• 동의생리병리학회지
• /
• 제27권5호
• /
• pp.683-687
• /
• 2013

Evacuation disorder(ED) is frequently observed in the elderly people. In this study, we investigated the tongue color properties in the elderly. 327 subjects were participated in this study and classified into normal group (n=95) and ED group (n=23) by two Korean Oriental Medicine doctors. The tongue images were acquired by using computerized tongue diagnosis system, and its color were linearly corrected base on CIE $L^*a^*b^*$ values of 12 color samples. The tongue region was segmented from acquired image and divided into two regions along the vertical direction. In order to estimate color properties of the tongue, a color histogram was calculated for the root region based on the CIE $L^*$ and $a^*$ values, and differences of color histogram values between normal and ED groups were computed based on the Mann-Whitney U test. As results, pixels corresponding to typical colors of the pale tongue and thin tongue coating were significantly more distributed in ED than those in normal group(p<0.05). The tongue color of the root region in ED was revealed to be different from those in healthy subjects.

• Asian Pacific Journal of Cancer Prevention
• /
• 제16권4호
• /
• pp.1371-1374
• /
• 2015

Background: Tongue cancer is one of the leading sites of cancer in our population. Aim: To evaluate the socio-demographic profiles and stages at diagnosis of oral tongue (OT) and base of tongue (BT) cancers, and identify any possible variations in characteristics. Materials and Methods: A retrospective analysis was conducted on tongue cancer cases, divided into OT and BT, registered at the hospital cancer registry of North-East India during January 2010 to May 2013. Cases were analyzed for age, gender, residential status and different levels of education for patients, the stage at diagnosis and presence of distant metastasis. Results: A total of 1,113 cases of tongue cancers were registered, 846(76.1%) of BT and 267(23.9%) of OT. While 33.9% of BT cancer patients were above 65 years of age, the figure for OT cancers was 18.4%, stages III and IV accounting for 90.8% and 77%, respectively. The relative risk for distant metastasis in OT cancers was 3.3 (95% CI 1.08-10.1, p=0.03). Conclusions: In the subsites of tongue cancers in our population, the majority arose from the base of tongue, these tending to occur in older individuals and presenting at late stage.

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

• 대한한의학회지
• /
• 제31권1호
• /
• pp.23-29
• /
• 2010

Objective: The aim of this prospective, case-controlled study was to assess the difference of the amount of tongue coating between halitosis and non-halitosis patients using a digital tongue diagnosis system (DTDS). Methods: Sixty-five patients complaining of oral malodor were recruited for the study. The level of volatile sulfur compounds (VSC) in the oral cavity of the patients was measured by a portable gas chromatography. All patients were then divided into two groups, the halitosis group ($H_2S{\geq}1.5ng$/10ml, or $CH_3SH{\geq}0.5ng$/10ml) and the non-halitosis group ($H_2S$<1.5ng/10ml and $CH_3SH$<0.5ng/10ml), according to the VSC level criteria published by Tonzetich. Tongue images of the two groups were acquired and analyzed by DTDS, followed by the analysis of the tongue coating scores. Results: The tongue coating scores of the halitosis group were significantly higher than of the non-halitosis group (P=0.033). Furthermore, the difference of the posterior tongue coating between the two groups was more significant (P=0.000). Conclusions: Halitosis patients were shown to have a thicker tongue coating than those in the non-halitosis group. Moreover, the posterior dorsum of the tongue should be observed more cautiously when dealing with halitosis patients. Also, the progress and state of the patient's symptom of halitosis as diagnosed objectively by the portable gas chromatography could also possibly be analyzed instead by the DTDS tongue coating score.

• 재활복지공학회논문지
• /
• 제10권2호
• /
• pp.141-146
• /
• 2016

본 논문에서는 설진시스템에서 혀 영역의 윤곽선을 정확하게 검출하기 위해 영역제한 마스크 연산과 능동 윤곽선 모델을 적용한다. 혀의 특징을 정확하게 분석하기 위하여 먼저, 혀 영역이 검출되어야 한다. 그러므로 혀 영역의 에지를 검출하기 위한 효율적인 분할 방법은 매우 중요하다. 20~30대 학생 30명으로 구성된 혀 영상 DB로 실험하였다. 실제 혀 영상에서의 실험은 좋은 결과를 보였다. 실험 결과, 제안된 방법이 마스크 연산을 사용하지 않는 방법에 비해 더 정확하게 혀 영역의 윤곽선을 추출하는 것을 확인할 수 있었다.

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

• 대한의용생체공학회:의공학회지
• /
• 제44권4호
• /
• pp.242-254
• /
• 2023

Although upper respiratory tract infections (URTIs) are common diseases, there have been no studies of their relationship with the indices obtained from tongue image analyses. The purpose of this study was to identify a tongue index through an analysis of tongue images (TIs) showing significant changes before and after treatment in patients with URTIs. A computerized tongue image acquisition system was developed to acquire TIs from subjects in the same environment. An image was taken from each of 39 URTI patients and 39 healthy controls. For the patients, images were acquired before and after treatment to identify changes. The tongue area was classified into a tongue body and a tongue coating, and the coating ratio between the two areas, the average value of the colour of each area, and teeth marks were calculated. No significant difference was observed in age or sex between the URTI patients and control participants. Heart rates were slightly different. The analysis of TIs showed that the luminance of the tongue coating and the coating area ratio were decreased, while the reddish value of the tongue body at the centre area increased as the treatment progressed. Tongue coating and body in URTIs had different colour and shape from those in the normal. It is expected that this result will contribute not only to the objectification of traditional Chinese medicine but also to diagnostic methods that do not involve face-to-face physician visit during the pandemic.

• 대한한방내과학회지
• /
• 제30권4호
• /
• pp.708-718
• /
• 2009

Objectives : The aim of this study was to assess the relationship between risk factors, warning signs, tongue diagnosis, pulse pattern, pattern identification and National Institute of Health Stroke Scale in acute stroke patients. Methods : We studied patients hospitalized within 4 wks after their ictus who were admitted at the Internal Medical Department at Kyunghee Oriental Medical Center, Kyunghee University East-West Neo Medical Center, Kyungwon University Songpa Oriental Medical Center, Kyungwon University Incheon Oriental Medical Center, Dongguk University Ilsan Oriental Medical Center from April 2007 to August 2009. We analyzed the relationship between risk factors, warning signs, tongue diagnosis, pulse pattern, pattern identification and National Institute of Health Stroke Scale in acute stroke patients. Results : 1506 subjects were included into the final analysis. 1. In the risk factors, the NIHSS mean score of atrial fibrillation was significantly higher than non-atrial fibrillation. 2. In the warning signs, the NIHSS mean scores of weakness, loss of eyesight, dysarthria, and sensory loss were significantly higher than in the non-warning signs. 3. There were no significant differences in lifestyle, tongue fur color, pattern identification between groups. 4. In the tongue color, the NIHSS mean score of red was significantly higher than pale or pale red. 5. There were significant differences statistically between forceful/weak, fine/not fine, slippery/not slippery pulse and NIHSS score. Conclusion : The above results show the relationship between risk factors, warning signs, tongue diagnosis, pulse pattern, pattern identification and National Institute of Health Stroke Scale in acute stroke patients. These results can be utilized in the future as a basis material.

• 대한한방소아과학회지
• /
• 제25권2호
• /
• pp.73-87
• /
• 2011

Objectives: This study is to investigate life style and weight control based on the body mass index, and tongue diagnosis in adolescent girls. Help controling unnecessary weight and establishing proper understanding of desirable body images and healthy life for adolescents are expected. Methods: The questionnaire surveys and physical examinations were conducted to examine the life style, weight-control behaviors, and the health status of 173 adolescent girls in Jeonju. Among the students surveyed, 162 answered seriously and were accepted as subjects for the study. Results: 1. The mean height was 160.4 cm and weight was 54.21 kg. The mean BMI of the girls was 21.1 kg/m2, which is normal. The percentages of the normal weight group (71.6%), overweight group (16.7%), obesity group (9.9%), underweight group (1.9%) were shown respectively. 2. The oriental medicine doctor examined the tongue diagnosis. The thin and white tongue fur was the most common (20.7%). This diagnosis showed no statistical significance to BMI. 3. The ideal height for the girls was 165 cm, and the ideal weight was 49 kg. 4. A considerable number of girls (50.6%) thought that a thin body figure was the most beautiful body shape for the women. 5. Even though the percentages of an actual overweight or obese group were 26.6%, 42.0% of the girls thought that they were plump. 6. 94.83% of the normal weight group concerned about the weight regulation. 7. Many girls were dissatisfied with their own body shape, and 86.9% of girls regarded being in a shape was important. 70.69% of the normal weight group answered that they were under stress of their body shapes. Conclusions: The findings of this study demonstrate that there are serious misconceptions on body shapes of the adolescent girls, and mostly, unnecessary and inadequate weight control behaviors were done. Therefore, establishing adequately education on their desirable body images and healthy life is needed for the adolescent girls. In this study, there is no significant relationship between BMI and tongue diagnosis. For the number of subjects is not enough, further study on the relationship between the two is expected.

• 대한한의진단학회지
• /
• 제17권2호
• /
• pp.77-89
• /
• 2013

Objectives Tongue diagnosis is an important diagnostic method in traditional Eastern medicine, and it has a high potential to be used in the future healthcare because of easy, quick, and non-contact measuring features. Recently, research and development efforts on computerized tongue diagnosis systems (CTDS) have been active that led to the technical advancements in the field of photographing techniques, image extraction and classification algorithms. In this study, we analyzed the trends in the CTDS patents. Using the WIPS search engine (www.wipsglobal.com), quantitative and qualitative patent analyses were performed through Korea, China, Japan, U.S.A and Europe. Methods For a systematic search and data analysis, we defined patent categories based on the application area and technical details. By applying thus-obtained categorical key words, we obtained 360 relevant patents on photographing techniques, image extraction and classification algorithms for the purpose of diagnosis or security. Results As a result, companies related to image acquisition, medical imaging and mobile devices and research groups of universities in East Asia were major patent applicants. In all the five countries, the number of patents have been increasing since 1980. In particular, technology related to color correction and image segmentation were most actively patented categories, and expected to continue a high application rate.