Correlation analysis between characteristics under gastroscope and image information of tongue in patients with chronic gastritis

doi:10.19852/j.cnki.jtcm.2022.01.006

Journal of Traditional Chinese Medicine ›› 2022, Vol. 42 ›› Issue (1): 102-107.DOI: 10.19852/j.cnki.jtcm.2022.01.006

• Research Articles • Previous Articles Next Articles

Correlation analysis between characteristics under gastroscope and image information of tongue in patients with chronic gastritis

Zimeng SHANG¹, Zhengguang DU³, Bei GUAN⁴, Xingyu JI², Longchang CHEN², Yongji WANG⁴^,⁵^,⁶, Yun MA²()

1 Clinical College of Traditional Chinese Medicine, Capital Medical University, Beijing 100013, China
2 College of Traditional Chinese Medicine, Capital Medical University, Beijing 100069, China
3 Department of Gastroenterology, Beijing Traditional Chinese Medicine Hospital Affiliated to Capital Medical University, Beijing 100010, China
4 Cooperative Innovation Center, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China
5 University of Chinese Academy of Sciences, Beijing 100049, China
6 State Key Laboratory of Computer Science, Institute of Software, the Chinese Academy of Sciences, Beijing 100190, China

Received:2020-10-21 Accepted:2021-01-08 Online:2021-01-19 Published:2021-01-19
Contact: Yun MA
About author:A/Prof. MA Yun, College of Traditional Chinese Medicine, Capital Medical University, Beijing 100069, China. ma_yun27@163.com
Supported by:
(a) Key Special Project of the National Key Research and Development Program of Ministry of Science and Technology(No. 2017YFB1002300): Topic One: Multimodal Heterogeneous Efficient Acquisition of Traditional Chinese Medicine Big Data and Resource Library Construction (No. 2017YFB1002301) and Topic Three: Multi-Scale Cognition Methods and Treatment Analysis Model of Traditional Chinese Medicine Based on Deep Learning” (No. 2017YFB1002303) from Big Data-Driven Traditional Chinese Medicine Intelligent Auxiliary Diagnostic Service System;(b) Graduation Design of “Cultivation Program” for Cross-cultivation of High-level Talents in Beijing Colleges and Universities in 2010 (Scientific Research): the Research on the Clinical Diagnosis and Prediction System of Gastric Precancerous Lesions Based on Artificial Intelligence;(c) National Natural Science Foundation of China(30701071);(d) the Sixth Batch of Academic Experience Inheritance of Traditional Chinese Medicine Experts (2017);(e) “ 3 + 3” Project of Beijing Traditional Chinese Medicine Inheritance(2012-SZ-C-41)

Abstract

Abstract:

OBJECTIVE: To explore the correlation between diagnostic information of tongue and gastroscopy results of patients with chronic gastritis.

METHODS: Frequent pattern growth (FP-Growth), SPSS Modeler was used to analyze the correlation rules between the image information of tongue parameters and the characteristics of the stomach and duodenum seen under gastroscopy.

RESULTS: Ranking in order of confidence: cyanotic tongue, slippery fur, yellow fur and spotted tongue were sequently associated with both gastric antrum mucosal hyperemia or edema and gastric antrum mucosal erythema/macula. L, one value of tongue coating color, which counted among (30, 60), tooth-marked tongue and b, one value of tongue coating color, which counted in the range of (5, 20) were sequently associated with gastric antrum mucosal erythema /macula. A, one value of tongue body color, which counted in the range of (0, 20), was related to both gastric antrum mucosal hyperemia or edema and gastric antrum mucosal erythema /macula. a, one value of tongue coating color, which counted in the range of (15, 35), was associated with gastric antrum mucosal erythema / macula. There are a total of 9 strong correlation rules.

CONCLUSIONS: Cyanotic tongue, slippery fur, yellow fur, the CIE Lab value of tongue coating, a, the value of tongue body color, spotted tongue, and tooth-marked tongue are all related to the gastric antrum mucosal hyperemia or edema and gastric antrum mucosal erythema / macula. The conditions of gastric mucosa could be predicted by the examination of the above related image information of tongue.

Key words: gastritis, tongue, stomach, duodenum, correlation of data, frequent pattern growth algorithm

Zimeng SHANG, Zhengguang DU, Bei GUAN, Xingyu JI, Longchang CHEN, Yongji WANG, Yun MA. Correlation analysis between characteristics under gastroscope and image information of tongue in patients with chronic gastritis[J]. Journal of Traditional Chinese Medicine, 2022, 42(1): 102-107.

Figures/Tables 2

References 20

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Item name	Record	Condition	Prediction
Gastric antrum mucosal erythema / macula	80.46	0.00	64.29
Tooth-marked tongue	79.31	7.14	0.00
Gastric antrum mucosal hyperemia or edema	77.01	0.00	35.71
a2 (15, 35)	66.67	7.14	0.00
b2 (5, 20)	60.34	7.14	0.00
L2 (30, 60)	48.28	7.14	0.00
spotted tongue	28.16	14.29	0.00
a1 (0, 20)	26.44	14.29	0.00
Yellow fur	11.49	14.29	0.00
Slippery fur	8.62	14.29	0.00
Cyanotic tongue	5.75	14.29	0.00

Item name	Record	Condition	Prediction
Gastric antrum mucosal erythema / macula	80.46	0.00	64.29
Tooth-marked tongue	79.31	7.14	0.00
Gastric antrum mucosal hyperemia or edema	77.01	0.00	35.71
a2 (15, 35)	66.67	7.14	0.00
b2 (5, 20)	60.34	7.14	0.00
L2 (30, 60)	48.28	7.14	0.00
spotted tongue	28.16	14.29	0.00
a1 (0, 20)	26.44	14.29	0.00
Yellow fur	11.49	14.29	0.00
Slippery fur	8.62	14.29	0.00
Cyanotic tongue	5.75	14.29	0.00

Rank		Condition		Prediction	Sorting by confidence (%)	Other assessment statistics
						Conditional support (%)			Rule support (%)	Lift	Deployability (%)
						1		Cyanotic tongue		Gastric antrum mucosal hyperemia or edema	100.00	5.75	5.75	1.30	0.00
2		Cyanotic tongue		Gastric antrum mucosal erythema / macula	100.00	5.75			5.75	1.24	0.00
3		Slippery fur		Gastric antrum mucosal hyperemia or edema	93.33	8.62		8.05		1.21	0.57
4		Yellow fur		Gastric antrum mucosal erythema / macula	90.00	11.49		10.34		1.12	1.15
5		Spotted tongue		Gastric antrum mucosal erythema / macula	87.76	28.16		24.71		1.09	3.45
6	Slippery fur			Gastric antrum mucosal erythema / macula	86.67	8.62		7.47		1.08	1.15
7	L2 (30, 60)			Gastric antrum mucosal erythema / macula	85.71		48.28	41.38		1.07	6.90
8	Yellow fur			Gastric antrum mucosal hyperemia or edema	85.00		11.49	9.77		1.10	1.72
9	Tooth-marked tongue			Gastric antrum mucosal erythema / macula	83.33		79.31	66.09		1.04	13.22
10	b2 (5, 20)			Gastric antrum mucosal erythema / macula	82.86		60.34	50.00		1.03	10.34
11	a1 (0, 20)			Gastric antrum mucosal hyperemia or edema	82.61		26.44	21.84		1.07	4.60
12	a1 (0, 20)			Gastric antrum mucosal erythema / macula	82.61		26.44	21.84		1.03	4.60
13	Spotted tongue			Gastric antrum mucosal hyperemia or edema	81.63		28.16	22.99		1.06	5.17
14	a2 (15, 35)		Gastric antrum mucosal erythema / macula		81.03		66.67	54.02		1.01	12.64

Rank		Condition		Prediction	Sorting by confidence (%)	Other assessment statistics
						Conditional support (%)			Rule support (%)	Lift	Deployability (%)
						1		Cyanotic tongue		Gastric antrum mucosal hyperemia or edema	100.00	5.75	5.75	1.30	0.00
2		Cyanotic tongue		Gastric antrum mucosal erythema / macula	100.00	5.75			5.75	1.24	0.00
3		Slippery fur		Gastric antrum mucosal hyperemia or edema	93.33	8.62		8.05		1.21	0.57
4		Yellow fur		Gastric antrum mucosal erythema / macula	90.00	11.49		10.34		1.12	1.15
5		Spotted tongue		Gastric antrum mucosal erythema / macula	87.76	28.16		24.71		1.09	3.45
6	Slippery fur			Gastric antrum mucosal erythema / macula	86.67	8.62		7.47		1.08	1.15
7	L2 (30, 60)			Gastric antrum mucosal erythema / macula	85.71		48.28	41.38		1.07	6.90
8	Yellow fur			Gastric antrum mucosal hyperemia or edema	85.00		11.49	9.77		1.10	1.72
9	Tooth-marked tongue			Gastric antrum mucosal erythema / macula	83.33		79.31	66.09		1.04	13.22
10	b2 (5, 20)			Gastric antrum mucosal erythema / macula	82.86		60.34	50.00		1.03	10.34
11	a1 (0, 20)			Gastric antrum mucosal hyperemia or edema	82.61		26.44	21.84		1.07	4.60
12	a1 (0, 20)			Gastric antrum mucosal erythema / macula	82.61		26.44	21.84		1.03	4.60
13	Spotted tongue			Gastric antrum mucosal hyperemia or edema	81.63		28.16	22.99		1.06	5.17
14	a2 (15, 35)		Gastric antrum mucosal erythema / macula		81.03		66.67	54.02		1.01	12.64

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Correlation analysis between characteristics under gastroscope and image information of tongue in patients with chronic gastritis

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