Andrea Quattrone

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Comparative Analysis

Machine Learning

Mild Cognitive Impairment

Nearest Neighbor Classifiers

Top Venues

Publications

Camilla Calomino, Maria Giovanna Bianco, Giuseppe Oliva, Filippo Laganà, Salvatore A. Pullano, Andrea Quattrone
Comparative Analysis of Cross-Validation Methods on PPMI Dataset. MeMeA (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)
Camilla Calomino, Vera Gramigna, Rita Nisticó, Maria Giovanna Bianco, Marianna Crasá, Alessia Cristofaro, Giulia Sgró, Andrea Quattrone, Aldo Quattrone
A Quantitative Kinematic Evaluation of Postural Response in Parkinson's Disease Subtypes. BATS (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)
Vera Gramigna, Maria Giovanna Bianco, Marianna Crasá, Rita Nisticó, Andrea Quattrone, Aldo Quattrone
Resting motor threshold asymmetry in PD patients: a navigated TMS measurement study. MeMeA (2022)
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
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI. NeuroImage 257 (2022)
Alessia Sarica, Andrea Quattrone, Aldo Quattrone
Introducing the Rank-Biased Overlap as Similarity Measure for Feature Importance in Explainable Machine Learning: A Case Study on Parkinson's Disease. BI (2022)
Alessia Sarica, Andrea Quattrone, Aldo Quattrone
Explainable Boosting Machine for Predicting Alzheimer's Disease from MRI Hippocampal Subfields. BI (2021)
Alessia Sarica, Maria Grazia Vaccaro, Andrea Quattrone, Aldo Quattrone
A Novel Approach for Cognitive Clustering of Parkinsonisms through Affinity Propagation. Algorithms 14 (2) (2021)