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Generative AI-empowered digital twin for immersive training in cardiac surgery

Cardiovascular diseases remain the leading cause of mortality worldwide (WHO,2019). In particular, coronary artery disease often requires coronary artery bypass…
Data analytics & Artificial Intelligence
Engineering Health and Well-being

A framework for low-resource bias detection and mitigation in Transformer-based AI models

Modern Large Language Models (LLMs) are increasingly deployed across education [11, 2], healthcare [12], recommender systems [5, 20], and other domains; often…
Data analytics & Artificial Intelligence

Compressing Graph Data: From Signal Processing to Machine Learning

Graph signal processing (GSP) [1-3] and graph machine learning (GML) [4-6] are research fields that aim to generalize classical concepts from signal processing…
Data analytics & Artificial Intelligence

Towards a Functional Record Theory: Applications to Anomaly Detection

Record theory provides key probabilistic tools to understand extreme events : phenomena that exceed typical fluctuations and drive critical decisions in science…
Data analytics & Artificial Intelligence

AI and the Restructuring of the Software Development Market: Evidence from Open Source Ecosystems

Open source software development, a pillar of collective innovation and production of digital commons (Lerner & Tirole, 2000; Lakhani & von Hippel, 2003), is…
Data analytics & Artificial Intelligence
Digital Trust

Knowledge Graph Generation and Multimodal Fusion for Reasoning on Collaboration: A Hybrid Approach Combining Graph Neural Networks, Language Models, and Logical Inference

We are moving towards a world in which software development will increasingly rely on the collaboration of AI agents. This project is the first step in forging…
Data analytics & Artificial Intelligence
Sustainable Transformation of Organisations

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