Post-Doctoral Associate

**Job Description**
An immediate opening is available for a Postdoctoral researcher within Dr. Bayat’s group at the Institute for Health Informatics (IHI), University of Minnesota, Twin Cities. This position focuses on developing highly scalable and computationally accelerated medical imaging and analysis methods to support enhanced diagnosis, treatment of diseases, and biomedical discoveries. The successful candidate will join a multi-disciplinary team, benefit from career-development mentorship, and utilize state-of-the-art computing resources including the Minnesota Super Computing Institute and IHI’s dedicated computing clusters.

**Skills & Abilities**
• Strong computational and programming skills.
• Ability to develop cutting-edge large-scale machine/deep learning algorithms using high-performance computing (HPC).
• Prior experience in medical imaging & analysis and/or computer vision algorithm development using high performance computing (HPC).
• Publications in peer-reviewed technical/clinical journals or machine learning flagship conferences (CVPR, ICCV, ICLR, NeurIPS, MICCAI, etc.).
• Desire to interact with multidisciplinary teams across campus, especially the IHI, Medical School and College of Science and Engineering.
• Hands-on experience in developing deep learning methods for medical imaging and analysis with coursework and training in medical imaging.
• Experience in using general purpose medical toolkits and suites such as 3Dslicer, Open inventor, VTK, imageJ, AMIRA, etc.
• Knowledge of medical image data formats and routine medical image analysis tasks such as segmentation, classifications, etc.
• Experience in developing automated analysis methods for image reconstruction, enhancement, analysis and integration of heterogenous data with medical image informatics.
• Experience developing modern deep learning models such as generative models, diffusion models, vision transformers etc.

**Qualifications**
Required Degree(s) in:
• Biomedical Engineering
• Computer Science/Engineering
• Electrical Engineering
• Math/Statistics
• Medical/Health Informatics

**Experience**
Other:
• Prior experience in medical imaging & analysis and/or computer vision algorithm development using high performance computing (HPC).

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