Postdoctoral Positions on Image Registration and Machine Learning

Submitted by liufeng on

Several postdoctoral positions are available in IDEA lab (https://www.med.unc.edu/bric/ideagroup), UNC-Chapel Hill, NC.

Position 1 (Brain Image Registration): The successful candidate should have a strong background on Electrical or Biomedical Engineering, or Computer Science, preferably with emphasis on image analysis, or computer vision. Experience on medical image registration and analysis is highly desirable. People with group-wise registration or 4D registration are particularly encouraged to apply. Knowledge on neuroscience and programming background (good command of LINUX, C and C++, scripting, and Matlab) are desirable. The research topic will be the development and validation of 3D, 4D, and group-wise image registration methods for brain image analysis.

Position 2 (Machine Learning): The successful candidate should have a strong background on Electronic Engineering, Biomedical Engineering, Statistics, or Computer Science, preferably with emphasis on machine learning, pattern classification, regression methods, or sparse representation. People with strong experience on machine learning are particularly encouraged to apply. The research topic will be the development and validation of novel machine learning methods for early diagnosis and prediction of brain disorders.

If interested, please email resume to Dr. Dinggang Shen (dgshen@med.unc.edu).

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