the_identification_of_patients_with_Alzheimers_disease_.pdf |
| Editorial: Methods and application in fractal analysis of neuroimaging data | Porcaro, C.; Diciotti, S.; Madan, C. R.; Marzi, C. | 2024-01-01 | FRONTIERS IN HUMAN NEUROSCIENCE | - | 1.04 Replica / breve intervento (e simili) | porcaro24.pdf |
| EEG Features Learned by Convolutional Neural Networks Reflect Alterations of Social Stimuli Processing in Autism | Borra, D.; Diciotti, S.; Magosso, E. | 2024-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | 540_camera_ready.pdf |
| Efficacy of MRI data harmonization in the age of machine learning: a multicenter study across 36 datasets | Marzi C.; Giannelli M.; Barucci A.; Tessa C.; Mascalchi M.; Diciotti S. | 2024-01-01 | SCIENTIFIC DATA | - | 1.01 Articolo in rivista | s41597-023-02421-7.pdf |
| Large cell carcinoma of the lung: LDCT features and survival in screen-detected cases | Mascalchi, M.; Puliti, D.; Cavigli, E.; Cortes-Ibanez, F. O.; Picozzi, G.; Carrozzi, L.; Gorini, ...G.; Delorme, S.; Zompatori, M.; DE LUCA, GIULIA RAFFAELLA; Diciotti, S.; Eva Comin, C.; Ali, G.; Kaaks, R. | 2024-01-01 | EUROPEAN JOURNAL OF RADIOLOGY | - | 1.01 Articolo in rivista | EJR-S-24-02034.pdf |
| Test-retest repeatability of myocardial radiomic features from quantitative cardiac magnetic resonance T1 and T2 mapping | Marfisi, D.; Giannelli, M.; Marzi, C.; Del Meglio, J.; Barucci, A.; Masturzo, L.; Vignali, C.; Ma...scalchi, M.; Traino, A.; Casolo, G.; Diciotti, S.; Tessa, C. | 2024-01-01 | MAGNETIC RESONANCE IMAGING | - | 1.01 Articolo in rivista | MAGRESIMAGING-D-24-00168_R1 - xStefano.pdf |
| The Azygos Esophageal Recess Is Not to Be Missed in Screening Lung Cancer With LDCT | Mascalchi, M.; Cavigli, E.; Picozzi, G.; Cozzi, D.; De Luca, G. R.; Diciotti, S. | 2024-01-01 | JOURNAL OF THORACIC IMAGING | - | 1.01 Articolo in rivista | - |
| The Pivotal Role of Baseline LDCT for Lung Cancer Screening in the Era of Artificial Intelligence | De Luca, G. R.; Diciotti, S.; Mascalchi, M. | 2024-01-01 | ARCHIVOS DE BRONCONEUMOLOGÍA | - | 1.01 Articolo in rivista | - |
| ASSOCIATIONS OF RISK SCORES WITH SVD BURDEN AND PROGRESSION IN ELDERLY PATIENTS ON ORAL ANTICOAGULANTS FOR ATRIAL FIBRILLATION: THE STRAT-AF STUDY | Formelli, B; Salvadori, E; Barbato, C; Barucci, E; Cardaci, C; Cesari, F; Giusti, B; Chiti, S; Di...ciotti, S; Gori, AM; Marzi, C; Pescini, F; Arba, F; Pracucci, G; Ginestroni, A; Fainardi, E; Marcucci, R; Poggesi, A | 2023-01-01 | INTERNATIONAL JOURNAL OF STROKE | SAGE PUBLICATIONS LTD | 4.02 Riassunto (Abstract) | - |
| Cognitive phenotypes and factors associated with cognitive decline in a cohort of older patients with atrial fibrillation: The Strat-AF study | Salvadori E.; Barucci E.; Barbato C.; Formelli B.; Cesari F.; Chiti S.; Diciotti S.; Giusti B.; G...ori A.M.; Marzi C.; Pescini F.; Pracucci G.; Fainardi E.; Marcucci R.; Poggesi A. | 2023-01-01 | EUROPEAN JOURNAL OF NEUROLOGY | - | 1.01 Articolo in rivista | salvadori23.pdf |
| Collinearity and Dimensionality Reduction in Radiomics: Effect of Preprocessing Parameters in Hypertrophic Cardiomyopathy Magnetic Resonance T1 and T2 Mapping | Marzi C.; Marfisi D.; Barucci A.; Del Meglio J.; Lilli A.; Vignali C.; Mascalchi M.; Casolo G.; D...iciotti S.; Traino A.C.; Tessa C.; Giannelli M. | 2023-01-01 | BIOENGINEERING | - | 1.01 Articolo in rivista | marzi23b-bis.pdf; bioengineering-10-00080-s001.zip |
| Early prediction of Autism Spectrum Disorders through interaction analysis in home videos and explainable artificial intelligence | Paolucci, C; Giorgini, F; Scheda, R; Alessi, FV; Diciotti, S | 2023-01-01 | COMPUTERS IN HUMAN BEHAVIOR | - | 1.01 Articolo in rivista | 1-s2.0-S0747563223002285-PDFDEF.pdf |
| 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 leukoaraiosis | Marzi, Chiara; Scheda, Riccardo; Salvadori, Emilia; Giorgio, Antonio; De Stefano, Nicola; Poggesi..., Anna; Inzitari, Domenico; Pantoni, Leonardo; Mascalchi, Mario; Diciotti, Stefano | 2023-01-01 | FRONTIERS IN HUMAN NEUROSCIENCE | - | 1.01 Articolo in rivista | marzi23.pdf |