My research focuses on cardiovascular magnetic resonance imaging technique development, including plaque imaging and 4D flow imaging.
For plaque imaging, we have developed 15 mins multi-contrast, large coverage black blood imaging sequences for neurovascular plaque screening and vulnerable plaque discrimination. We have conducted multi-center trial with this technique in 14 imaging sites, and recruited more than 1,000 patients. We further investigated deep learning algorithm to analyze plaque image quality, plaque morphology and plaque composition automatically.
For 4D flow imaging, we have developed partial separable complex difference constrained reconstruction algorithm with acceleration factor of eight. We further designed ‘real-time’ 2D phase contrast and 4D flow technique to acquire flow images of arrhythmia patients without cardiac triggering. We apply 4D flow to investigated hemodynamic features of intracranial aneurysm, pulmonary hypertension and pulsatile tinnitus.
PhD, Electronic Engineering, Tsinghua University (2005)
BS, Electronic Engineering, Tsinghua University (2000)