Organisation Name
University of Glasgow
Industry
N/A
Organisation Website
https://www.gla.ac.uk/news/headline_1054147_en.html
Country
United Kingdom
Sustainable Development Goals (SDGs)
SDG 3: Good Health and Well-being
SDG 5: Gender Equality
General Description of the AI tool
Our project addresses the uncharted influence of gender on AI-driven vital sign monitoring using radar data. Current AI systems may have gender biases, leading to disparities in detecting vital signs like respiration and heartbeats. We aim to evaluate AI performance on male, female, and combined datasets, uncover biases, and implement mitigation strategies such as adjusting decision thresholds and fairness algorithms. Continuous monitoring will ensure fairness and precision. The findings will enhance AI systems' effectiveness, promoting equitable healthcare outcomes.
Github, open data repository
https://github.com/Nour-Ghadban-AI
Relevant Research and Publications
We have not published yet, but we received the Women in Science Chair Award 2024 from the Scientific Committee and the Steering Committee of the Women and Science Chair in France for this project.
Needs
Mentorship Program