CardioID Technologies has been an active partner in the European project VALU3S (Verification and Validation of Automated Systems’ Safety and Security), applying advanced Verification & Validation (V&V) methods to ensure the safety, performance, and reliability of critical systems such as the CardioWheel. As part of this effort, CardioID conducted formal validation of the CardioWheel’s software in collaboration with ISEP-CISTER and the University of Coimbra, ensuring compliance with functional and safety specifications and reinforcing the robustness and predictability of the system.
In parallel, CardioID collaborated with the Swedish National Road and Transport Research Institute (VTI) to collect a new driver drowsiness dataset using the CardioWheel system, supporting the development of more accurate and realistic detection models. Furthermore, in collaboration with ISEP, CardioID validated its drowsiness detection models using adversarial training, as published in Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. The project also enabled the creation of a hardware-in-the-loop validation station, allowing realistic testing of integrated software and hardware components under controlled yet dynamic conditions.
Through its involvement in VALU3S, CardioID has consolidated rigorous V&V methodologies that strengthen the technical credibility of the CardioWheel and its future medical-grade applications. This collaborative work underscores the company’s commitment to safety, regulatory compliance, and innovation at the intersection of digital health and intelligent mobility.