Chapter 48. Multiscale Unbiased Diffeomorphic Atlas Construction on Multi-GPUs
Linh Ha, Jens Krüger, Sarang Joshi and Cláudio T. Silva
In this chapter, we present a high-performance multiscale 3-D image-processing framework to exploit the parallel processing power of multiple graphic processing units (multi-GPUs) for medical image analysis. We developed GPUs algorithms and data structures that can be applied to a wide range of 3-D image-processing applications and efficiently exploit the computational power and massive bandwidth offered by modern GPUs. Our framework helps scientists solve computationally intensive problems that previously required supercomputing power. To demonstrate the effectiveness of our framework and to compare it with existing ...
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