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Develop novel deep learning models for 3D and 4D image processing with application to brain imaging and a focus on building robust and easy to use models. Joining our group you will work in a multi-disciplinary and multi-institutional research team on developing models capable of learning from high-dimensional brain imaging data and transfer to application settings where labels are rarely available and data is usually scarce. Your tasks include conducting original research on the development of these models, and unsupervised, or self-supervised ways to train them, publish papers on your findings at machine learning conferences and in brain imaging journals, work with Ph.D. students from GSU, GATech, and Emory (with an opportunity to co-supervise), and mentor developers working on implementing distributed training of these models. Requirements: 1. Ph.D. or equivalent in computational fields and/or experience with biomedical data are required. 2. Strong quantitative background, computational and analytic, and programming experience in python. 3. Understanding of the relevant literature. 4. Ability to conduct research reflected in a publication record. The position is available right now. Job posting: < https://gsu.taleo.net/careersection/jobdetail.ftl?job=20000524&lang=en> A little more detail about the project: < https://news.gsu.edu/2020/07/30/georgia-state-scientists-work-to-transform-neuroimaging-research/?utm_source=news-story&utm_medium=newsletter-08062020&utm_campaign=science-technology&utm_term=transform-neuroimaging-research&utm_content=body > Workplace: <https://trendscenter.org> Center for Translational Research in Neuroimaging and Data Science -- Sergey Plis, Ph.D. Associate Professor of Computer Science Director of Machine Learning Core Center for Translational Research in Neuroimaging and Data Science trendscenter.org Georgia State University 55 Park Place, Floor 18, room 1821 ph. (404) 413-4961
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