ARACRI, FEDERICA
ARACRI, FEDERICA
Comparison Between External and Internal Imputation of Missing Values in Longitudinal Data for Alzheimer's Disease Diagnosis
2024-01-01 Aracri, Federica; Hernandez, Monica; Quattrone, Andrea; Sarica, Alessia
Conversion from Mild Cognitive Impairment to Alzheimer’s Disease: A Comparison of Tree-Based Machine Learning Algorithms for Survival Analysis
2023-01-01 Sarica, A.; Aracri, F.; Bianco, M. G.; Vaccaro, M. G.; Quattrone, A.; Quattrone, A.
Cortical atrophy distinguishes idiopathic normal-pressure hydrocephalus from progressive supranuclear palsy: A machine learning approach
2022-01-01 Bianco, M. G.; Quattrone, A.; Sarica, A.; Vescio, B.; Buonocore, J.; Vaccaro, M. G.; Aracri, F.; Calomino, C.; Gramigna, V.; Quattrone, A.
Cortical involvement in essential tremor with and without rest tremor: a machine learning study
2023-01-01 Bianco, M. G.; Quattrone, A.; Sarica, A.; Aracri, F.; Calomino, C.; Caligiuri, M. E.; Novellino, F.; Nistico, R.; Buonocore, J.; Crasa, M.; Vaccaro, M. G.; Quattrone, A.
Development of a New Wearable Device for the Characterization of Hand Tremor
2023-01-01 Vescio, Basilio; De Maria, Marida; Crasà, Marianna; Nisticò, Rita; Calomino, Camilla; Aracri, Federica; Quattrone, Aldo; Quattrone, Andrea
Development of a predictive model to distinguish prostate cancer from benign prostatic hyperplasia by integrating serum glycoproteomics and clinical variables
2023-01-01 Gabriele, Caterina; Aracri, Federica; Prestagiacomo, Licia Elvira; Rota, Maria Antonietta; Alba, Stefano; Tradigo, Giuseppe; Guzzi, Pietro Hiram; Cuda, Giovanni; Damiano, Rocco; Veltri, Pierangelo; Gaspari, Marco
Differentiating between common PSP phenotypes using structural MRI: a machine learning study
2023-01-01 Quattrone, Andrea; Sarica, Alessia; Buonocore, Jolanda; Morelli, Maurizio; Bianco, Maria Giovanna; Calomino, Camilla; Aracri, Federica; De Maria, Marida; Vescio, Basilio; Vaccaro, Maria Grazia; Quattrone, Aldo
Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer’s disease
2023-01-01 Sarica, Alessia; Aracri, Federica; Bianco, Maria Giovanna; Arcuri, Fulvia; Quattrone, Andrea; Quattrone, Aldo
Impact of Imputation Methods on Supervised Classification: A Multiclass Study on Patients with Parkinson's Disease and Subjects with Scans Without Evidence of Dopaminergic Deficit
2023-01-01 Aracri, Federica; Bianco, Maria Giovanna; Quattrone, Andrea; Sarica, Alessia
Imputation of missing clinical, cognitive and neuroimaging data of Dementia using missForest, a Random Forest based algorithm
2023-01-01 Aracri, F; Bianco, Mg; Quattrone, A; Sarica, A
Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case
2024-01-01 Vizza, P.; Aracri, F.; Guzzi, P. H.; Gaspari, M.; Veltri, P.; Tradigo, G.
Magnetic Resonance Planimetry in the Differential Diagnosis between Parkinson’s Disease and Progressive Supranuclear Palsy
2022-01-01 Quattrone, A.; Morelli, M.; Bianco, M. G.; Buonocore, J.; Sarica, A.; Caligiuri, M. E.; Aracri, F.; Calomino, C.; De Maria, M.; Vaccaro, M. G.; Gramigna, V.; Augimeri, A.; Vescio, B.; Quattrone, A.
Multimodal imaging and electrophysiological study in the differential diagnosis of rest tremor
2024-01-01 Aracri, Federica; Quattrone, Andrea; Bianco, Maria Giovanna; Sarica, Alessia; De Maria, Marida; Calomino, Camilla; Crasà, Marianna; Nisticò, Rita; Buonocore, Jolanda; Vescio, Basilio; Vaccaro, Maria Grazia; Quattrone, Aldo
Neuroimaging correlates of postural instability in Progressive Supranuclear Palsy
2023-01-01 Calomino, Camilla; Quattrone, Andrea; Sarica, Alessia; Bianco, Maria Giovanna; Aracri, Federica; De Maria, Marida; Buonocore, Jolanda; Vaccaro, Maria Grazia; Vescio, Basilio; Quattrone, Aldo
Prostate cancer disease study by integrating peptides and clinical data
2020-01-01 Vizza, Patrizia; Pascuzzi, Luigi; Aracri, Federica; Tavolaro, Elmiro; Lambardi, Pasquale; Gaspari, Marco; Guzzi, PIETRO HIRAM; Tradigo, Giuseppe; Veltri, Pierangelo
Sex Differences in Conversion Risk from Mild Cognitive Impairment to Alzheimer’s Disease: An Explainable Machine Learning Study with Random Survival Forests and SHAP
2024-01-01 Sarica, Alessia; Pelagi, Assunta; Aracri, Federica; Arcuri, Fulvia; Quattrone, Aldo; Quattrone, Andrea; Null, Null
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Comparison Between External and Internal Imputation of Missing Values in Longitudinal Data for Alzheimer's Disease Diagnosis | 1-gen-2024 | Aracri, Federica; Hernandez, Monica; Quattrone, Andrea; Sarica, Alessia | |
| Conversion from Mild Cognitive Impairment to Alzheimer’s Disease: A Comparison of Tree-Based Machine Learning Algorithms for Survival Analysis | 1-gen-2023 | Sarica, A.; Aracri, F.; Bianco, M. G.; Vaccaro, M. G.; Quattrone, A.; Quattrone, A. | |
| Cortical atrophy distinguishes idiopathic normal-pressure hydrocephalus from progressive supranuclear palsy: A machine learning approach | 1-gen-2022 | Bianco, M. G.; Quattrone, A.; Sarica, A.; Vescio, B.; Buonocore, J.; Vaccaro, M. G.; Aracri, F.; Calomino, C.; Gramigna, V.; Quattrone, A. | |
| Cortical involvement in essential tremor with and without rest tremor: a machine learning study | 1-gen-2023 | Bianco, M. G.; Quattrone, A.; Sarica, A.; Aracri, F.; Calomino, C.; Caligiuri, M. E.; Novellino, F.; Nistico, R.; Buonocore, J.; Crasa, M.; Vaccaro, M. G.; Quattrone, A. | |
| Development of a New Wearable Device for the Characterization of Hand Tremor | 1-gen-2023 | Vescio, Basilio; De Maria, Marida; Crasà, Marianna; Nisticò, Rita; Calomino, Camilla; Aracri, Federica; Quattrone, Aldo; Quattrone, Andrea | |
| Development of a predictive model to distinguish prostate cancer from benign prostatic hyperplasia by integrating serum glycoproteomics and clinical variables | 1-gen-2023 | Gabriele, Caterina; Aracri, Federica; Prestagiacomo, Licia Elvira; Rota, Maria Antonietta; Alba, Stefano; Tradigo, Giuseppe; Guzzi, Pietro Hiram; Cuda, Giovanni; Damiano, Rocco; Veltri, Pierangelo; Gaspari, Marco | |
| Differentiating between common PSP phenotypes using structural MRI: a machine learning study | 1-gen-2023 | Quattrone, Andrea; Sarica, Alessia; Buonocore, Jolanda; Morelli, Maurizio; Bianco, Maria Giovanna; Calomino, Camilla; Aracri, Federica; De Maria, Marida; Vescio, Basilio; Vaccaro, Maria Grazia; Quattrone, Aldo | |
| Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer’s disease | 1-gen-2023 | Sarica, Alessia; Aracri, Federica; Bianco, Maria Giovanna; Arcuri, Fulvia; Quattrone, Andrea; Quattrone, Aldo | |
| Impact of Imputation Methods on Supervised Classification: A Multiclass Study on Patients with Parkinson's Disease and Subjects with Scans Without Evidence of Dopaminergic Deficit | 1-gen-2023 | Aracri, Federica; Bianco, Maria Giovanna; Quattrone, Andrea; Sarica, Alessia | |
| Imputation of missing clinical, cognitive and neuroimaging data of Dementia using missForest, a Random Forest based algorithm | 1-gen-2023 | Aracri, F; Bianco, Mg; Quattrone, A; Sarica, A | |
| Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case | 1-gen-2024 | Vizza, P.; Aracri, F.; Guzzi, P. H.; Gaspari, M.; Veltri, P.; Tradigo, G. | |
| Magnetic Resonance Planimetry in the Differential Diagnosis between Parkinson’s Disease and Progressive Supranuclear Palsy | 1-gen-2022 | Quattrone, A.; Morelli, M.; Bianco, M. G.; Buonocore, J.; Sarica, A.; Caligiuri, M. E.; Aracri, F.; Calomino, C.; De Maria, M.; Vaccaro, M. G.; Gramigna, V.; Augimeri, A.; Vescio, B.; Quattrone, A. | |
| Multimodal imaging and electrophysiological study in the differential diagnosis of rest tremor | 1-gen-2024 | Aracri, Federica; Quattrone, Andrea; Bianco, Maria Giovanna; Sarica, Alessia; De Maria, Marida; Calomino, Camilla; Crasà, Marianna; Nisticò, Rita; Buonocore, Jolanda; Vescio, Basilio; Vaccaro, Maria Grazia; Quattrone, Aldo | |
| Neuroimaging correlates of postural instability in Progressive Supranuclear Palsy | 1-gen-2023 | Calomino, Camilla; Quattrone, Andrea; Sarica, Alessia; Bianco, Maria Giovanna; Aracri, Federica; De Maria, Marida; Buonocore, Jolanda; Vaccaro, Maria Grazia; Vescio, Basilio; Quattrone, Aldo | |
| Prostate cancer disease study by integrating peptides and clinical data | 1-gen-2020 | Vizza, Patrizia; Pascuzzi, Luigi; Aracri, Federica; Tavolaro, Elmiro; Lambardi, Pasquale; Gaspari, Marco; Guzzi, PIETRO HIRAM; Tradigo, Giuseppe; Veltri, Pierangelo | |
| Sex Differences in Conversion Risk from Mild Cognitive Impairment to Alzheimer’s Disease: An Explainable Machine Learning Study with Random Survival Forests and SHAP | 1-gen-2024 | Sarica, Alessia; Pelagi, Assunta; Aracri, Federica; Arcuri, Fulvia; Quattrone, Aldo; Quattrone, Andrea; Null, Null |