Giulio Mallardi

According to our database, Giulio Mallardi authored at least 12 papers between 2014 and 2025.

Collaborative distances:

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

2025

Towards Ensuring Responsible AI for Medical Device Certification.

Giulio Mallardi, Luigi Quaranta, Fabio Calefato, Filippo Lanubile

Proceedings of the IEEE/ACM International Workshop on Responsible AI Engineering, 2025

2024

An MLOps Solution Framework for Transitioning Machine Learning Models into eHealth Systems.

Andrea Basile, Fabio Calefato, Filippo Lanubile, Giulio Mallardi, Luigi Quaranta

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

A Preliminary Study on Augmenting Neuroimaging data using a Diffusion Model (Short Paper).

Andrea Basile, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Giulio Mallardi, Benedetta Tafuri

Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

An MLOps Approach for Deploying Machine Learning Models in Healthcare Systems.

Giulio Mallardi, Fabio Calefato, Luigi Quaranta, Filippo Lanubile

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2020

Towards a Trustworthy Patient Home-Care Thanks to an Edge-Node Infrastructure.

Carmelo Ardito, Tommaso Di Noia, Eugenio Di Sciascio, Domenico Lofù, Giulio Mallardi, Claudio Pomo, Felice Vitulano

Proceedings of the Human-Centered Software Engineering, 2020

An Edge Ambient Assisted Living Process for Clinical Pathway.

Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano

Proceedings of the Ambient Assisted Living, 2020

Adaptive Critical Care Intervention in the Internet of Medical Things.

Andrea Pazienza, Roberto Anglani, Giulio Mallardi, Corrado Fasciano, Pietro Noviello, Corrado Tatulli, Felice Vitulano

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

A Proposal of Case-Based Approach to Clinical Pathway Modeling Support.

Carmelo Ardito, Francesco Bellifemine, Tommaso Di Noia, Domenico Lofù, Giulio Mallardi

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

Management at the Edge of Situation Awareness During Patient Telemonitoring.

Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano

Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

Towards a Situation Awareness for eHealth in Ageing Society.

Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano

Proceedings of the Italian Workshop on Artificial Intelligence for an Ageing Society 2020 co-located with 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), 2020

2019

Artificial Intelligence on Edge Computing: a Healthcare Scenario in Ambient Assisted Living.

Andrea Pazienza, Giulio Mallardi, Corrado Fasciano, Felice Vitulano

Proceedings of the 5th Italian Workshop on Artificial Intelligence for Ambient Assisted Living 2019, 2019

2014

Learning and Recognizing Routines and Activities in SOFiA.

Berardina De Carolis, Stefano Ferilli, Giulio Mallardi

Proceedings of the Ambient Intelligence, European Conference, 2014