Her research interests are developing and applying statistical machine learning methods to complex real life applications in particular biomedical data. She is particularly interested in developing probabilistic models for: data fusion/integration from multiple sources of information, data privacy and AI ethical issues in healthcare; and for building effective recommender systems ready for use by medical practitioners in their daily tasks.