Detection of medical text semantic similarity based on convolutional neural network

Detection of medical text semantic similarity based on convolutional neural network

Abstract Background Imaging examinations, such as ultrasonography, magnetic resonance imaging and computed tomography scans, play key roles in healthcare settings. To assess and improve the quality of imaging diagnosis, we need to manually find and compare the pre-existing reports of imaging and pat...

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Bibliographic Details
Main Authors: Tao Zheng, Yimei Gao, Fei Wang, Chenhao Fan, Xingzhi Fu, Mei Li, Ya Zhang, Shaodian Zhang, Handong Ma
Format: Article
Language:English
Published: BMC 2019-08-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Text similarity
Convolutional neural network
LIME
Natural language processing
Online Access:http://link.springer.com/article/10.1186/s12911-019-0880-2

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http://link.springer.com/article/10.1186/s12911-019-0880-2

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