Giulio Mallardi

16 papers Journal 1Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Diffusion Models for Neuroimaging Data Augmentation: Assessing Realism and Clinical Relevance.
J. Medical Syst.
Giulio Mallardi, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Benedetta Tafuri
2025 — conf
MLOps in the Healthcare Domain: a Systematic Literature Review.
SEAA (2)
Giulio Mallardi, Luigi Quaranta, Fabio Calefato, Filippo Lanubile
2025 — conf
MLOps-Driven Automation of Regulatory Documentation for AI-Based Medical Software.
MLOps@ECAI
Fabrizio Rosmarino, Giulio Mallardi, Luigi Quaranta, Filippo Lanubile
2025 — ed.
Proceedings of the 1st ECAI Workshop on Machine Learning Operations (MLOps25@ECAI 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25, 2025.
MLOps@ECAI
Luigi Quaranta, Giulio Mallardi, Antonella Carbonaro
2025 — conf
Towards Ensuring Responsible AI for Medical Device Certification.
RAIE
Giulio Mallardi, Luigi Quaranta, Fabio Calefato, Filippo Lanubile
2024 — conf
A Preliminary Study on Augmenting Neuroimaging data using a Diffusion Model (Short Paper).
HC@AIxIA
Andrea Basile, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Giulio Mallardi, Benedetta Tafuri
2024 — conf
An MLOps Approach for Deploying Machine Learning Models in Healthcare Systems.
BIBM
Giulio Mallardi, Fabio Calefato, Luigi Quaranta, Filippo Lanubile
2024 — conf
An MLOps Solution Framework for Transitioning Machine Learning Models into eHealth Systems.
Ital-IA
Andrea Basile, Fabio Calefato, Filippo Lanubile, Giulio Mallardi, Luigi Quaranta
2020 — conf
A Proposal of Case-Based Approach to Clinical Pathway Modeling Support.
EAIS
Carmelo Ardito, Francesco Bellifemine, Tommaso Di Noia, Domenico Lofù, Giulio Mallardi
2020 — conf
Adaptive Critical Care Intervention in the Internet of Medical Things.
EAIS
Andrea Pazienza, Roberto Anglani, Giulio Mallardi, Corrado Fasciano, Pietro Noviello, Corrado Tatulli, Felice Vitulano
2020 — conf
An Edge Ambient Assisted Living Process for Clinical Pathway.
ForItAAL
Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano
2020 — conf
Management at the Edge of Situation Awareness During Patient Telemonitoring.
AI*IA
Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano
2020 — conf
Towards a Situation Awareness for eHealth in Ageing Society.
AIxAS@AI*IA
Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano
2020 — conf
Towards a Trustworthy Patient Home-Care Thanks to an Edge-Node Infrastructure.
HCSE
Carmelo Ardito, Tommaso Di Noia, Eugenio Di Sciascio, Domenico Lofù, Giulio Mallardi, Claudio Pomo, Felice Vitulano
2019 — conf
Artificial Intelligence on Edge Computing: a Healthcare Scenario in Ambient Assisted Living.
AI*AAL@AI*IA
Andrea Pazienza, Giulio Mallardi, Corrado Fasciano, Felice Vitulano
2014 — conf
Learning and Recognizing Routines and Activities in SOFiA.
AmI
Berardina De Carolis, Stefano Ferilli, Giulio Mallardi