Multimodal and robust prediction of radiotherapy toxicities: foundation model fusion and domain adaptation for low-data-rate scenarios

Radiotherapy is an essential modality in cancer treatment, enabling the selective destruction of tumour cells and control of disease progression. Although…

CONTOURA: CONtext-aware Territorial decisiOn Analysis with Utility, Resilience and Acceptability

Decision-making (DM) processes in territorial contexts typically involve multiple stakeholders with heterogeneous preferences, operating in uncertain…
Sustainable Transformation of Organisations

Machine Learning and Technologies Development for XEMIS2, the First Liquid Xenon Compton Camera Designed to Push Diagnostic Limits with Functional in vivo Gamma Medical Imaging

The XEMIS (XEnon Medical Imaging System) project, launched in 2004 at the Subatech laboratory, is part of the development of a breakthrough technology in…

Investigation of Compact and Multi Band Waveguide Array Antennas for Space Applications

Topic: Non-Terrestrial Networks (NTN) are strongly encouraged for the next generation of high connectivity solutions in 2030, notably through the IRIS²…
Networks & IoT

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…