• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2013년도 춘계학술대회
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• pp.801-804
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• 2013

미각의 종류별 구획에 따른 설진 모델을 제안한다. 시스템의 전체 구성은 혀 영상획득, 혀 영역 검출, 혀 영역 분할, 분할 영역의 색상분포 검출, 이상 유무 판별로 구성된다. 혀의 DB는 정상 및 비정상 혀로 분류되었으며 실제 한방병원에 내원하는 환자들의 혀 사진으로 구축하였다. 혀 영역으로부터 짠맛, 신맛, 단맛, 쓴맛의 네 가지 영역으로 나누어 분할하고, HSI 컬러모델을 이용하여 색상분석을 시행하였다. 이때, 주변 조도의 영향을 최소화하기 위하여 I(Intensity)값을 제외한 H(Hue)와 S(Saturation) 성분의 히스토그램을 이용하여 색상을 분석하였다. 제안하는 색상분석 진단모델과 한의학 전문의의 진단 결과를 비교하여 미각별 영역의 이상 유무를 판단하였다. 제안하는 설진 알고리즘으로 판단한 결과 87.5%가 전문의의 분류의 결과 일치함을 확인하였다.

• 한국한의학연구원논문집
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• 제12권3호통권18호
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• pp.69-77
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• 2006

Background and Purpose The purpose of this study was to confirm that what symptoms are adequated indicator in the Gi-Deficiency patients. Methods In the time period July. 2005 to Sep. 2006, 136 patients with a first-ever stroke admitted in the department of Internal Medicine of Daejeon University Oriental Medical Hospital in Daejeon city, Wonkwang Oriental Medical Hospital in Iksan, JeonJu city were included. Patients were hospitalized within 3 months after the onset of stroke. Stroke patients had been interviewed by resident who studied standard operation procedures in Fundamental Study for Standardization and Objectification of Differentiation and Pattern Identification of Syndrome of Oriental Medicine for Stroke. Gi-deficiency patients was confirmed by medical specialist diagnosis, resident diagnosis, case report form analysis without a dissenting voice. Results Gi deficiency group included 23 case, Non Gi deficiency group 47 case out of 136 patients. Fatigue, weakness purse, somnolence, low voice, difficulty of uprise, pale face, pale tongue were higher among Gi deficiency group. Gi deficiency and Non Gi deficiency patients do not significantly differ in white coating tongue, light-red tongue, poor appetite, frequent sweating, teeth printed tongue. Conclusions This study was insufficiency because sample size very small. More data from prospective cohort studies will help to Korean Standard Differentiation of the Symptoms and Signs for the stroke.

• 전자공학회논문지
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• 제51권11호
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• pp.221-228
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• 2014

혀의 색상 및 형태는 신체의 생리적이고 임상 병리적인 상태를 반영한다. 최근에는 정량적이고 객관화된 설 진단을 위해 다양한 설 영상 측정 장치가 개발되고 있다. 설 진단의 대부분은 혀의 색상 정보를 활용하기 때문에 설 영상 획득 장치에서 조명환경의 성능은 매우 중요하다. 본 연구에서는 좁은 시스템 내부 구조에서 설 표면에 조명이 고르게 비춰질 수 있도록 간접조명을 고안하였고, 그 성능을 평가하였다. 간접 조명환경 구현을 위해 타원체 형태의 반사 구조를 시스템 내부에 위치시키고, 타원체 내부에 높은 조도의 LED 두 개를 통해 정면 카메라 아래 방향으로 빛을 조사하도록 배치시켰다. 혀 위치 영역에는 반사 구조에 의해 반사된 빛만이 조사될 수 있도록 하였다. 조명의 균질도는 5개 영역에서 밝기를 측정하여 변동계수로 평가하였고, 직접조명과 확산판조명에서 각각 0.16, 0.13으로 나타난 반면 간접조명에서는 0.01미만으로 나타났다. 혀 모형을 통해 조명에 의한 빛 반사 영역의 비율을 계산한 결과는 직접조명, 확산판조명, 간접조명에서 각각 5.76%, 4.22%, 1.79%로 나타났다. 혀 모형을 측정한 영상에서 6영역의 변동계수를 계산해 색상 균질도를 평가한 결과는 간접조명에서 0.06 미만으로 가장 우수한 것으로 나타났다. 본 논문에서 구현한 조명방식을 설진 시스템에 적용하여 진단 지표 측정의 재현성 및 반복성이 향상될 것으로 기대된다.

• 동의생리병리학회지
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• 제21권6호
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• pp.1655-1659
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• 2007

The purpose of this study was to investigate that which symptoms are adequate indicator of the deficiency of Eum pattern in the stroke patients. In the time period Dec. 2006 to Aug. 2007, 479 patients with a first-ever stroke admitted in the department of Internal Medicine of 12 Oriental Medical Hospitals were included. Patients were hospitalized within 1 months after the onset of stroke. Stroke patients had been interviewed by resident who studied standard operation procedures in Fundamental Study for Standardization and Objectification of Differentiation and Pattern Identification of Syndrome of Oriental Medicine for Stroke. Eum-deficiency patients was confirmed by medical specialist diagnosis, resident diagnosis, case report form analysis without a dissenting voice. Deficiency of Eum group included 65 case, Non Eum group 414 case out of 479 patients. dryness of mouth, short and rapid purse, white face and reddish zygoma, mirror-like tongue were higher among Eum group. Eum and Non Eum patients do not significantly differ in reddened tongue, dryness in tongue, night sweat, palpitation, afternoon tidal heat, palmar heat, sores of the mouth or tongue. This study was insufficiency because sample size is very small. More data from prospective cohort studies will help to Korean Standard Differentiation of the Symptoms and Signs for the Stroke.

• 한방재활의학과학회지
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• 제32권1호
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• pp.73-87
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• 2022

Objectives We aimed to characterize the results obtained from Korean medical examinations and questionnaires on the quality of sleep. Methods The quality of sleep was measured using the Pittsburgh sleep quality index in 400 subjects. Afterwards, heart rate variability (HRV) measurements were done, along with the analyses for tongue color, teeth marks, and tongue coating through the tongue diagnosis system. A questionnaire about body's heat, cold and sweating conditions, and the perceived stress scale (PSS) were performed. Finally, correlations between all these indicators and the sleep quality were analyzed. Results As the quality of sleep decreased, the sympathetic nervous system was stimulated. The subjects who had the blue-purple colored tongue experienced decreased quality of sleep. The quality of sleep was also deteriorated in the subjects who usually feel cold and hot easily, sweat a lot, and feel a lot of discomfort. According to the PSS questionnaire, the higher the stress level is, the lower was the quality of sleep. Conclusions We obtained meaningful results by comprehensively analyzing the sleep quality, HRV, tongue diagnosis, heat and cold conditions, sweating, and stress conditions. In particular, the sleep quality had a significant correlation with the rest of the indicators.

• 한방비만학회지
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• 제21권1호
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• pp.32-41
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• 2021

Objectives: We aim to observe the relation of body mass index (BMI) and the indicators of oral health. Methods: 400 subjects participated in the study. The BMI values are calculated from the height and weight. For the tongue diagnosis, we used the tongue imaging device to analyze the color, tongue coating, and tooth marks. We measured the concentration of hydrogen sulfide (H₂S) and methyl mercaptan (CH₃SH) to evaluate the halitosis. The dry mouth was evaluated through the measurement of saliva secretion and with the questionnaire asking the frequency of dry mouth. Results: The BMI values were significantly higher in the group with light-white and blue-purple colored tongue, and significantly lower for lightly-coated tongue. However, the correlation of BMI and the amounts of saliva secretion was not significant as well as in the correlation of BMI and the concentration of H₂S, CH₃SH. In tongue diagnosis, the subjects who had blue-purple colored tongue also had significantly higher H₂S and CH₃SH, but tendency of lower saliva secretion. Conclusion: We obtain data showing that BMI value and the indicators of oral health including tongue diagnosis have meaningful correlation.

• 대한한의진단학회지
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• 제15권2호
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• pp.149-158
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• 2011

Objectives: The objective of this study is to compare the colour intensity of tongue body and that of tongue coat under the visible light and the ultraviolet light. Methods: We selected 7 subjects with completely or partially peeled tongue coat among the recruited 94 adults for the experiment. We took each tongue picture under the visible light and the ultraviolet light (315-400 nm) and then extracted sample images from the tongue body and tongue coat regions. Mean, median and mode of colour intensity from the sample images were calculated in 256 RGB system. Results: The green and the blue colour intensities of the tongue coats were significantly higher than those of the tongue bodies under the visible light. In all channels, the red, green and blue, the colour intensities of the tongue coats were significantly higher than those of the tongue bodies under the ultraviolet light. The colour differences between tongue coats and tongue bodies under the ultraviolet light were significantly higher than the colour differences under the visible light. Especially the colour difference under the ultraviolet light was highest in the green channel. Conclusions: We suggested that green colour image of the RGB system taken under the ultraviolet light could be used for more easy separating tongue coat region from tongue body.

• 한국한의학연구원논문집
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• 제13권2호통권20호
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• pp.135-142
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• 2007

General health exanimation comes into operation to focus on physical inspection for industrial workers and doesn't contain oriental health care. Thus we need information of health status and disease prevention, so develop a questionnaire software for health examination in oriental medicine. Items of this soft ware consists of personal information and symptoms to could check oneself , pulse and tongue diagnosis by oriental medical doctor. Symptoms are made up of syndrome differentiation about Qi and blood, Yin and Yang, body fluid, five Zang organs, Sasang Constitutional Medicine. And we reconstruct 116 items by whole body, chest and abdomen, urine and feces, head, limbs, waist and back, five sensory organs, objective signs. A subject enter symptoms and a oriental medical doctor input diagnosis of pulse and tongue, then this software return the result of health index and explanation for oriental health care. This software would be used as tool not only health examination but also clinical research.

• 정보처리학회논문지B
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• 제14B권2호
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• pp.71-80
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• 2007

본 논문에서는 웹 기반의 의료 정보를 제공하기 위한 한방 진단 시스템 중 얼굴형 및 혀 영역 추출, 설색 분석 방법에 대해 제안한다. 이는 초 고령화 사회를 맞아 의료 혜택의 대중화와 보편화가 사회적 요구 사항으로 대두되고 있으며 이를 IT 기술로 구현하기 위해 웹 기반의 망진 및 설진을 이용한 의료 정보를 제공하는 시스템을 구축하고자 한다. 통상 인체의 생체 신호를 반영하여 나타내어 주는 곳은 홍채나 혀, 오관 등이 있다. 이 중 본 논문은 개발하고자 하는 웹 기반의 질병 진단 중 관형과 찰색을 위한 얼굴형의 분류, 오관 영역의 주출과 영양분할 그리고 인간의 생체 신호가 집약적으로 나타나 있는 혀에 대해 설색을 추출하는 방법 등에 대해 제안하고자 한다. 끝으로 실험에 의해 제안한 방법의 유용성을 입증하고자 한다.

• 대한한의학회지
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• 제32권2호
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• pp.42-62
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• 2011

Objective: This study was designed to identify and explore the pathological patterns of functional dyspepsia (FD) patients. We also evaluated the usefulness of the Pattern Identification Questionnaire by comparing it with other assessment tools for FD. Methods: We recruited 97 FD patients based on the Rome III criteria for FD diagnosis. The pathological patterns of the subjects were determined by the Pattern Identification Questionnaire. Their dyspepsia-related symptoms were assessed using the Gastrointestinal Symptom Questionnaire (GIS) and the Pyeongwi-san (Pingwei-san) Patternization Questionnaire. Depressive symptoms were evaluated with the Beck Depression Inventory (BDI) and quality of life with the Functional Dyspepsia-Related Quality of Life (FD-QoL) Questionnaire. Tongue coating was measured by the Digital Tongue Diagnosis System (DTDS). Results: The male to female ratio was 1:1.1, and the forties and fifties age groups were largest in number. The spleen deficiency and phlegm-dampness pattern was the most common pattern found among the FD patients. No significant differences in the GIS, BDI, FD-QoL, and DTDS scores were found among the five pattern types. All pattern types showed significant correlation with GIS, Pyeongwi-san Patternization Questionnaire, and FD-QoL scores. Conclusions: Pattern Identification Questionnaire can not only identify the pathological pattern types of FD patients but also evaluate the severity of their symptoms. Compared to conventional assessment tools for FD, it could enable a more dynamic evaluation of FD patients reflecting the severity of dyspeptic symptoms and the quality of life. Further studies on the Pattern Identification of FD patients are anticipated in order to improve the diagnosis and therapy for Korean FD patients.