| 基于层次化深度学习的海量医学影像组织与检索研究 |
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| 引用本文： | 万艳丽,雷行云,王岩等.基于层次化深度学习的海量医学影像组织与检索研究[J].医学信息学杂志,2015,36(5):46-51. |
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| 作者姓名： | 万艳丽 雷行云 王岩等 |
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| 作者单位： | 中国医学科学院医学信息研究所 |
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| 摘 要： | 针对国内外关于医学影像组织和检索方法中的难点问题，提出一种基于层次化深度学习的海量医学影像组织和检索方法，以提高检索效率和精度，在一定程度上解决医学影像检索中存在的语义鸿沟问题。
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| 关 键 词： | 影像存储与传输系统 深度学习 影像检索 |
| 修稿时间： | 5/6/2015 12:00:00 AM |
Research on Massive Medical Image Organization and Retrieval Based on Hierarchical Deep Learning |
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| WAN Yan-li,LEI Xing-yun,WANG Yan,etal.Research on Massive Medical Image Organization and Retrieval Based on Hierarchical Deep Learning[J].Journal of Medical Informatics,2015,36(5):46-51. |
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| Authors: | WAN Yan-li LEI Xing-yun WANG Yan etal |
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| Institution: | Institute of Medical Information, Chinese Academy of Medical Sciences |
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| Abstract: | According to the existing problems, the paper proposes an organization and retrieval method of the massive medical images based on hierarchical deep learning in order to obtain more accurate retrieval results, solves the semantic gap problem that exists in the current medical image retrieval at a certain extent. |
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