Mingzhe HU
PhD Candidate, Department of Computer Science and Informatics, Emory University
Research Assitant, Department of Radiation Oncology, Winship Cancer Institute, Emory University
RESEARCH INTERESTS
My research interests mainly focus on using machine learning models and data science techniques to process and analyze biomedical data especially biomedical images.Education
Duke University Master of Science, Electrical and Computer Engineering, 2019 - 2021
Wuhan University of Science and Technology Bachelor of Engineering, Electronic Information Engineering, 2015 - 2019
Wuhan Foreign Languages School 2012 - 2019
Graduate Courses
BME590 Machine Learning and imaging
STA561 Probabilistic machine learning
ECE586 Vector Space methods and application
ECE 590 System Engineering
ECE551 Introduction of Programming
ECE581 Random Signal and Noise
Work Experience
Research Assistant in AI & Robotics
Research Center of Multi-agent Robot, Harbin Institute of Technology June 2018- September 2018
Gained skills to control ABB industry robots, and used Robot Studio to design basic programs to enable the robots to complete the tasks of welding, coating, and assembly
Independently designed humanoid robot, made gait adjustments to the robot, and designed dancing program for the robot to enable it to perform a series of complex motions
Collaborated with group members and listened to the requirements of industry clients to design multi-robot-corporative program to enable robots to conduct soccer matches which won the National Second Price.
Graduate Tutor
Duke University, Durham, NC Aug 2020 -Present
Assist professor teaching ECE581, Random Signal and Noise
Tutor and mentor 50+ students in signals and systems, probability, linear algebra, random process, Markov Process and Bayesian Analysis
Languages
Mandarin Chinese
English
German
Core Skills
Programming
C, Python, MATLAB, Java, SQL, Arduino, HTML, DOCKER and LaTeX
Machine Learning
Pytorch, Tensorflow, Google Cloud Service, Streamlit, DOCKER
Patents & Copyrights
A Storage and Transmission System of Electronic Components of Communication Sep 2018
Patent No. ZL 2018 2 0238205.7, approved by State Intellectual Property Office of the P.R.C
Mobile Medical Service Platform V1.0 Apr 2018
Registration No.02520033, approved by National Copyright Administration of the P.R.C
Awards
Three-time Winner, Outstanding Student, WUST
2015-2016, 2016-2017& 2017-2018 Academic Year
Two-time Winner, Frist-class Scholarship, WUST
September 2016 &September 2018
Third-Prize, China ‘Shuchuang Cup’ Undergraduate Mathematical Contest in Modeling
December 2017
National Second Prize,2017 China Contest for Robots and Artificial Intelligence
October 2017