May 2019
Intermediate to advanced
452 pages
12h 16m
English
Content preview from Hands-On GPU Computing with Python
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Magnetic Resonance Imaging (MRI) reconstruction techniques
The following research paper is discussed in this section: A survey of GPU-based acceleration techniques in MRI reconstructions, H Wang, H Peng, Y Chang, D Liang (2018), Quantitative Imaging in Medicine and Surgery, 8(2), 196-208, doi:10.21037/qims.2018.03.07.
GPU programming enables the provision of more easy-to-use libraries and frameworks for programmers. The remarkable role of GPUs has been noted in medical imaging, image reconstruction, and image analysis in clinical applications. But, despite the same, there are still many challenges ahead.
GPU parallel architectures require the pipeline re design of reconstruction algorithms. Pre-optimization of algorithms for GPU computing ...
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