Federica Aracri

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Mild Cognitive Impairment

Amyotrophic Lateral Sclerosis

Survival Analysis

Machine Learning

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Patrizia Vizza, Federica Aracri, Pietro Hiram Guzzi, Marco Gaspari, Pierangelo Veltri, Giuseppe Tradigo
Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Alessia Sarica, Federica Aracri, Maria Giovanna Bianco, Fulvia Arcuri, Andrea Quattrone, Aldo Quattrone
Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer's disease. Brain Informatics 10 (1) (2023)
Alessia Sarica, Federica Aracri, Maria Giovanna Bianco, Maria Grazia Vaccaro, Andrea Quattrone, Aldo Quattrone
Conversion from Mild Cognitive Impairment to Alzheimer's Disease: A Comparison of Tree-Based Machine Learning Algorithms for Survival Analysis. BI (2023)
Federica Aracri, Maria Giovanna Bianco, Andrea Quattrone, Alessia Sarica
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. BATS (2023)
Federica Aracri, Maria Giovanna Bianco, Andrea Quattrone, Alessia Sarica
Imputation of missing clinical, cognitive and neuroimaging data of Dementia using missForest, a Random Forest based algorithm. CBMS (2023)
Patrizia Vizza, Luigi Pascuzzi, Federica Aracri, Elmiro Tavolaro, Pasquale Lambardi, Marco Gaspari, Pietro Hiram Guzzi, Giuseppe Tradigo, Pierangelo Veltri
Prostate Cancer Disease Study by Integrating Peptides and Clinical Data. AAI4H@ECAI (2020)