Ping has been awarded the degree of PhD in Biomedical Engineering at the University of Bern (Switzerland) with the Latin honors magna cum laude. Particular focus was given on advanced medical image analysis of the human facial nerve based on machine learning technologies, in order to improve cochlear implantation image-guided planning.
Having joined the Institute of Biomedical Engineering at the University of Oxford in 2018, Ping worked on the SmartHeart project and developed spatio-temporal convolutional networks for cardiac motion estimation and regional analysis of LV function; to characterize differences between healthy and diseased hearts. Her current project involves collaboration with clinicians in Vietnam - focusing on deep learning applied to healthcare using time-series sensor data.
- Machine learning
- Medical image analysis
- Cardiovascular Imaging
- Signal processing in Cardiac Electrophysiology