AMICO, BEATRICE
AMICO, BEATRICE
DIPARTIMENTO DI INFORMATICA
A 3-Window Framework for the Discovery and Interpretation of Predictive Temporal Functional Dependencies
2022-01-01 Amico, Beatrice; Combi, Carlo
A dashboard for latent class trajectory modeling: Application in rheumatoid arthritis
2019-01-01 Amico, Beatrice; Dagliati, Arianna; Plant, Darren; Barton, Anne; Peek, Niels; Geifman, Nophar
A manifesto on explainability for artificial intelligence in medicine.
2022-01-01 Combi, Carlo; Amico, Beatrice; Bellazzi, Riccardo; Holzinger, Andreas; Moore, Jason H.; Zitnik, Marinka; Holmes, John H.
A Reproducible ETL Approach for Window-based Prediction of Acute Kidney Injury in Critical Care Unit and Some Preliminary Results with Support Vector Machines
2021-01-01 Chiorean, Isabela A.; Amico, Beatrice; Combi, Carlo; Holmes, John H.
Data Mining in Medicine
2023-01-01 Amico, Beatrice; Combi, Carlo; Shahar, Yuval
Discovering Predictive Dependencies on Multi-Temporal Relations
2023-01-01 Amico, Beatrice; Combi, Carlo; Rizzi, Romeo; Sala, Pietro
Discovering predictive temporal patterns for Acute Kidney Injury from critical care data
2023-01-01 Amico, Beatrice; Combi, Carlo; Gambaro, Giovanni
Discovering predictive trend-event patterns in temporal clinical data
2021-01-01 Mantovani, Matteo; Amico, Beatrice; Combi, Carlo
Explainable temporal data mining techniques to support the prediction task in Medicine
2023-01-01 Amico, Beatrice
Latent Class Trajectory Modeling of 2-Component Disease Activity Score in 28 Joints Identifies Multiple Rheumatoid Arthritis Phenotypes of Response to Biologic Disease-Modifying Antirheumatic Drugs
2020-01-01 Dagliati, Arianna; Plant, Darren; Nair, Nisha; Jani, Meghna; Amico, Beatrice; Peek, Niels; Morgan, Ann W.; Isaacs, John; Wilson, Anthony G.; Hyrich, Kimme L.; Geifman, Nophar; Barton, Anne
Machine learning-based algorithms applied to drug prescriptions and other healthcare services in the Sicilian claims database to identify acromegaly as a model for the earlier diagnosis of rare diseases
2024-01-01 Crisafulli, Salvatore; Fontana, Andrea; L'Abbate, Luca; Vitturi, Giacomo; Cozzolino, Alessia; Gianfrilli, Daniele; De Martino, Maria Cristina; Amico, Beatrice; Combi, Carlo; Trifirò, Gianluca
Predictive mining of multi-temporal relations
2024-01-01 Amico, Beatrice; Combi, Carlo; Rizzi, Romeo; Sala, Pietro
Supporting the Prediction of AKI Evolution Through Interval-Based Approximate Predictive Functional Dependencies
2023-01-01 Amico, Beatrice; Combi, Carlo