Literature DB >> 20532648

Regional image analysis of the tongue color spectrum.

Satoshi Yamamoto1, Norimichi Tsumura, Toshiya Nakaguchi, Takao Namiki, Yuji Kasahara, Katsutoshi Terasawa, Yoichi Miyake.   

Abstract

PURPOSE: Kampo medicine (Japanese traditional herbal medicine) can identify "Mibyou" (disease-oriented state) based on visual tongue inspection by a trained physician. Surface colors of uncoated tongue provide essential features. A hyperspectral imaging system which performs regional image analysis of the tongue color spectrum was developed to automatically inspect the uncoated tongue.
METHODS: Hyperspectral tongue surface images were acquired by a camera equipped with an integrating sphere. The color spectrum from 4 tongue areas--uncoated tongue, coated tongue, lip, and perioral areas--were quantified. The average spectrum of each area was determined and 4 images calculated by focusing on the differences between respective spectra; highlight, shadow, tongue coat, and lip-weighted images were calculated. The uncoated tongue area was extracted by subtraction.
RESULTS: Reproducibility was evaluated by applying the camera and extraction algorithm to 44 images from human subjects. Eighty-two percentage were judged as acceptable by a Kampo medicine physician expert.
CONCLUSIONS: Using a hyperspectral camera and extraction algorithm, the tongue color of the uncoated part was automatically extracted. This technique is suitable for tongue color analysis and may help non-trained users to identify "Mibyou".

Entities:  

Mesh:

Year:  2010        PMID: 20532648     DOI: 10.1007/s11548-010-0492-x

Source DB:  PubMed          Journal:  Int J Comput Assist Radiol Surg        ISSN: 1861-6410            Impact factor:   2.924


  8 in total

1.  Computerized tongue diagnosis based on Bayesian networks.

Authors:  Bo Pang; David Zhang; Naimin Li; Kuanquan Wang
Journal:  IEEE Trans Biomed Eng       Date:  2004-10       Impact factor: 4.538

2.  Computerized diagnosis from tongue appearance using quantitative feature classification.

Authors:  David Zhang; Bo Pang; Naimin Li; Kuanquan Wang; Hongzhi Zhang
Journal:  Am J Chin Med       Date:  2005       Impact factor: 4.667

3.  The bi-elliptical deformable contour and its application to automated tongue segmentation in Chinese medicine.

Authors:  Bo Pang; David Zhang; Kuanquan Wang
Journal:  IEEE Trans Med Imaging       Date:  2005-08       Impact factor: 10.048

4.  Automated tongue segmentation in hyperspectral images for medicine.

Authors:  Zhi Liu; Jing-qi Yan; David Zhang; Qing-Li Li
Journal:  Appl Opt       Date:  2007-12-01       Impact factor: 1.980

5.  Tongue area extraction in tongue diagnosis of traditional chinese medicine.

Authors:  Jia Wu; Yonghong Zhang; Jing Bai
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2005

6.  Snakes, shapes, and gradient vector flow.

Authors:  C Xu; J L Prince
Journal:  IEEE Trans Image Process       Date:  1998       Impact factor: 10.856

7.  Tongue color analysis and discrimination based on hyperspectral images.

Authors:  Qingli Li; Zhi Liu
Journal:  Comput Med Imaging Graph       Date:  2009-01-20       Impact factor: 4.790

8.  Classification of hyperspectral medical tongue images for tongue diagnosis.

Authors:  Liu Zhi; David Zhang; Jing-qi Yan; Qing-Li Li; Qun-lin Tang
Journal:  Comput Med Imaging Graph       Date:  2007-12       Impact factor: 4.790

  8 in total
  10 in total

1.  Identifying pre-disease signals before metabolic syndrome in mice by dynamical network biomarkers.

Authors:  Keiichi Koizumi; Makito Oku; Shusaku Hayashi; Akiko Inujima; Naotoshi Shibahara; Luonan Chen; Yoshiko Igarashi; Kazuyuki Tobe; Shigeru Saito; Makoto Kadowaki; Kazuyuki Aihara
Journal:  Sci Rep       Date:  2019-06-24       Impact factor: 4.379

Review 2.  Hyperspectral interventional imaging for enhanced tissue visualization and discrimination combining band selection methods.

Authors:  Dorra Nouri; Yves Lucas; Sylvie Treuillet
Journal:  Int J Comput Assist Radiol Surg       Date:  2016-07-04       Impact factor: 2.924

3.  Principal component vector rotation of the tongue color spectrum to predict "Mibyou" (disease-oriented state).

Authors:  Satoshi Yamamoto; Norimichi Tsumura; Toshiya Nakaguchi; Takao Namiki; Yuji Kasahara; Keiko Ogawa-Ochiai; Katsutoshi Terasawa; Yoichi Miyake
Journal:  Int J Comput Assist Radiol Surg       Date:  2010-06-24       Impact factor: 2.924

4.  Preventive Effects of Green Tea Extract against Obesity Development in Zebrafish.

Authors:  Liqing Zang; Yasuhito Shimada; Hiroko Nakayama; Hirotaka Katsuzaki; Youngil Kim; Djong-Chi Chu; Lekh Raj Juneja; Junya Kuroyanagi; Norihiro Nishimura
Journal:  Molecules       Date:  2021-04-30       Impact factor: 4.411

5.  The association between objective tongue color and endoscopic findings: results from the Kyushu and Okinawa population study (KOPS).

Authors:  Mosaburo Kainuma; Norihiro Furusyo; Yoshihisa Urita; Masaharu Nagata; Takeshi Ihara; Takeshi Oji; Toshiya Nakaguchi; Takao Namiki; Jun Hayashi
Journal:  BMC Complement Altern Med       Date:  2015-10-16       Impact factor: 3.659

Review 6.  Review on the current trends in tongue diagnosis systems.

Authors:  Chang Jin Jung; Young Ju Jeon; Jong Yeol Kim; Keun Ho Kim
Journal:  Integr Med Res       Date:  2012-10-05

7.  Association between tongue coating thickness and ultraviolet fluorescence in patients with functional dyspepsia: A prospective observational study.

Authors:  Jihye Kim; Jiwon Kim; Inkwon Yeo; Juyeon Kim; Jinsung Kim; Dong-Hyun Nam
Journal:  Medicine (Baltimore)       Date:  2019-07       Impact factor: 1.817

8.  Kampo Diagnostic Procedure, Fuku shin, Could Be a Useful Diagnostic Tool for Psychopathological Patients Suffering from Chronic Pain.

Authors:  Young-Chang P Arai; Makoto Nishihara; Shinsuke Inoue; Izumi Makino
Journal:  Evid Based Complement Alternat Med       Date:  2013-06-12       Impact factor: 2.629

9.  Study of factors involved in tongue color diagnosis by kampo medical practitioners using the farnsworth-munsell 100 hue test and tongue color images.

Authors:  Takeshi Oji; Takao Namiki; Toshiya Nakaguchi; Keigo Ueda; Kanako Takeda; Michimi Nakamura; Hideki Okamoto; Yoshiro Hirasaki
Journal:  Evid Based Complement Alternat Med       Date:  2014-04-06       Impact factor: 2.629

10.  Suppression of Dynamical Network Biomarker Signals at the Predisease State (Mibyou) before Metabolic Syndrome in Mice by a Traditional Japanese Medicine (Kampo Formula) Bofutsushosan.

Authors:  Keiichi Koizumi; Makito Oku; Shusaku Hayashi; Akiko Inujima; Naotoshi Shibahara; Luonan Chen; Yoshiko Igarashi; Kazuyuki Tobe; Shigeru Saito; Makoto Kadowaki; Kazuyuki Aihara
Journal:  Evid Based Complement Alternat Med       Date:  2020-08-04       Impact factor: 2.629

  10 in total

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