Masashi S.
Graduate Research Assistant @Lampe Joint Department Of Biomedical Engineering Unc & Nc State
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WORK HISTORY
Graduate Research Assistant @Lampe Joint Department Of Biomedical Engineering Unc & Nc State
Chapel Hill, NC, US
Predicting physical properties from ultrasound signals by applying deep learning, such as predicting the speed of sound in the body for diagnostic purposes and B-mode image enhancement- Design and implementation of nonlinear ultrasound simulation techniques - Development and evaluation of Fullwave2, a high-fidelity finite-difference simulation for ultrasound wave propagation (C, CUDA, and OpenMP)- Generation of in silico AI datasets- Development of ultrasound brain imaging utilizing deep learning
EDUCATION
The University of North Carolina at Chapel Hill
Doctor of Philosophy - PhD, Biomedical Engineering
Tohoku University
Master of Engineering - MEng, Aerospace, Aeronautical and Astronautical Engineering
Tohoku University
Bachelor's degree, Aerospace
North Carolina State University
Doctor of Philosophy - PhD, Biomedical engineering
ABOUT MASASHI S.
The primary focus of my research is the development of innovative medical diagnostic technologies that integrate nonlinear ultrasound technology with artificial intelligence (AI).The scope of my research encompasses three primary areas- Physical property prediction from ultrasound signals through the application of deep learning- Design and implementation of nonlinear ultrasound simulation techniques- Development of ultrasound brain imaging utilizing deep learningBefore joining the PhD program, I worked in a biomedical startup company where I was an AI engineer/data scientist involved in the research and development of AI for medical applications.As a key developer and researcher of the AI team, I led the AI team from prototyping, through clinical trials, to commercialization of an influenza diagnosis AI.Please see my CV for further information.keywords: Ultrasound, AI, Deep learning, physics simulation, biomedical engineering, C, CUDA, OpenMP, Python
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