Hung D.

Background

About Hung D.

I’m a clinical scientist (Magnetic Resonance Imaging physicist) at Canon Medical Systems USA where I work to translate innovative imaging solutions (Deep Learning Reconstruction, Compressed Sensing, Ultra-short Echo Time imaging, Arterial Spin Labeling, etc.) to the clinical environment by designing and conducting hypothesis-driven and clinical-evaluation research studies and engaging in the FDA 510k application processes. I have a track record of successful collaborations with radiologists, cardiologists, scientists, engineers, application specialists, MRI technologists, product managers, marketers, legal counselors, and regulatory affairs specialists. I enjoy learning new knowledge, generating new ideas, experimenting with new tools, and solving impactful problems in principal ways. My expertise and interests include:+ Design and execute scientifically sound and FDA 510k-cleared hypothesis-driven and clinical-evaluation research studies + End-to-end project management and interdisciplinary collaborations + Fundamental and translational MRI research related to quantitative imaging, novel pulse sequence design, and image reconstruction + Applied data science, statistical learning, machine learning, and deep learning to medical imaging and healthcare + Data visualization, data analysis, and statistics using Python, R, and Matlab + Bayesian methods and probabilistic programming for quantitative imaging with uncertainty quantification + Mathematical modeling, numerical simulations, and optimization + Automatic and reproducible pipelines for data manipulation and visualization, statistical analysis, and report/presentation generation using Git version control, Bash, Python, R, and related packages In my spare time, I enjoy walking in nature and updating the latest advances in science and technology. For more information, please visit my personal website at https://hdocmsu.github.io/