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ORCIDGiulio Mallardi
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2020 – today
- 2025
[j1]Giulio Mallardi
, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Benedetta Tafuri:
Diffusion Models for Neuroimaging Data Augmentation: Assessing Realism and Clinical Relevance. J. Medical Syst. 49(1): 161 (2025)- [c14]Giulio Mallardi, Luigi Quaranta, Fabio Calefato, Filippo Lanubile:
MLOps in the Healthcare Domain: a Systematic Literature Review. SEAA (2) 2025: 334-349 - [c13]Fabrizio Rosmarino, Giulio Mallardi, Luigi Quaranta, Filippo Lanubile:
MLOps-Driven Automation of Regulatory Documentation for AI-Based Medical Software. MLOps@ECAI 2025: 80-84 - [c12]Giulio Mallardi, Luigi Quaranta, Fabio Calefato, Filippo Lanubile:
Towards Ensuring Responsible AI for Medical Device Certification. RAIE 2025: 29-32 - [e1]Luigi Quaranta, Giulio Mallardi, Antonella Carbonaro:
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. CEUR Workshop Proceedings 4109, CEUR-WS.org 2025 [contents] - 2024
- [c11]Giulio Mallardi, Fabio Calefato, Luigi Quaranta, Filippo Lanubile:
An MLOps Approach for Deploying Machine Learning Models in Healthcare Systems. BIBM 2024: 6832-6837 - [c10]Andrea Basile, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Giulio Mallardi, Benedetta Tafuri:
A Preliminary Study on Augmenting Neuroimaging data using a Diffusion Model (Short Paper). HC@AIxIA 2024: 272-280 - [c9]Andrea Basile, Fabio Calefato, Filippo Lanubile, Giulio Mallardi, Luigi Quaranta:
An MLOps Solution Framework for Transitioning Machine Learning Models into eHealth Systems. Ital-IA 2024: 318-323 - 2020
- [c8]Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano:
Towards a Situation Awareness for eHealth in Ageing Society. AIxAS@AI*IA 2020: 40-55 - [c7]Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano:
Management at the Edge of Situation Awareness During Patient Telemonitoring. AI*IA 2020: 372-387 - [c6]Carmelo Ardito, Francesco Bellifemine, Tommaso Di Noia, Domenico Lofù, Giulio Mallardi:
A Proposal of Case-Based Approach to Clinical Pathway Modeling Support. EAIS 2020: 1-6 - [c5]Andrea Pazienza, Roberto Anglani, Giulio Mallardi, Corrado Fasciano, Pietro Noviello, Corrado Tatulli, Felice Vitulano:
Adaptive Critical Care Intervention in the Internet of Medical Things. EAIS 2020: 1-8 - [c4]Carmelo Ardito, Tommaso Di Noia, Corrado Fasciano, Domenico Lofù, Nicola Macchiarulo, Giulio Mallardi, Andrea Pazienza, Felice Vitulano:
An Edge Ambient Assisted Living Process for Clinical Pathway. ForItAAL 2020: 363-374 - [c3]Carmelo Ardito, Tommaso Di Noia, Eugenio Di Sciascio, Domenico Lofù, Giulio Mallardi, Claudio Pomo, Felice Vitulano:
Towards a Trustworthy Patient Home-Care Thanks to an Edge-Node Infrastructure. HCSE 2020: 181-189
2010 – 2019
- 2019
- [c2]Andrea Pazienza, Giulio Mallardi, Corrado Fasciano, Felice Vitulano:
Artificial Intelligence on Edge Computing: a Healthcare Scenario in Ambient Assisted Living. AI*AAL@AI*IA 2019: 22-37 - 2014
- [c1]Berardina De Carolis, Stefano Ferilli, Giulio Mallardi:
Learning and Recognizing Routines and Activities in SOFiA. AmI 2014: 191-204
Coauthor Index
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