Learning and Recognizing Routines and Activities in SOFiA. - Berardina De Carolis; Stefano Ferilli; Giulio Mallardi (AmI, 2014)

Artificial Intelligence on Edge Computing: a Healthcare Scenario in Ambient Assisted Living. - Andrea Pazienza; Giulio Mallardi; Corrado Fasciano; Felice Vitulano (AI*AAL@AI*IA, 2019)

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 (AIxAS@AI*IA, 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 (AI*IA, 2020)

A Proposal of Case-Based Approach to Clinical Pathway Modeling Support. - Carmelo Ardito; Francesco Bellifemine; Tommaso Di Noia; Domenico Lofù; Giulio Mallardi (EAIS, 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 (EAIS, 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 (ForItAAL, 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 (HCSE, 2020)

An MLOps Approach for Deploying Machine Learning Models in Healthcare Systems. - Giulio Mallardi; Fabio Calefato; Luigi Quaranta; Filippo Lanubile (BIBM, 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 (HC@AIxIA, 2024)

An MLOps Solution Framework for Transitioning Machine Learning Models into eHealth Systems. - Andrea Basile; Fabio Calefato; Filippo Lanubile; Giulio Mallardi; Luigi Quaranta (Ital-IA, 2024)

Towards Ensuring Responsible AI for Medical Device Certification. - Giulio Mallardi; Luigi Quaranta; Fabio Calefato; Filippo Lanubile (RAIE, 2025)