Gpu-Based Medical Image Segmentation And Registration

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Medical image segmentation on GPUs – A …

https://www.sciencedirect.com/science/article/pii/S1361841514001819

They investigated GPU computing in several medical image processing areas such as image registration, segmentation, denoising, filtering, interpolation and reconstruction. This review will focus exclusively on medical image segmentation, and …

Deep learning in medical image registration: a survey

https://link.springer.com/article/10.1007/s00138-020-01060-x

As described above, GANs can serve several different purposes in deep learning-based medical image registration: using a discriminator as a learned similarity …

elastix

https://elastix.lumc.nl/

Welcome to elastix: a toolbox for rigid and nonrigid registration of images. elastix is open source software, based on the well-known Insight Segmentation and Registration …

A deep learning based framework for the registration of …

https://www.nature.com/articles/s41598-021-81044-7

Image registration has wide application in numerous fields, such as remote sensing, agriculture, infrared physics, and biomedical …

Faster dense deformable image registration by utilizing …

https://pubmed.ncbi.nlm.nih.gov/33542943/

Approach: We present a heterogeneous computing approach, utilizing both the CPU and the graphics processing unit (GPU), to accelerate a previously proposed image …

A survey of GPU-based medical image computing …

https://pubmed.ncbi.nlm.nih.gov/23256080/

The major purpose of this survey is to provide a comprehensive reference source for the starters or researchers involved in GPU-based medical image …

Medical Image Analysis with NVIDIA Jetson GPU Modules

https://link.springer.com/chapter/10.1007/978-3-030-84910-8_25

The 3D medical image registration proposed in [ 22] is an example of a data-parallel algorithm that benefits from parallel execution on GPUs. The average …

A survey of GPU-based medical image computing …

https://qims.amegroups.com/article/view/1079/1374

Based on the competitive capacity of high-performance computing, GPU computing has been developed as an efficient research platform for a wide variety of applications in …

Medical Image Registration | Papers With Code

https://paperswithcode.com/task/medical-image-registration

Medical Image Registration seeks to find an optimal spatial transformation that best aligns the underlying anatomical structures. Medical Image Registration is used in many …