Descrizione del progetto
L’IA al servizio di un processo decisionale clinico più sicuro durante la riabilitazione
Si ritiene che l’intelligenza artificiale possa giovare all’assistenza sanitaria migliorando l’efficienza del personale medico, la fornitura di pratiche di riabilitazione e individuando gli interventi con gli esiti migliori. Tuttavia, occorrono linee guida e procedure operative dettagliate per utilizzare l’IA nelle applicazioni sanitarie. Per soddisfare tale esigenza, il progetto AISN, finanziato dall’UE, propone di sviluppare una piattaforma di IA che integra diversi aspetti del percorso dei pazienti durante la riabilitazione. L’obiettivo è garantire un impiego etico e affidabile dell’IA nel settore sanitario. Verranno pertanto convalidati vari metodi di acquisizione dei dati e di interpretazione clinica, nonché interventi e strategie di previsione basate su modelli, conducendo a un processo decisionale più sicuro basato sull’intelligenza artificiale.
Obiettivo
Health services are increasingly moving towards a treatment continuum aligned with the patient journey. This transition will critically depend on the successful deployment of trustworthy AI-enhanced technologies that are accurate, secure, and trusted. The AISN project will develop and validate operating procedures and guidelines for integrating AI in a healthcare continuum, focussing on post-stroke rehabilitation. AISN delivers a representative AI health platform built from integrating validated platforms for data acquisition and access, clinical interpretation, whole-brain simulation, clinically validated intervention delivery and optimization and model-based prediction. The AISN integrated platform will be validated in the clinical context of rehabilitation in the outpatient and at-home phase and facilitate a concrete assessment of the fundamental ways in which AI-enhanced clinical decision-support will change the care pathway and the formulation of novel AI compatible treatment guidelines. AISN ensures an ethical approach by developing legal and ethical guidelines for the robust, fair, and trustworthy deployment of AI in health and validating acceptance and transparency of its solutions. Building on the AISN platform, the project will test current standard operating procedures for integrating AI in health care and formulate and validate new ones where needed. The AISN guidelines and procedures will emphasize the evidence base and safety of clinical interventions, transparency, prognostics at varying time-scales, personalization of interventions, access to disease-specific information by clinicians, patients and their carers, and assure that the potential of AI is fully developed in the service of value-based medicine satisfying standards of security and safety. We will go beyond currently available guidelines and frameworks by emphasizing explainability, AI tools with evolving performance, and the dynamic interaction between users and algorithms.
Campo scientifico
Parole chiave
Programma(i)
Meccanismo di finanziamento
HORIZON-RIA - HORIZON Research and Innovation ActionsCoordinatore
6525 XZ Nijmegen
Paesi Bassi