PELAGI, ASSUNTA
PELAGI, ASSUNTA
Benchmarking Multimodal Deep Fusion Strategies for Heterogeneous Neuroimaging and Cognitive Data Using a Controlled Sex Classification Task
2026-01-01 Camastra, Chiara; Pelagi, Assunta; Quattrone, Andrea; Sarica, Alessia
Brain Morphometry Differences Across Sexes Revealed Through Explainable Artificial Intelligence: A Human Connectome Project Young Adult Study
2025-01-01 Camastra, Chiara; Pelagi, Assunta; Quattrone, Andrea; Sarica, Alessia
Conformal Prediction for Uncertainty Quantification in Brain Age Estimation Using Random Forests Quantile Regression on MRI Features of the HCP Young Adult
2025-01-01 Sarica, Alessia; Camastra, Chiara; Pelagi, Assunta; Arcuri, Fulvia; Quattrone, Andrea
Predicting Psychological Well-being in HCP Young Adult Cohort Using Random Forests Regression and SHAP with NIHTB Emotion Battery
2025-01-01 Pelagi, Assunta; Camastra, Chiara; Quattrone, Andrea; Sarica, Alessia
Sex Differences in Conversion Risk from Mild Cognitive Impairment to Alzheimer’s Disease: An Explainable Machine Learning Study with Random Survival Forests and SHAP
2024-01-01 Sarica, Alessia; Pelagi, Assunta; Aracri, Federica; Arcuri, Fulvia; Quattrone, Aldo; Quattrone, Andrea
Social, emotional, and personality factors shape four psychological well‐being profiles: A clustering approach in young adults with affinity propagation algorithm
2025-01-01 Pelagi, Assunta; Camastra, Chiara; Sarica, Alessia
Subregional hypothalamic volumes associate with childhood conduct problems in healthy adults
2026-01-01 Pelagi, Assunta; Camastra, Chiara; Quattrone, Andrea; Sarica, Alessia
The ICeX framework: Brain Age Estimation from Thalamic Nuclei with Conformalized and eXplainable Random Forest Regression
2025-01-01 Sarica, Alessia; Camastra, Chiara; Pelagi, Assunta; Arcuri, Fulvia; Novellino, Fabiana; Quattrone, Aldo; Quattrone, Andrea