MARZI, CHIARA
MARZI, CHIARA
Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)
3D Convolutional Neural Networks for Diagnosis of Alzheimer's Disease via Structural MRI
2020 Ekin Yagis; Luca Citi; Stefano Diciotti; Chiara Marzi; Selamawet Workalemahu Atnafu; Alba G. Seco De Herrera
A Machine Learning approach to the classification of chemo-structural determinants in label-free SERS detection of proteins
2022 Barucci, A; D'Andrea, C; Farnesi, E; Banchelli, M; Amicucci, C; De Angelis, M; Marzi, C; Pini, R; Hwang, B; Matteini, P
A Voxel-Based Assessment of Noise Properties in Computed Tomography Imaging with the ASiR-V and ASiR Iterative Reconstruction Algorithms
2021 Patrizio Barca; Daniela Marfisi; Chiara Marzi; Sabino Cozza; Stefano Diciotti; Antonio Claudio Traino; Marco Giannelli
Altered Regional Brain Homogeneity of BOLD Signal in CADASIL: A Resting State fMRI Study
2021 Orsolini S.; Marzi C.; Gavazzi G.; Bianchi A.; Salvadori E.; Giannelli M.; Donnini I.; Rinnoci V.; Pescini F.; Pantoni L.; Mascalchi M.; Diciotti S.
Association Between Motor and Cognitive Performances in Elderly With Atrial Fibrillation: Strat-AF Study
2020 Salvadori E.; Galmozzi F.; Uda F.; Barbato C.; Camilleri E.; Cesari F.; Chiti S.; Diciotti S.; Donnini S.; Formelli B.; Galora S.; Giusti B.; Gori A.M.; Marzi C.; Melone A.; Mistri D.; Pescini F.; Pracucci G.; Rinnoci V.; Sarti C.; Fainardi E.; Marcucci R.; Poggesi A.
Brain Structure and Degeneration Staging in Friedreich Ataxia: Magnetic Resonance Imaging Volumetrics from the ENIGMA-Ataxia Working Group
2021 Harding, Ian H; Chopra, Sidhant; Arrigoni, Filippo; Boesch, Sylvia; Brunetti, Arturo; Cocozza, Sirio; Corben, Louise A; Deistung, Andreas; Delatycki, Martin; Diciotti, Stefano; Dogan, Imis; Evangelisti, Stefania; França, Marcondes C; Göricke, Sophia L; Georgiou-Karistianis, Nellie; Gramegna, Laura L; Henry, Pierre-Gilles; Hernandez-Castillo, Carlos R; Hutter, Diane; Jahanshad, Neda; Joers, James M; Lenglet, Christophe; Lodi, Raffaele; Manners, David N; Martinez, Alberto R M; Martinuzzi, Andrea; Marzi, Chiara; Mascalchi, Mario; Nachbauer, Wolfgang; Pane, Chiara; Peruzzo, Denis; Pisharady, Pramod K; Pontillo, Giuseppe; Reetz, Kathrin; Rezende, Thiago J R; Romanzetti, Sandro; Saccà, Francesco; Scherfler, Christoph; Schulz, Jörg B; Stefani, Ambra; Testa, Claudia; Thomopoulos, Sophia I; Timmann, Dagmar; Tirelli, Stefania; Tonon, Caterina; Vavla, Marinela; Egan, Gary F; Thompson, Paul M
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, Elisa; Del Freo, Giulia; Salvadori, Emilia; Barbato, Carmen; Formelli, Benedetta; Pescini, Francesca; Pracucci, Giovanni; Sarti, Cristina; Cesari, Francesca; Chiti, Stefano; Diciotti, Stefano; Gori, Anna Maria; Marzi, Chiara; Fainardi, Enrico; Giusti, Betti; Marcucci, Rossella; Bertaccini, Bruno; Poggesi, Anna
Can trace-weighted images be used to estimate diffusional kurtosis imaging-derived indices of non-Gaussian water diffusion in head and neck cancer?
2019 Giannelli M.; Marzi C.; Mascalchi M.; Diciotti S.; Tessa C.
Cognitive phenotypes and factors associated with cognitive decline in a cohort of older patients with atrial fibrillation: The Strat-AF study
2023 Salvadori, Emilia; Barucci, Eleonora; Barbato, Carmen; Formelli, Benedetta; Cesari, Francesca; Chiti, Stefano; Diciotti, Stefano; Giusti, Betti; Gori, Anna Maria; Marzi, Chiara; Pescini, Francesca; Pracucci, Giovanni; Fainardi, Enrico; Marcucci, Rossella; Poggesi, Anna
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.
Data Preparation for AI Analysis
2023 Barucci, Andrea; Diciotti, Stefano; Giannelli, Marco; Marzi, Chiara
Effect of data leakage in brain MRI classification using 2D convolutional neural networks
2021 Yagis, Ekin; Atnafu, Selamawet Workalemahu; García Seco de Herrera, Alba; Marzi, Chiara; Scheda, Riccardo; Giannelli, Marco; Tessa, Carlo; Citi, Luca; Diciotti, Stefano
Efficacy of MRI data harmonization in the age of machine learning. A multicenter study across 36 datasets
2022 Chiara Marzi; Marco Giannelli; Andrea Barucci; Carlo Tessa; Mario Mascalchi; Stefano Diciotti
Fractal Analysis of MRI Data at 7 T: How Much Complex Is the Cerebral Cortex?
2021 Chiara Marzi; Marco Giannelli; Carlo Tessa; Mario Mascalchi; Stefano Diciotti
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
2019 Pantoni L.; Marzi C.; Poggesi A.; Giorgio A.; De Stefano N.; Mascalchi M.; Inzitari D.; Salvadori E.; 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
Handedness Side and Magnetization Transfer Ratio in the Primary Sensorimotor Cortex Central Sulcus
2019 Mascalchi M.; Ciulli S.; Bianchi A.; Marzi C.; Orsolini S.; Gavazzi G.; Aiello M.; Nicolai E.; Soricelli A.; Giannelli M.; Diciotti S.
Histogram analysis of dti-derived indices reveals pontocerebellar degeneration and its progression in SCA2
2018 Mascalchi M.; Marzi C.; Giannelli M.; Ciulli S.; Bianchi A.; Ginestroni A.; Tessa C.; Nicolai E.; Aiello M.; Salvatore E.; Soricelli A.; Diciotti S.
Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy
2022 Marfisi, Daniela; Tessa, Carlo; Marzi, Chiara; Del Meglio, Jacopo; Linsalata, Stefania; Borgheresi, Rita; Lilli, Alessio; Lazzarini, Riccardo; Salvatori, Luca; Vignali, Claudio; Barucci, Andrea; Mascalchi, Mario; Casolo, Giancarlo; Diciotti, Stefano; Traino, Antonio Claudio; Giannelli, Marco
Impact of seed amplification assay and surface-enhanced Raman spectroscopy combined approach on the clinical diagnosis of Alzheimer’s disease
2023 D'Andrea C.; Cazzaniga F.A.; Bistaffa E.; Barucci A.; de Angelis M.; Banchelli M.; Farnesi E.; Polykretis P.; Marzi C.; Indaco A.; Tiraboschi P.; Giaccone G.; Matteini P.; Moda F.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 3D Convolutional Neural Networks for Diagnosis of Alzheimer's Disease via Structural MRI | 2020 | Ekin Yagis; Luca Citi; Stefano Diciotti; Chiara Marzi; Selamawet Workalemahu Atnafu; Alba G. Seco De Herrera | |
| A Machine Learning approach to the classification of chemo-structural determinants in label-free SERS detection of proteins | 2022 | Barucci, A; D'Andrea, C; Farnesi, E; Banchelli, M; Amicucci, C; De Angelis, M; Marzi, C; Pini, R; Hwang, B; Matteini, P | |
| A Voxel-Based Assessment of Noise Properties in Computed Tomography Imaging with the ASiR-V and ASiR Iterative Reconstruction Algorithms | 2021 | Patrizio Barca; Daniela Marfisi; Chiara Marzi; Sabino Cozza; Stefano Diciotti; Antonio Claudio Traino; Marco Giannelli | |
| Altered Regional Brain Homogeneity of BOLD Signal in CADASIL: A Resting State fMRI Study | 2021 | Orsolini S.; Marzi C.; Gavazzi G.; Bianchi A.; Salvadori E.; Giannelli M.; Donnini I.; Rinnoci V.; Pescini F.; Pantoni L.; Mascalchi M.; Diciotti S. | |
| Association Between Motor and Cognitive Performances in Elderly With Atrial Fibrillation: Strat-AF Study | 2020 | Salvadori E.; Galmozzi F.; Uda F.; Barbato C.; Camilleri E.; Cesari F.; Chiti S.; Diciotti S.; Donnini S.; Formelli B.; Galora S.; Giusti B.; Gori A.M.; Marzi C.; Melone A.; Mistri D.; Pescini F.; Pracucci G.; Rinnoci V.; Sarti C.; Fainardi E.; Marcucci R.; Poggesi A. | |
| Brain Structure and Degeneration Staging in Friedreich Ataxia: Magnetic Resonance Imaging Volumetrics from the ENIGMA-Ataxia Working Group | 2021 | Harding, Ian H; Chopra, Sidhant; Arrigoni, Filippo; Boesch, Sylvia; Brunetti, Arturo; Cocozza, Sirio; Corben, Louise A; Deistung, Andreas; Delatycki, Martin; Diciotti, Stefano; Dogan, Imis; Evangelisti, Stefania; França, Marcondes C; Göricke, Sophia L; Georgiou-Karistianis, Nellie; Gramegna, Laura L; Henry, Pierre-Gilles; Hernandez-Castillo, Carlos R; Hutter, Diane; Jahanshad, Neda; Joers, James M; Lenglet, Christophe; Lodi, Raffaele; Manners, David N; Martinez, Alberto R M; Martinuzzi, Andrea; Marzi, Chiara; Mascalchi, Mario; Nachbauer, Wolfgang; Pane, Chiara; Peruzzo, Denis; Pisharady, Pramod K; Pontillo, Giuseppe; Reetz, Kathrin; Rezende, Thiago J R; Romanzetti, Sandro; Saccà, Francesco; Scherfler, Christoph; Schulz, Jörg B; Stefani, Ambra; Testa, Claudia; Thomopoulos, Sophia I; Timmann, Dagmar; Tirelli, Stefania; Tonon, Caterina; Vavla, Marinela; Egan, Gary F; Thompson, Paul M | |
| 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, Elisa; Del Freo, Giulia; Salvadori, Emilia; Barbato, Carmen; Formelli, Benedetta; Pescini, Francesca; Pracucci, Giovanni; Sarti, Cristina; Cesari, Francesca; Chiti, Stefano; Diciotti, Stefano; Gori, Anna Maria; Marzi, Chiara; Fainardi, Enrico; Giusti, Betti; Marcucci, Rossella; Bertaccini, Bruno; Poggesi, Anna | |
| Can trace-weighted images be used to estimate diffusional kurtosis imaging-derived indices of non-Gaussian water diffusion in head and neck cancer? | 2019 | Giannelli M.; Marzi C.; Mascalchi M.; Diciotti S.; Tessa C. | |
| Cognitive phenotypes and factors associated with cognitive decline in a cohort of older patients with atrial fibrillation: The Strat-AF study | 2023 | Salvadori, Emilia; Barucci, Eleonora; Barbato, Carmen; Formelli, Benedetta; Cesari, Francesca; Chiti, Stefano; Diciotti, Stefano; Giusti, Betti; Gori, Anna Maria; Marzi, Chiara; Pescini, Francesca; Pracucci, Giovanni; Fainardi, Enrico; Marcucci, Rossella; Poggesi, Anna | |
| 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. | |
| Data Preparation for AI Analysis | 2023 | Barucci, Andrea; Diciotti, Stefano; Giannelli, Marco; Marzi, Chiara | |
| Effect of data leakage in brain MRI classification using 2D convolutional neural networks | 2021 | Yagis, Ekin; Atnafu, Selamawet Workalemahu; García Seco de Herrera, Alba; Marzi, Chiara; Scheda, Riccardo; Giannelli, Marco; Tessa, Carlo; Citi, Luca; Diciotti, Stefano | |
| Efficacy of MRI data harmonization in the age of machine learning. A multicenter study across 36 datasets | 2022 | Chiara Marzi; Marco Giannelli; Andrea Barucci; Carlo Tessa; Mario Mascalchi; Stefano Diciotti | |
| Fractal Analysis of MRI Data at 7 T: How Much Complex Is the Cerebral Cortex? | 2021 | Chiara Marzi; Marco Giannelli; Carlo Tessa; Mario Mascalchi; Stefano Diciotti | |
| 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 | 2019 | Pantoni L.; Marzi C.; Poggesi A.; Giorgio A.; De Stefano N.; Mascalchi M.; Inzitari D.; Salvadori E.; 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 | |
| Handedness Side and Magnetization Transfer Ratio in the Primary Sensorimotor Cortex Central Sulcus | 2019 | Mascalchi M.; Ciulli S.; Bianchi A.; Marzi C.; Orsolini S.; Gavazzi G.; Aiello M.; Nicolai E.; Soricelli A.; Giannelli M.; Diciotti S. | |
| Histogram analysis of dti-derived indices reveals pontocerebellar degeneration and its progression in SCA2 | 2018 | Mascalchi M.; Marzi C.; Giannelli M.; Ciulli S.; Bianchi A.; Ginestroni A.; Tessa C.; Nicolai E.; Aiello M.; Salvatore E.; Soricelli A.; Diciotti S. | |
| Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy | 2022 | Marfisi, Daniela; Tessa, Carlo; Marzi, Chiara; Del Meglio, Jacopo; Linsalata, Stefania; Borgheresi, Rita; Lilli, Alessio; Lazzarini, Riccardo; Salvatori, Luca; Vignali, Claudio; Barucci, Andrea; Mascalchi, Mario; Casolo, Giancarlo; Diciotti, Stefano; Traino, Antonio Claudio; Giannelli, Marco | |
| Impact of seed amplification assay and surface-enhanced Raman spectroscopy combined approach on the clinical diagnosis of Alzheimer’s disease | 2023 | D'Andrea C.; Cazzaniga F.A.; Bistaffa E.; Barucci A.; de Angelis M.; Banchelli M.; Farnesi E.; Polykretis P.; Marzi C.; Indaco A.; Tiraboschi P.; Giaccone G.; Matteini P.; Moda F. |