FELLOW, POST DOCTORAL

Roy Blunt NextGen Precision Center

Our laboratory is focusing on cardiopulmonary magnetic resonance imaging (MRI) through innovative deep learning-based MRI development. Our current developments include new technologies such as self-supervised learning and generative models. This exciting work will take place at the NextGen center, featuring state-of-the-art imaging facilities, including 3T Vida and 7T Terra MRI scanners, located at the University of Missouri-Columbia campus. We are in search of a highly motivated candidate with expertise in MRI development, particularly in image reconstruction and analysis, as well as sequence development. The ideal candidate will be driven by a passion for contributing novel ideas and directions, both to our ongoing projects and the broader field of MRI research.

Position Responsibilities:

Research and Development:

* Conduct innovative research in cardiopulmonary MRI, focusing on rapid MRI using deep learning reconstruction and enhancement methods for coronary microvascular dysfunction and related disorders.

* Develop and optimize MRI pulse sequences for cardiac and pulmonary imaging using Siemens IDEA.

* Implement image reconstruction algorithms using MATLAB and Python.

* Apply machine learning and deep learning methods using Python and PyTorch to MRI data for improved diagnosis and understanding of cardiac diseases.

* Investigate new techniques in physics-guided MRI reconstruction, self-supervised learning approaches and deep learning-based image processing.

Data Analysis:

* Perform image post-processing and analysis for human and swine studies using conventional methods, machine learning and deep learning approaches of 2D/3D images and time-series data.

* Interpret cardiac MRI data, such as assessment of cardiac function, perfusion, etc.

Collaboration and Communication:

* Work collaboratively with our multidisciplinary team including MRI physicists, Siemens onsite scientists, 7T high-field MRI researchers, cardiologists, and Swine model researchers.

* Present findings at scientific conferences and contribute to manuscript preparation for publication in peer-reviewed journals.

* Engage in regular meetings and discussions with the research team to ensure alignment with project goals.

Mentoring and Supervision:

Assist in the supervision and mentoring of junior researchers, graduate students, or interns.

PhD in Biomedical Engineering, Medical Physics, Computer Science, Electrical and Electronics Engineering, or a related field at time of appointment.

CV and Application

This position is eligible for University benefits. As part of your total compensation, the University offers a comprehensive benefits package, including medical, dental and vision plans, retirement, and educational fee discounts for all four UM System campuses. For additional information on University benefits, please visit the Faculty & Staff Benefits website at https://www.umsystem.edu/totalrewards/benefits.

Equal Employment Opportunity

The University of Missouri is an Equal Opportunity Employer.

To request ADA accommodations, please call the Director of Accessibility and ADA at 573-884-7278.