Mansfield People

Professor Tingting Zhu

Stipendiary Lecturer in Engineering

Contact

tingting.zhu@eng.ox.ac.uk

Professor Tingting Zhu

Stipendiary Lecturer in Engineering

Professor Tingting Zhu graduated with the DPhil degree in information and biomedical engineering at Oxford University in 2016. This followed her MSc in Biomedical Engineering at University College London and BEng (Hons) in Electrical Engineering from the University of Malta.

After DPhil, Tingting was awarded a Stipendiary Junior Research Fellowship at St. Hilda's College, Oxford. In 2018, Tingting was appointed as the first Associate Member of Faculty at the Department of Engineering Science; in 2019, following the award of her Royal Academy of Engineering Research Fellowship, she was appointed to full Member of Faculty at the Department of Engineering Science.

Tingting is a Non-Tutorial Fellow at Kellogg College and a Stipendiary College Lecturer at Mansfield College.

Research interests

Tingting’s research interests lie in machine learning for healthcare applications and she has developed probabilistic techniques for reasoning about time-series medical data. Her work involves the development of machine learning for understanding complex patient data, with an emphasis on Bayesian inference, deep learning, and applications involving the developing world.

Research Groups

Biomedical Signal Processing and Instrumentation Computational Health Informatics

Current Projects

Machine learning for improving decision-making with telemedicine
Prognosis and diagnosis of adversarial events in multimorbid population
Dynamic modelling for understanding the impact of interventions on the hospital system
Phenotyping patients with complex diseases via electronic patient information
Machine learning for early cancer detection as well as treatment response
Digital twin and its application in healthcare
Modelling of treatment effect and treatment recommendation