Welcome to the Lab
The Fair Machine Learning Lab develops innovative machine learning methods and practical solutions to support fair, trustworthy and responsible artificial intelligence in healthcare. Our research spans fairness-aware machine learning, including methods to identify and mitigate bias across protected features, AI ethics, evaluation frameworks, implementation science, and the development of practical tools that support AI literacy education and risks awareness for healthcare professionals, patients and the public. We work closely with clinicians, patients, policymakers, industry and other stakeholders to co-develop ethical AI frameworks, promote AI literacy and ethics awareness, and translate research into meaningful patient and societal benefit.