Federica Aracri

Cortical atrophy distinguishes idiopathic normal-pressure hydrocephalus from progressive supranuclear palsy: A machine learning approach

Maria Giovanna Bianco, Andrea Quattrone, Andrea Quattrone et al. · Parkinsonism & Related Disorders · 2022 · 33 citations

Medicine, Neurology, Neuroscience +9

Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer’s disease

Alessia Sarica, Federica Aracri, Maria Giovanna Bianco et al. · Brain Informatics · 2023 · 25 citations · Full text

Medicine, Biostatistics, Neurology +17

Imputation of missing clinical, cognitive and neuroimaging data of Dementia using missForest, a Random Forest based algorithm

Federica Aracri, Maria Giovanna Bianco, Andrea Quattrone et al. · 2023 · 19 citations

Public Health, Biostatistics, Neuroscience +17

Development of a New Wearable Device for the Characterization of Hand Tremor

Basilio Vescio, Marida De Maria, Marianna Crasà et al. · Bioengineering · 2023 · 16 citations · Full text

Engineering, Biological Engineering, Neurology +17

Sex Differences in Conversion Risk from Mild Cognitive Impairment to Alzheimer’s Disease: An Explainable Machine Learning Study with Random Survival Forests and SHAP

Alessia Sarica, Assunta Pelagi, Federica Aracri et al. · Brain Sciences · 2024 · 15 citations · Full text

Medicine, Neurology, Neuroscience +17