Andrea Quattrone

According to our database, Andrea Quattrone authored at least 13 papers between 2021 and 2024.

Collaborative distances:

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

2024

Comparison Between External and Internal Imputation of Missing Values in Longitudinal Data for Alzheimer's Disease Diagnosis.

Federica Aracri, Monica Hernandez, Andrea Quattrone, Alessia Sarica

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

Comparative Analysis of Cross-Validation Methods on PPMI Dataset.

Camilla Calomino, Maria Giovanna Bianco, Giuseppe Oliva, Filippo Laganà, Salvatore A. Pullano, Andrea Quattrone

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

Hybrid Feature Selection Approach Combining Filters and Feature Importance on the PPMI Dataset.

Camilla Calomino, Andrea Quattrone, Maria Giovanna Bianco

Proceedings of the 14th International Conference on Biomedical Engineering and Technology, 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

A Quantitative Kinematic Evaluation of Postural Response in Parkinson's Disease Subtypes.

Camilla Calomino, Vera Gramigna, Rita Nisticó, Maria Giovanna Bianco, Marianna Crasá, Alessia Cristofaro, Giulia Sgró, Andrea Quattrone, Aldo Quattrone

Proceedings of the International Workshop on Biomedical Applications, 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

2022

Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI.

Chiara Maffei, Gabriel Girard, Kurt G. Schilling, Dogu Baran Aydogan, Nagesh Adluru, Andrey Zhylka, Ye Wu, Matteo Mancini, Andac Hamamci, Alessia Sarica, Achille Teillac, Steven H. Baete, Davood Karimi, Fang-Cheng Yeh, Mert E. Yildiz, Ali Gholipour, Yann Bihan-Poudec, Bassem Hiba, Andrea Quattrone, Aldo Quattrone, Tommy Boshkovski, Nikola Stikov, Pew-Thian Yap, Alberto De Luca, Josien P. W. Pluim, Alexander Leemans, Vivek Prabhakaran, Barbara B. Bendlin, Andrew L. Alexander, Bennett A. Landman, Erick Jorge Canales-Rodríguez, Muhamed Barakovic, Jonathan Rafael-Patino, Thomas Yu, Gaëtan Rensonnet, Simona Schiavi, Alessandro Daducci, Marco Pizzolato, Elda Fischi Gomez, Jean-Philippe Thiran, George Dai, Giorgia Grisot, Nikola Lazovski, Santi Puch, Marc Ramos, Paulo Rodrigues, Vesna Prckovska, Robert Jones, Julia Lehman, Suzanne N. Haber, Anastasia Yendiki

NeuroImage, 2022

Resting motor threshold asymmetry in PD patients: a navigated TMS measurement study.

Vera Gramigna, Maria Giovanna Bianco, Marianna Crasá, Rita Nisticó, Andrea Quattrone, Aldo Quattrone

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Introducing the Rank-Biased Overlap as Similarity Measure for Feature Importance in Explainable Machine Learning: A Case Study on Parkinson's Disease.

Alessia Sarica, Andrea Quattrone, Aldo Quattrone

Proceedings of the Brain Informatics - 15th International Conference, 2022

2021

A Novel Approach for Cognitive Clustering of Parkinsonisms through Affinity Propagation.

Alessia Sarica, Maria Grazia Vaccaro, Andrea Quattrone, Aldo Quattrone

Algorithms, 2021

Explainable Boosting Machine for Predicting Alzheimer's Disease from MRI Hippocampal Subfields.

Alessia Sarica, Andrea Quattrone, Aldo Quattrone

Proceedings of the Brain Informatics - 14th International Conference, 2021