Publications

Welcome to the Deliverables & Documents section! Here you will find project deliverables published on Zenodo as well as other written outputs by the project.
Stay tuned for updates!

Type of content
Showing 1 - 10 of 41
Working paper

Trustworthy AI for Transformative Healthcare: Experience from Four European Innovation Projects

Published on:
This white paper synthesises insights and experiences from four EU-funded Horizon Europe projects, SmartCHANGE, AI-PROGNOSIS, TRUSTroke, and ... Read more
Authors: Domenici, Diego Dylan; Favaro, John; Mancuso, Elena; Leipuvienė, Kristina; SANJUAN, ESTELA; Lyreskog, David; Rivera Sanchez, Laura; Hadjidimitriou, Stelios; Drivas, Ioannis; Giakoumaki, Daphne
Project deliverable

D7.2 - Midterm recruitment report

Published on:
This document describes recruitment progress of the feasibility study that is meant to explore the use of the SmartCHANGE tools in different real-world health care contexts and identify possible problems with its acceptability and delivery.... Read more
Authors: University of Ljubljana
Presentation

Co-designing the path for AI-driven paediatric health: the SmartCHANGE Open Innovation Webinar

Published on:
On 1 July 2026, SmartCHANGE hosted a webinar entitled "Co-designing the path for AI-driven paediatric health: the SmartCHANGE Open Innovation Webinar".... Read more
Authors: Domenici, Diego Dylan; op den Akker, Harm; Di Giacomo, Valentina; Luštrek, Mitja; Sorić, Maroje; Favaro, John
Conference paper

Federated Learning with Energy-Based Structured Probabilistic Inference

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Federated learning typically aggregates client updates using fixed or heuristic weighting rules, which can be suboptimal when clients have heterogeneous data and varying contributions to the global model.... Read more
Authors: Università della Svizzera italiana
Project deliverable

D1.3 - Updated Data Management Plan

Published on:
The current deliverable (D1.3) defines and describes the updated and final Data Management Plan (DMP) of SmartCHANGE.... Read more
Authors: University of Piraeus
Conference paper

Mitigating Prompt-Induced Cognitive Biases in General-Purpose AI for Software Engineering

Published on:
Prompt-induced cognitive biases are changes in a general-purpose AI (GPAI) system's decisions caused solely by biased wording in the input (e.g., framing, anchors), not task logic.... Read more
Authors: Università della Svizzera italiana
Scientific publication

Prospective association between descriptive accelerometer-derived physical behaviour metrics and cardiometabolic risk indicators in Dutch children: The ABCD study

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To better understand which aspects of physical behavior are most critical for health, this study investigated prospective associations between various accelerometer-derived physical activity (PA) and sedentary behaviour (SB) metrics with cardiometabolic risk indicators.... Read more
Authors: Amsterdam UMC Location VUmc
Conference paper

FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts

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Federated Learning (FL) enables collaborative model training across multiple clients while preserving data privacy. Traditional FL methods often use a global model to fit all clients, assuming that clients' data are independent and identically distributed (IID).... Read more
Authors: Università della Svizzera italiana
Presentation

SmartCHANGE Webinar - Putting Health Tools into practice: Designing feasibility studies at an international scale

Published on:
On 11 November 2025, SmartCHANGE hosted a webinar entitled "Putting Health Tools into practice: Designing feasibility studies at an international scale".... Read more
Authors: Domenici, Diego Dylan; op den Akker, Harm; Di Giacomo, Valentina; Jurak, Gregor; Tammelin, Tuija; Laaksonen, Heikki; Dictus, Claudia; Hoogsteder, Mariëtte; Ribeiro, Jose; Bomrah, Sherali
Conference paper

SmartCHANGE Risk Prediction Tool: Next-Generation Risk Assessment for Children and Youth

Published on:
Non-communicable chronic diseases (NCDs), largely driven by lifestyle factors such as poor nutrition, physical inactivity, and obesity, account for over 70% of mortality in Europe.... Read more
Authors: Nina Reščič, Marko Jordan, Sebastjan Kramar, Ana Krstevska, Marcel Založnik, Lotte van der Jagt, Harm op den Akker, Martijn Vastenburg, Mitja Luštrek, Valentina Di Giacomo, Elena Mancuso, Dario Fenoglio, Gabriele Dominici