Vince I. Madai · Research
AI ethics and meta-research
I lead the Responsible Algorithms research group at the BIH QUEST Center for Responsible Research, Charité – Universitätsmedizin Berlin. Our research focuses on AI ethics, meta-research and responsible research practices in health AI.
In our group, we study how AI systems should be developed, assessed and deployed. Specifically, we are interested in how their development and use can be made more robust, transparent and ethically justifiable. This includes examining the research practices that shape these systems and the methods used to evaluate them. Through meta-research, we investigate how research is conducted and where its methods and reporting can be improved.
A central question in our work is how we can improve the translation of health AI tools into clinical practice. Despite considerable interest in healthcare AI, establishing clinical value and implementing these systems in routine care remain challenges. We see AI ethics and meta-research as approaches to narrowing this gap and helping more AI systems reach patients.