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Relationship between Hyperuricemia and Haar-Like Features on Tongue Images
Joint Authors
Liu, Hongyu
Wang, Wenhua
Yin, Liqun
Cui, Yan
Wang, Hongwu
Liao, Shizhong
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-04-15
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Objective.
To investigate differences in tongue images of subjects with and without hyperuricemia.
Materials and Methods.
This population-based case-control study was performed in 2012-2013.
We collected data from 46 case subjects with hyperuricemia and 46 control subjects, including results of biochemical examinations and tongue images.
Symmetrical Haar-like features based on integral images were extracted from tongue images.
T-tests were performed to determine the ability of extracted features to distinguish between the case and control groups.
We first selected features using the common criterion P < 0.05 , then conducted further examination of feature characteristics and feature selection using means and standard deviations of distributions in the case and control groups.
Results.
A total of 115,683 features were selected using the criterion P < 0.05 .
The maximum area under the receiver operating characteristic curve (AUC) of these features was 0.877.
The sensitivity of the feature with the maximum AUC value was 0.800 and specificity was 0.826 when the Youden index was maximized.
Features that performed well were concentrated in the tongue root region.
Conclusions.
Symmetrical Haar-like features enabled discrimination of subjects with and without hyperuricemia in our sample.
The locations of these discriminative features were in agreement with the interpretation of tongue appearance in traditional Chinese and Western medicine.
American Psychological Association (APA)
Cui, Yan& Liao, Shizhong& Wang, Hongwu& Liu, Hongyu& Wang, Wenhua& Yin, Liqun. 2015. Relationship between Hyperuricemia and Haar-Like Features on Tongue Images. BioMed Research International،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1055196
Modern Language Association (MLA)
Cui, Yan…[et al.]. Relationship between Hyperuricemia and Haar-Like Features on Tongue Images. BioMed Research International No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1055196
American Medical Association (AMA)
Cui, Yan& Liao, Shizhong& Wang, Hongwu& Liu, Hongyu& Wang, Wenhua& Yin, Liqun. Relationship between Hyperuricemia and Haar-Like Features on Tongue Images. BioMed Research International. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1055196
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1055196