DICIOTTI, STEFANO
DICIOTTI, STEFANO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Docenti di ruolo di IIa fascia
Artificial intelligence in endocrinology: a comprehensive review
2024 Giorgini, F; Di Dalmazi, G; Diciotti, S
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.
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
Lung Cancer Screening with Low-Dose CT: What We Have Learned in Two Decades of ITALUNG and What Is Yet to Be Addressed
2023 Mascalchi, M; Picozzi, G; Puliti, D; Diciotti, S; Deliperi, A; Romei, C; Falaschi, F; Pistelli, F; Grazzini, M; Vannucchi, L; Bisanzi, S; Zappa, M; Gorini, G; Carozzi, FM; Carrozzi, L; Paci, E
Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set
2023 Marzi C.; d'Ambrosio A.; Diciotti S.; Bisecco A.; Altieri M.; Filippi M.; Rocca M.A.; Storelli L.; Pantano P.; Tommasin S.; Cortese R.; De Stefano N.; Tedeschi G.; Gallo A.
Pulmonary emphysema and coronary artery calcifications at baseline LDCT and long-term mortality in smokers and former smokers of the ITALUNG screening trial
2023 Mascalchi M.; Romei C.; Marzi C.; Diciotti S.; Picozzi G.; Pistelli F.; Zappa M.; Paci E.; Carozzi F.; Gorini G.; Falaschi F.; Deliperi A.L.; Camiciottoli G.; Carrozzi L.; Puliti D.
The hidden structural complexity of the human cerebral cortex
2023 Giorgini F.; Diciotti S.; Marzi C.
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 Study
2023 Alfano, Francesco; Cesari, Francesca; Gori, Anna Maria; Berteotti, Martina; Salvadori, Emilia; Giusti, Betti; Bertelli, Alessia; Kura, Ada; Barbato, Carmen; Formelli, Benedetta; Pescini, Francesca; Fainardi, Enrico; Chiti, Stefano; Marzi, Chiara; Diciotti, Stefano; Marcucci, Rossella; Poggesi, Anna
XGBoost vs. TabPFN in Neuroimaging Machine Learning-based analysis
2023 De Rosa A.P.; D'Ambrosio A.; Marzi C.; Cirillo M.; Bisecco A.; Altieri M.; Diciotti S.; Rocca M.A.; De Stefano N.; Pantano P.; Filippi M.; Tedeschi G.; Gallo A.; Esposito F.
Artificial intelligence-based models for reconstructing the critical current and index-value surfaces of HTS tapes
2022 Russo G.; Yazdani-Asrami M.; Scheda R.; Morandi A.; Diciotti S.
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
2022 Bianconi E.; Del Freo G.; Salvadori E.; Barbato C.; Formelli B.; Pescini F.; Pracucci G.; Sarti C.; Cesari F.; Chiti S.; Diciotti S.; Gori A.M.; Marzi C.; Fainardi E.; Giusti B.; Marcucci R.; Bertaccini B.; Poggesi A.
Characterizing cardiac autonomic dynamics of fear learning in humans
2022 Battaglia S.; Orsolini S.; Borgomaneri S.; Barbieri R.; Diciotti S.; di Pellegrino G.
Explanations of Machine Learning Models in Repeated Nested Cross-Validation: An Application in Age Prediction Using Brain Complexity Features
2022 Scheda, Riccardo; Diciotti, Stefano
Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy
2022 Marfisi D.; Tessa C.; Marzi C.; Del Meglio J.; Linsalata S.; Borgheresi R.; Lilli A.; Lazzarini R.; Salvatori L.; Vignali C.; Barucci A.; Mascalchi M.; Casolo G.; Diciotti S.; Traino A.C.; Giannelli M.
Longitudinal study of the effect of a 5-year exercise intervention on structural brain complexity in older adults. A Generation 100 substudy
2022 Pani J.; Marzi C.; Stensvold D.; Wisloff U.; Haberg A.K.; Diciotti S.
Predicting the cytotoxicity of nanomaterials through explainable, extreme gradient boosting
2022 Conti A.; Campagnolo L.; Diciotti S.; Pietroiusti A.; Toschi N.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| 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 |
| 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 | - |
| 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 |
| Lung Cancer Screening with Low-Dose CT: What We Have Learned in Two Decades of ITALUNG and What Is Yet to Be Addressed | Mascalchi, M; Picozzi, G; Puliti, D; Diciotti, S; Deliperi, A; Romei, C; Falaschi, F; Pistelli, F...; Grazzini, M; Vannucchi, L; Bisanzi, S; Zappa, M; Gorini, G; Carozzi, FM; Carrozzi, L; Paci, E | 2023-01-01 | DIAGNOSTICS | - | 1.01 Articolo in rivista | mascalchi23.pdf |
| Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set | Marzi C.; d'Ambrosio A.; Diciotti S.; Bisecco A.; Altieri M.; Filippi M.; Rocca M.A.; Storelli L....; Pantano P.; Tommasin S.; Cortese R.; De Stefano N.; Tedeschi G.; Gallo A. | 2023-01-01 | HUMAN BRAIN MAPPING | - | 1.01 Articolo in rivista | marzi22.pdf |
| Pulmonary emphysema and coronary artery calcifications at baseline LDCT and long-term mortality in smokers and former smokers of the ITALUNG screening trial | Mascalchi M.; Romei C.; Marzi C.; Diciotti S.; Picozzi G.; Pistelli F.; Zappa M.; Paci E.; Carozz...i F.; Gorini G.; Falaschi F.; Deliperi A.L.; Camiciottoli G.; Carrozzi L.; Puliti D. | 2023-01-01 | EUROPEAN RADIOLOGY | - | 1.01 Articolo in rivista | mascalchi23b.pdf |
| The hidden structural complexity of the human cerebral cortex | Giorgini F.; Diciotti S.; Marzi C. | 2023-01-01 | - | Patron Editore S.r.l. | 4.01 Contributo in Atti di convegno | - |
| 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 Study | Alfano, Francesco; Cesari, Francesca; Gori, Anna Maria; Berteotti, Martina; Salvadori, Emilia; Gi...usti, Betti; Bertelli, Alessia; Kura, Ada; Barbato, Carmen; Formelli, Benedetta; Pescini, Francesca; Fainardi, Enrico; Chiti, Stefano; Marzi, Chiara; Diciotti, Stefano; Marcucci, Rossella; Poggesi, Anna | 2023-01-01 | JOURNAL OF CLINICAL MEDICINE | - | 1.01 Articolo in rivista | alfano23.pdf |
| XGBoost vs. TabPFN in Neuroimaging Machine Learning-based analysis | De Rosa A.P.; D'Ambrosio A.; Marzi C.; Cirillo M.; Bisecco A.; Altieri M.; Diciotti S.; Rocca M.A....; De Stefano N.; Pantano P.; Filippi M.; Tedeschi G.; Gallo A.; Esposito F. | 2023-01-01 | - | Patron Editore S.r.l. | 4.01 Contributo in Atti di convegno | - |
| Artificial intelligence-based models for reconstructing the critical current and index-value surfaces of HTS tapes | Russo G.; Yazdani-Asrami M.; Scheda R.; Morandi A.; Diciotti S. | 2022-01-01 | SUPERCONDUCTOR SCIENCE & TECHNOLOGY | - | 1.01 Articolo in rivista | russo22.pdf |
| 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 | Bianconi E.; Del Freo G.; Salvadori E.; Barbato C.; Formelli B.; Pescini F.; Pracucci G.; Sarti C....; Cesari F.; Chiti S.; Diciotti S.; Gori A.M.; Marzi C.; Fainardi E.; Giusti B.; Marcucci R.; Bertaccini B.; Poggesi A. | 2022-01-01 | FRONTIERS IN NEUROLOGY | - | 1.01 Articolo in rivista | bianconi22.pdf |
| Characterizing cardiac autonomic dynamics of fear learning in humans | Battaglia S.; Orsolini S.; Borgomaneri S.; Barbieri R.; Diciotti S.; di Pellegrino G. | 2022-01-01 | PSYCHOPHYSIOLOGY | - | 1.01 Articolo in rivista | Battaglia et al., 2022 - PSYP.pdf |
| Explanations of Machine Learning Models in Repeated Nested Cross-Validation: An Application in Age Prediction Using Brain Complexity Features | Scheda, Riccardo; Diciotti, Stefano | 2022-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | applsci-12-06681.pdf |
| Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy | Marfisi D.; Tessa C.; Marzi C.; Del Meglio J.; Linsalata S.; Borgheresi R.; Lilli A.; Lazzarini R....; Salvatori L.; Vignali C.; Barucci A.; Mascalchi M.; Casolo G.; Diciotti S.; Traino A.C.; Giannelli M. | 2022-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | marfisi22.pdf |
| Longitudinal study of the effect of a 5-year exercise intervention on structural brain complexity in older adults. A Generation 100 substudy | Pani J.; Marzi C.; Stensvold D.; Wisloff U.; Haberg A.K.; Diciotti S. | 2022-01-01 | NEUROIMAGE | - | 1.01 Articolo in rivista | pani22.pdf |
| Predicting the cytotoxicity of nanomaterials through explainable, extreme gradient boosting | Conti A.; Campagnolo L.; Diciotti S.; Pietroiusti A.; Toschi N. | 2022-01-01 | NANOTOXICOLOGY | - | 1.01 Articolo in rivista | - |