Hugo Armando Guillen-Ramirez
Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland
I am a Postdoctoral Researcher in Medical Data Science at the University of Bern, developing health risk prediction models from Real-World Data (RWD) to generate Real-World Evidence (RWE).
I hold a PhD in Computer Science and I am an MSCA Postdoctoral Fellow alumni, with over seven years of research experience in machine learning, bioinformatics, and genomics.
My current research focuses on AI-driven healthcare prediction models, integrating causal inference, explainable AI, and federated learning to enhance model reliability and enable clinical decision support.