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Titolo Data di pubblicazione Autore(i) File
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
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
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.
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