Alessia Sarica

According to our database, Alessia Sarica authored at least 13 papers between 2012 and 2023.

Collaborative distances:

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

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

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

Editorial for the Special Issue on "Machine Learning in Healthcare and Biomedical Application".

Alessia Sarica

Algorithms, 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

2014

K-Surfer: A KNIME Extension for the Management and Analysis of Human Brain MRI FreeSurfer/FSL Data.

Alessia Sarica, Giuseppe Di Fatta, Mario Cannataro

Proceedings of the Brain Informatics and Health - International Conference, 2014

2013

Data mining and life sciences applications on the grid.

Mario Cannataro, Pietro Hiram Guzzi, Alessia Sarica

WIREs Data Mining Knowl. Discov., 2013

Application of different classification techniques on brain morphological data.

Alessia Sarica, Claudia Critelli, Pietro Hiram Guzzi, Antonio Cerasa, Aldo Quattrone, Mario Cannataro

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012

SySQ: A Web-based system for survey and questionnaire management in medicine.

Alessia Sarica, Pietro Hiram Guzzi, Domenico Flotta, Carmelo G. A. Nobile, Mario Cannataro

Proceedings of CBMS 2012, 2012