Beatrice Amico

According to our database, Beatrice Amico authored at least 11 papers between 2019 and 2025.

Collaborative distances:

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

2025

Knowledge Graphs for Clinical Data: Strategies and Challenges with an Application to MIMIC III Dataset.

Beatrice Amico, Carlo Combi

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

Predictive mining of multi-temporal relations.

Beatrice Amico, Carlo Combi, Romeo Rizzi, Pietro Sala

Inf. Comput., 2024

Enhancing Business Process Models with Ethical Considerations.

Beatrice Amico, Carlo Combi, Anna Dalla Vecchia, Sara Migliorini, Barbara Oliboni, Elisa Quintarelli

Proceedings of the Enterprise Design, Operations, and Computing. EDOC 2024 Workshops, 2024

2023

Explainable temporal data mining techniques to support the prediction task in Medicine.

Beatrice Amico

PhD thesis, 2023

Discovering Predictive Dependencies on Multi-Temporal Relations.

Beatrice Amico, Carlo Combi, Romeo Rizzi, Pietro Sala

Proceedings of the 30th International Symposium on Temporal Representation and Reasoning, 2023

Supporting the Prediction of AKI Evolution Through Interval-Based Approximate Predictive Functional Dependencies.

Beatrice Amico, Carlo Combi

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

A manifesto on explainability for artificial intelligence in medicine.

Carlo Combi, Beatrice Amico, Riccardo Bellazzi, Andreas Holzinger, Jason H. Moore, Marinka Zitnik, John H. Holmes

Artif. Intell. Medicine, 2022

A 3-Window Framework for the Discovery and Interpretation of Predictive Temporal Functional Dependencies.

Beatrice Amico, Carlo Combi

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

Discovering predictive trend-event patterns in temporal clinical data.

Matteo Mantovani, Beatrice Amico, Carlo Combi

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

A Reproducible ETL Approach for Window-based Prediction of Acute Kidney Injury in Critical Care Unit and Some Preliminary Results with Support Vector Machines.

Isabela A. Chiorean, Beatrice Amico, Carlo Combi, John H. Holmes

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2019

A Dashboard for Latent Class Trajectory Modeling: Application in Rheumatoid Arthritis.

Beatrice Amico, Arianna Dagliati, Darren Plant, Anne Barton, Niels Peek, Nophar Geifman

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019