| 李清梦 综述,聂生东 审校.神经网络技术及其在医学图像处理中的应用[J].中国医学影像技术,2011,27(6):1291~1294 |
| 神经网络技术及其在医学图像处理中的应用 |
| Neural network technology and its application in medical image processing |
| 投稿时间：2011-01-16 修订日期：2011-02-24 |
| DOI： |
| 中文关键词: 神经网络技术 医学图像分割 医学图像配准 图像处理,计算机辅助 |
| 英文关键词:Neural network technology Medical image segmentation Medical image registration Image processing, computer-assisted |
| 基金项目:国家自然科学基金(60972122)、上海市教委科研创新项目(09YZ216)。 |
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| 中文摘要: |
| 神经网络技术是模拟生物神经系统的原理而构成的一种新型智能信息处理技术,已成功应用于疾病预报、方剂配伍等医学领域。近年来,在医学图像处理与分析领域,神经网络技术也得到了广泛应用。本文就神经网络技术在医学图像分割、医学图像配准以及基于医学图像的计算机辅助诊断技术等方面的应用及其研究进展进行综述,阐述具有代表性的技术和算法。 |
| 英文摘要: |
| Neural network technology is a new type of intelligent information processing technology which simulates the principle of Biological neural systems. It has been successfully used to medical field such as the prediction of disease, the combination of prescription and so on. In recent years, the neural network technology has played an increasing greater role in medical image processing. This article mainly discussed the application and research progress of artificial neural network in medical image segmentation, medical image registration and medical image-based computer aided diagnosis, and reviewed representative techniques and algorithms. |
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