Description du projet
La confiance dans la santé numérique
Dans le domaine en pleine évolution des soins de santé pilotés par l’IA, le principal défi consiste à instaurer la confiance. Peut-on se fier à ces progrès? Face au nombre croissant d’innovations en matière d’IA ayant fait leurs preuves, des doutes subsistent, alimentant un débat permanent sur la fiabilité de l’IA dans le domaine des soins de santé. Soutenu par le programme Actions Marie Skłodowska-Curie, le projet HarmonicAI rassemble des experts de l’IA, des soins de santé, de l’internet des objets et plus encore. Son objectif consiste à proposer des lignes directrices concrètes, favorisant le déploiement éthique des services de santé numérique alimentés par l’IA. Ce projet représente non seulement une percée, mais aussi un engagement à développer et à utiliser l’IA d’une manière éthique et digne de confiance.
Objectif
Artificial Intelligence (AI) is one of the most significant pillars for the digital transformation of modern healthcare systems which will leverage the growing volume of real-world data collected through wearables and sensors, and consider multitude of complex interactions between diseases and individual/population. While AI-enabled digital health services and products are rapidly expanding in volume and variety, most of the AI innovations remain in the form of proof-of-concept. There is a continuous debate regarding whether AI is worthy of trust. The EU AI HLEG has defined that trustworthy AI systems should be lawful, ethical and robust. To translate it into actionable practices, provision of explainability, fairness and privacy is crucial. A considerable volume of research has been conducted in the areas of explainable AI, fair AI and privacy-preserving AI. However, the current research efforts to tackle the three challenges are fragmented and have culminated in a variety of solutions with heterogeneous, non-interoperable, or even conflicting capabilities. The ambitious vision of HarmonicAI is to build a human-machine collaborative multi-objective design framework to foster coherently explainable, fair and privacy-preserving AI for digital health. HarmonicAI draws together proven experts in AI, health care, IoT, data science, privacy, cyber security, software engineering, HCI and industrial design with an underlying common aim to develop concrete technical and operational guidelines for AI practitioners to design human-centered, domain-specific, requirement-oriented trustworthy AI solutions, accelerating the scalable deployment of AI-powered digital health services and offering assurance to the public that AI in digital health is being developed and used in an ethical and trustworthy manner.
Champ scientifique
- natural sciencescomputer and information sciencesartificial intelligence
- natural sciencescomputer and information sciencesdata science
- natural sciencescomputer and information sciencesinternetinternet of things
- engineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringsensors
- natural sciencescomputer and information sciencescomputer security
Mots‑clés
Programme(s)
- HORIZON.1.2 - Marie Skłodowska-Curie Actions (MSCA) Main Programme
Régime de financement
HORIZON-TMA-MSCA-SE - HORIZON TMA MSCA Staff ExchangesCoordinateur
7000 803 Evora
Portugal