Curriculum Vitae

Education

Shenzhen University - Shenzhen, China

Ph.D. - Electrical Engineering Dec. 2010

Dissertation: "Study on key techniques for peripheral lung cancer image-guided therapy"

Advisors: Professor Stephen Wong (Professor, Weill Cornell Medical College), Professor Weixin Xie


Specialties:

  • Extensive experience in machine learning algorithms including linear regression, support vector machine, decision trees, random forests, CNN, LSTM, ensemble learning, etc. Adept in Scikit-learn, Keras, TensorFlow, Pandas, NumPy and many other machine learning models and libraries.

  • Programming proficiency in Python, C++, MATLAB, C#, Objective-C, JavaScript, PHP, etc.

  • Experience working with large data set using SQL queries, stored procedures, and ETL tools such as SQL Server Integration Services (SSIS).

  • Strong statistical and analytical skills demonstrated by publications in highly recognized scientific journals and conferences.

  • Senior data and informatics scientist with a track record of developing novel solutions and adapting research into innovative commercial products.

  • Proven track record of an exceptional results-driven leader.

  • A strong team player with effective communication and interpersonal skills.


Managing editor

Computerized Medical Imaging and Graphics


Paper peer-reviewer

  • Cancer

  • Computers in Biology and Medicine

  • IEEE Journal of Biomedical and Health Informatics

  • IEEE Access

  • International Journal of Computer Assisted Radiology and Surgery

  • European Journal of Radiology

  • Computational and Mathematical Methods in Medicine

  • SCIENCE CHINA Information Sciences

  • IET Computer Vision

  • Journal of Medical Imaging and Health Informatics

  • Computerized Medical Imaging and Graphics

  • European Journal of Radiology Open

  • Pattern Recognition

  • JCO Clinical Cancer Informatics

  • International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

  • International Conference of the IEEE Engineering in Medicine and Biology Society

  • ACM Conference on Bioinformatics, Computational Biology and Biomedicine

  • International Symposium on BIOMEDICAL IMAGING: From Nano to Macro

  • AMIA Annual Symposium

  • IEEE International Conference on Biomedical and Health Informatics