Fiorella Guadagni

According to our database, Fiorella Guadagni authored at least 8 papers between 2015 and 2024.

Collaborative distances:

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

2024

Evaluating Explainable Machine Learning Models for Clinicians.

Noemi Scarpato, Aria Nourbakhsh, Patrizia Ferroni, Silvia Riondino, Mario Roselli, Francesca Fallucchi, Piero Barbanti, Fiorella Guadagni, Fabio Massimo Zanzotto

Cogn. Comput., July, 2024

Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease.

Arianna Mencattini, Elena Daprati, David Della-Morte, Fiorella Guadagni, Federica Sangiuolo, Eugenio Martinelli

Frontiers Artif. Intell., 2024

Drug recommendation ranking for personalized medicine using outcomes of retrospective cancer patients.

Noemi Scarpato, Silvia Riondino, Aria Nourbakhsh, Mario Roselli, Patrizia Ferroni, Fiorella Guadagni, Fabio Massimo Zanzotto

Expert Syst. Appl., 2024

2022

Active Informed Consent to Boost the Application of Machine Learning in Medicine.

Marco Gerardi, Katarzyna Barud, Marie-Catherine Wagner, Nikolaus Forgó, Francesca Fallucchi, Noemi Scarpato, Fiorella Guadagni, Fabio Massimo Zanzotto

CoRR, 2022

2020

When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey.

Antonio-Jesús Banegas-Luna, Jorge Peña-García, Adrian Iftene, Fiorella Guadagni, Patrizia Ferroni, Noemi Scarpato, Fabio Massimo Zanzotto, Andrés Bueno-Crespo, Horacio Pérez Sánchez

CoRR, 2020

2017

RISK: A Random Optimization Interactive System Based on Kernel Learning for Predicting Breast Cancer Disease Progression.

Fiorella Guadagni, Fabio Massimo Zanzotto, Noemi Scarpato, Alessandro Rullo, Silvia Riondino, Patrizia Ferroni, Mario Roselli

Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2015

Personal and Sensitive Data in the e-Health-IoT Universe.

Fiorella Guadagni, Noemi Scarpato, Patrizia Ferroni, Grazia D'Ottavi, Fernando Boavida, Mario Roselli, Graziano Garrisi, Andrea Lisi

Proceedings of the Internet of Things. IoT Infrastructures, 2015

People-Centric Internet of Things - Challenges, Approach, and Enabling Technologies.

Fernando Boavida, Andreas Kliem, Thomas Renner, Jukka Riekki, Christophe Jouvray, Michal Jacovi, Stepan Ivanov, Fiorella Guadagni, Paulo Gil, Alicia Triviño

Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015