Dr Nghia Q. Nguyen

My work focuses on developing new signal processing algorithms to enhance the quality of medical ultrasonic images. It lays at the intersection of diverse areas, including image science, ultrasound imaging, signal processing, and machine learning. Our recent projects involve developing new ultrasound beamformers to generate very high resolution ultrasound image on the entire imaging plane using either a standard pulse-echo sequence or an advanced coherent plane-wave compounding. Currently, I am interested in developing machine learning models to combine high-order statistics of ultrasound data to analyse the microstructure of underlying tissue at sub-resolution scales of an ultrasonic imaging system.