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Deep Learning for Medical Image Analysis by Dinggang Shen, Hayit Greenspan, S. Kevin Zhou

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Chapter 11

Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning

Shaoyu Wang,; Minjeong Kim; Guorong Wu; Dinggang Shen    University of North Carolina at Chapel Hill, Chapel Hill, NC, United StatesDonghua University, Shanghai, China

Abstract

The emergence of modern imaging techniques, such as MRI and PET, offers the opportunity to study the human brain in ways that previously were impossible. As an effective measurement, imaging-based analysis has been increasingly employed for many research and clinical studies, such as brain development/aging and effect of pharmacological interventions. Thus, it brings forth the need for sophisticated and highly automated image analysis methods ...

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