基于深度学习的医疗三维重建

Jia-Ji Wang, Shu-Wen Chen, Jiayuan Shao, Xiao-Wei Gu, Huijie Zhu
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引用次数: 1

摘要

医学三维重建技术作为计算机可视化技术的一个分支,不仅是一种理论创新,而且可以为医学图像处理提供丰富、清晰的三维图像,在疾病诊断中起着至关重要的作用。为了弥补传统三维重建技术的不足,我们将深度学习与传统的优化方法相结合,呈现出巨大的潜力,推动了医学图像诊断技术的发展。本文重点介绍了基于深度学习的医学三维重建技术的重要作用和最新进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Medical 3D reconstruction based on deep learning for healthcare
Medical 3D reconstruction technology, as a branch of computer visualization technology, is not only a theoretical innovation but can also provide rich, clear 3D images for processing medical images, which is playing a vital role in the diagnosis of disease. To make up for the disadvantages of traditional 3D reconstruction technology, we combine deep learning with the traditional optimization method, which presents great potential, boosting the development of medical image diagnosis technology. This paper focuses on the important role and the latest development of medical 3D reconstruction technology with deep learning.
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