Assunta Pelagi

According to our database, Assunta Pelagi authored at least 4 papers between 2024 and 2026.

Collaborative distances:

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

2026

The ICeX framework: Brain age estimation from thalamic nuclei with conformalized and eXplainable random forest regression.

Alessia Sarica, Chiara Camastra, Assunta Pelagi, Fulvia Arcuri, Fabiana Novellino, Aldo Quattrone, Andrea Quattrone

Comput. Methods Programs Biomed., 2026

2024

Conformal Prediction for Uncertainty Quantification in Brain Age Estimation Using Random Forests Quantile Regression on MRI Features of the HCP Young Adult.

Alessia Sarica, Chiara Camastra, Assunta Pelagi, Fulvia Arcuri, Andrea Quattrone

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

Predicting Psychological Well-being in HCP Young Adult Cohort Using Random Forests Regression and SHAP with NIHTB Emotion Battery.

Assunta Pelagi, Chiara Camastra, Andrea Quattrone, Alessia Sarica

Proceedings of the Machine Learning, Optimization, and Data Science, 2024

Brain Morphometry Differences Across Sexes Revealed Through Explainable Artificial Intelligence: A Human Connectome Project Young Adult Study.

Chiara Camastra, Assunta Pelagi, Andrea Quattrone, Alessia Sarica

Proceedings of the Machine Learning, Optimization, and Data Science, 2024