Gabriela Morgenshtern

Gabriela develops systems that integrate expert feedback into machine learning models to address alignment and interpretability issues in healthcare data analytics. As a PhD candidate at the University of Zurich, she's built expert-in-the-loop tools that bridge clinicians' domain expertise with data science workflows for biosensor and physiological data. Her work spans uncertainty visualization in clinical ML, analytical transparency in wearables data analysis, and design study methodologies that integrate subjective expert input with objective measurements. She also serves as community manager and chair for DSI Health, coordinating research initiatives for healthcare digitalization research.