{"id":208,"date":"2025-05-21T08:11:35","date_gmt":"2025-05-21T08:11:35","guid":{"rendered":"https:\/\/collab.di.uniba.it\/giulio-mallardi\/?page_id=208"},"modified":"2026-04-05T20:08:55","modified_gmt":"2026-04-05T20:08:55","slug":"publications","status":"publish","type":"page","link":"https:\/\/collab.di.uniba.it\/giulio-mallardi\/publications\/","title":{"rendered":"Pubblicazioni"},"content":{"rendered":"<div class=\"gm-page\">\n<p><!-- 2025 --><\/p>\n<h3 class=\"gm-courses-heading\">2025<\/h3>\n<div class=\"gm-course-card\">\n<div class=\"gm-course-main\">\n<div class=\"gm-course-name\">Diffusion Models for Neuroimaging Data Augmentation: Assessing Realism and Clinical Relevance<\/div>\n<ul class=\"gm-course-meta\">\n<li>Giulio Mallardi, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Benedetta Tafuri<\/li>\n<li class=\"gm-course-location\">Journal of Medical Systems \u00b7 Springer, 2025<\/li>\n<\/ul><\/div>\n<div class=\"gm-course-action\"><a class=\"gm-course-btn\" href=\"https:\/\/doi.org\/10.1007\/s10916-025-02300-1\" target=\"_blank\" rel=\"noopener\">\u2197 View<\/a><\/div>\n<\/div>\n<div class=\"gm-course-card\">\n<div class=\"gm-course-main\">\n<div class=\"gm-course-name\">Integrating AI into Healthcare Systems: A Multivocal Literature Review<\/div>\n<ul class=\"gm-course-meta\">\n<li>Giulio Mallardi, Fabio Calefato, Luigi Quaranta, Filippo Lanubile<\/li>\n<li class=\"gm-course-location\">Smart Health \u00b7 Elsevier, 2025<\/li>\n<\/ul><\/div>\n<div class=\"gm-course-action\"><a class=\"gm-course-btn\" href=\"https:\/\/doi.org\/10.1016\/j.smhl.2025.100631\" target=\"_blank\" rel=\"noopener\">\u2197 View<\/a><\/div>\n<\/div>\n<div class=\"gm-course-card\">\n<div class=\"gm-course-main\">\n<div class=\"gm-course-name\">MLOps-Driven Automation of Regulatory Documentation for AI-Based Medical Software<\/div>\n<ul class=\"gm-course-meta\">\n<li>Fabrizio Rosmarino, Giulio Mallardi, Luigi Quaranta, Filippo Lanubile<\/li>\n<li class=\"gm-course-location\">MLOps25 @ ECAI 2025 \u00b7 Bologna, Italy \u00b7 CEUR-WS, 2025<\/li>\n<\/ul><\/div>\n<div class=\"gm-course-action\"><a class=\"gm-course-btn\" href=\"https:\/\/ceur-ws.org\/Vol-4109\/paper8.pdf\" target=\"_blank\" rel=\"noopener\">\u2197 View<\/a><\/div>\n<\/div>\n<div class=\"gm-course-card\">\n<div class=\"gm-course-main\">\n<div class=\"gm-course-name\">MLOps in the Healthcare Domain: a Systematic Literature Review<\/div>\n<ul class=\"gm-course-meta\">\n<li>Giulio Mallardi, Luigi Quaranta, Fabio Calefato, Filippo Lanubile<\/li>\n<li class=\"gm-course-location\">SEAA 2025 \u00b7 LNCS vol 16082 \u00b7 Springer, Cham<\/li>\n<\/ul><\/div>\n<div class=\"gm-course-action\"><a class=\"gm-course-btn\" href=\"https:\/\/doi.org\/10.1007\/978-3-032-04200-2_23\" target=\"_blank\" rel=\"noopener\">\u2197 View<\/a><\/div>\n<\/div>\n<div class=\"gm-course-card\">\n<div class=\"gm-course-main\">\n<div class=\"gm-course-name\">Towards Ensuring Responsible AI for Medical Device Certification<\/div>\n<ul class=\"gm-course-meta\">\n<li>Giulio Mallardi, Luigi Quaranta, Fabio Calefato, Filippo Lanubile<\/li>\n<li class=\"gm-course-location\">RAIE @ ICSE 2025 \u00b7 IEEE\/ACM<\/li>\n<\/ul><\/div>\n<div class=\"gm-course-action\"><a class=\"gm-course-btn\" href=\"https:\/\/doi.org\/10.1109\/RAIE66699.2025.00009\" target=\"_blank\" rel=\"noopener\">\u2197 View<\/a><\/div>\n<\/div>\n<p><!-- 2024 --><\/p>\n<h3 class=\"gm-courses-heading\">2024<\/h3>\n<div class=\"gm-course-card\">\n<div class=\"gm-course-main\">\n<div class=\"gm-course-name\">An MLOps Approach for Deploying Machine Learning Models in Healthcare Systems<\/div>\n<ul class=\"gm-course-meta\">\n<li>Giulio Mallardi, Fabio Calefato, Luigi Quaranta, Filippo Lanubile<\/li>\n<li class=\"gm-course-location\">IEEE BIBM 2024 \u00b7 Workshop on Advanced SAI-based applications in healthcare<\/li>\n<\/ul><\/div>\n<div class=\"gm-course-action\"><a class=\"gm-course-btn\" href=\"http:\/\/doi.org\/10.1109\/BIBM62325.2024.10822603\" target=\"_blank\" rel=\"noopener\">\u2197 View<\/a><\/div>\n<\/div>\n<div class=\"gm-course-card\">\n<div class=\"gm-course-main\">\n<div class=\"gm-course-name\">A Preliminary Study on Augmenting Neuroimaging data using a Diffusion Model<\/div>\n<ul class=\"gm-course-meta\">\n<li>Andrea Basile, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Giulio Mallardi, Benedetta Tafuri<\/li>\n<li class=\"gm-course-location\">AIxIA 2024 Workshop on AI for Healthcare \u00b7 CEUR-WS<\/li>\n<\/ul><\/div>\n<div class=\"gm-course-action\"><a class=\"gm-course-btn\" href=\"https:\/\/ceur-ws.org\/Vol-3880\/paper24.pdf\" target=\"_blank\" rel=\"noopener\">\u2197 View<\/a><\/div>\n<\/div>\n<div class=\"gm-course-card\">\n<div class=\"gm-course-main\">\n<div class=\"gm-course-name\">An MLOps Solution Framework for Transitioning Machine Learning Models into eHealth Systems<\/div>\n<ul class=\"gm-course-meta\">\n<li>Andrea Basile, Fabio Calefato, Filippo Lanubile, Giulio Mallardi, Luigi Quaranta<\/li>\n<li class=\"gm-course-location\">Ital-IA 2024 \u00b7 4th CINI National Lab AIIS Conference \u00b7 CEUR-WS<\/li>\n<\/ul><\/div>\n<div class=\"gm-course-action\"><a class=\"gm-course-btn\" href=\"https:\/\/ceur-ws.org\/Vol-3762\/524.pdf\" target=\"_blank\" rel=\"noopener\">\u2197 View<\/a><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>2025 Diffusion Models for Neuroimaging Data Augmentation: Assessing Realism and Clinical Relevance Giulio Mallardi, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Benedetta Tafuri Journal of Medical Systems \u00b7 Springer, 2025 \u2197 View Integrating AI into Healthcare Systems: A Multivocal Literature Review<\/p>\n","protected":false},"author":28,"featured_media":298,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-208","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pubblicazioni - Giulio Mallardi<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/collab.di.uniba.it\/giulio-mallardi\/publications\/\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Pubblicazioni - Giulio 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