Summary
Overview
Dr Mengyun Qiao is a Research Associate at DSI and Department of Brain Sciences, Imperial College London. Her main research topic is to develop machine learning algorithms for medical image analysis and clinical applications. She currently focuses on developing novel deep generative models which can learn the spatio-temporal variations of cardiac anatomy and exploring clinical applications with generative models. Her research interests include medical image analysis, machine learning, generative models, data augmentation and causality.
Publications
Journals
Qiao M, Wang S, Qiu H, et al. , 2024, CHeart: a conditional spatio-temporal generative model for cardiac anatomy, Ieee Transactions on Medical Imaging, Vol:43, ISSN:0278-0062, Pages:1259-1269