Liubov Shilova is a researcher at the MaD Lab in FAU and Helmholtz Center in Munich, specializing in machine learning applications in medicine and biology. With a background in bioinformatics, machine learning, and physiology, her work focuses on developing advanced computational models for analyzing large-scale biomedical and clinical datasets. She is particularly interested in representation learning, transformer-based models, and predictive modeling to improve healthcare and disease understanding.