Federica Aracri

According to our database, Federica Aracri authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case.

Patrizia Vizza, Federica Aracri, Pietro Hiram Guzzi, Marco Gaspari, Pierangelo Veltri, Giuseppe Tradigo

BMC Medical Informatics Decis. Mak., December, 2024

2023

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

Alessia Sarica, Federica Aracri, Maria Giovanna Bianco, Fulvia Arcuri, Andrea Quattrone, Aldo Quattrone

Brain Informatics, December, 2023

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

Federica Aracri, Maria Giovanna Bianco, Andrea Quattrone, Alessia Sarica

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Conversion from Mild Cognitive Impairment to Alzheimer's Disease: A Comparison of Tree-Based Machine Learning Algorithms for Survival Analysis.

Alessia Sarica, Federica Aracri, Maria Giovanna Bianco, Maria Grazia Vaccaro, Andrea Quattrone, Aldo Quattrone

Proceedings of the Brain Informatics - 16th International Conference, 2023

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.

Federica Aracri, Maria Giovanna Bianco, Andrea Quattrone, Alessia Sarica

Proceedings of the International Workshop on Biomedical Applications, 2023

2020

Prostate Cancer Disease Study by Integrating Peptides and Clinical Data.

Patrizia Vizza, Luigi Pascuzzi, Federica Aracri, Elmiro Tavolaro, Pasquale Lambardi, Marco Gaspari, Pietro Hiram Guzzi, Giuseppe Tradigo, Pierangelo Veltri

Proceedings of the First International AAI4H, 2020