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. The successful candidate will focus on developing highly scalable and computationally accelerated medical imaging and analysis methods to enhance disease diagnosis and treatment, and facilitate biomedical discoveries. This role involves working within a multi-disciplinary team, receiving career-development mentorship, and utilizing 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 HPC
• Publications in peer-reviewed technical/clinical journals or machine learning flagship conferences (e.g., CVPR, ICCV, ICLR, NeurIPS, MICCAI)
• 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
• Coursework and training in medical imaging
• Experience in using general purpose medical toolkits and suites (e.g., 3Dslicer, Open inventor, VTK, imageJ, AMIRA)
• Knowledge of medical image data formats and routine medical image analysis tasks (e.g., segmentation, classifications)
• Experience in developing automated analysis methods for image reconstruction, enhancement, analysis, and integration of heterogeneous data with medical image informatics
• Experience developing modern deep learning models (e.g., generative models, diffusion models, vision transformers)

**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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