CTxAI: Quality by design of clinical studies using explainable AI (Innolink: 101.466 IP-ICT)

• Unité de recherche: INNOSUISSE
• Numéro de projet: 61492.1 IP-ICT
• Titre du projet anglais: CTxAI: Quality by design of clinical studies using explainable AI (Innolink: 101.466 IP-ICT)

Description succincte (Allemand)

CTxAI: Quality by design of clinical studies using explainable AI (Innolink: 101.466 IP-ICT)

Description succincte (Anglais)

CTxAI: Quality by design of clinical studies using explainable AI

Résumé des résultats (Abstract) (Allemand)

To improve CT protocol design, the proposed research topic is to assess micro-level risks through data-driven modelling supported by deep learning and NLP technologies. The micro risk analysis empowers explainability of individual risk factors within the trial protocol and support risk mitigation.