• 대한중풍순환신경학회지
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• 제8권1호
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• pp.22-27
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• 2007

Objectives : This study was aimed to assess the distribution of metabolic syndrome according to Sasang constitution(SC) in acute stroke patients. Methods : We assessed the type of SC of acute stroke patients in the oriental medical hospitals of 3 universities located in metropolitan region from October 2005 to June 2007 by Ouestionnaire for the Sasang Constitution Classification II(QSCC II). Then, we investigated the general characteristics, the prevalence of each factor of the metabolic syndrome and the prevalence of the metabolic syndrome according to SC. Results : 338 subjects were included into the final analysis. 1. This study showed that the proportion of So-yang was highest of all constitutions(45.9%). 2. The prevalence of high TG, low HDL-chol, high BP, high FBS of Tae-um were higher than those of the other constitutions, but the differencecs were not statistically significant. The prevalence of high WC of Tae-um was significantly higher than other constitutions(p<0.001). 3. The prevalence of metabolic syndrome of Tae-um was significantly higher than other constitutions (p=0.002). Conclusion : There were significant differences in the prevalence of metabolic syndrome according to SC in acute stroke patients. For the further research, it seems to be necessary to construct fundamental databases for stroke by increasing the number of patients and by diagnosing SC more delicately.

• Journal of Nutrition and Health
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• 제33권8호
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• pp.824-832
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• 2000

In Sasang constitutional medicine, a part of oriental medicine, there are beneficial foods of harmful foods according to the each constitutions. Until now, most of the studies have investigated the classification of foods according to the each constitutions, The clinical usage of the constitutional diets in now in the beginning. The purpose of this study is to investigate the therapeutic effects of the constitutional diets in comparison with general therapeutic diets in the patients with hyperlipidemia. From January to August, 1999, the 65 hyperlipidemic patients admitted to Kyung Hee Oriental Medical Center were studied. Therapeutic diet for hyperlipidemic patients or each constitutional diets were given to the subjects 3 meals a day for 6 weeks. The Sasang constitutional classification, food habits were assessed. The anthropometric assessment and blood analysis were carried out before and after taking each experimental diets. The results are as folow ; 1) The mean age of the objects was 62.4${\pm}$6.5 years, the distribution of their constitution were Tae-eumin :63.0%, So-yangin :26.2% So-eumin: 10.8%. 2) The mean body weight and BMI of Tae-eum were significantly higher than those of So-eum and So-yang. 3) Food habits of each constitutional groups were very similar to those described by sasang medicine. 4) The therapeutic and constitutional diets lowered the serum levels of total lipid(from 756.4mg/dl to 692.3mg/dl) triglyceride(from 244.4mg/dl to 212.mg/dl) and VLDL-cholesterol(from 48.9mg/dl to 42.5mg/dl). The therapeutic diet decreased the HDL-cholesterol level(from 49.0mg/dl to 41.7mg/dl) but the constitutional diet did not. 5) The effects of the therapeutic and constitutional diets were the highest in Tae-eum group. In the So-yang group, the constitutional diet lowered the levels of total lipid and LDL-cholesterol but the therapeutic diet did not. But the therapeutic and constitutional diets did not change the blood lipid levels significantly in the So-eum group.(Korean J Nutrition 33(8) : 824-832, 2000)

• 대한한의학회지
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• 제28권4호
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• pp.8-12
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• 2007

Objectives : This study aimed to investigate the circadian variation in stroke types, ischemic stroke subtypes, and Sasang constitutions. Methods : 295 patients with acute stroke within 14 days onset were included, who were admitted to Kyunghee Oriental Medical Center from October 2005 to May 2007. The stroke onset time was subdivided into four groups of 6-hour intervals in a day. Stroke types, ischemic stroke subtypes, and Sasang constitutions in four groups were examined. Results : Most ischemic stroke occurred between 6:01-12:00 hours (30.2%). For ischemic stroke subtypes, the peak period of small-vessel occlusion was between 6:01-12:00 hours (33.2%), large-artery atherosclerosis was most common between 12:01-18:00 hours (39.5%), and cardiac embolism was most frequent between 18:01-24:00 hours (50%). In terms of Sasang constitution, Soyeumin and Taeyeumin were most common between 6:01-12:00 hours (36.4% versus 41.5%, respectively), but the peak time of Soyangin was between 12:01-18:00 hours (35.2%). Conclusion :Most ischemic stroke events occurred in the mid-to-late morning hours in the present study and there was a circadian variation of onset in ischemic stroke subtypes and Sasang constitution.

• 사상체질의학회지
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• 제34권3호
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• pp.31-40
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• 2022

Objectives Sasang constitutional medicine is a traditional Korean medicine that classifies humans into four constitutions in consideration of individual differences in physical, psychological, and physiological characteristics. In this paper, we proposed a method to classify Taeeum person (TE) and Non-Taeeum person (NTE), Soeum person (SE) and Non-Soeum person (NSE), and Soyang person (ST) and Non-Soyang person (NSY) using a convolutional neural network with only facial images. Methods Based on the convolutional neural network VGG16 architecture, transfer learning is carried out on the facial images of 3738 subjects to classify TE and NTE, SE and NSE, and SY and NSY. Data augmentation techniques are used to increase classification performance. Results The classification performance of TE and NTE, SE and NSE, and SY and NSY was 77.24%, 85.17%, and 80.18% by F1 score and 80.02%, 85.96%, and 72.76% by Precision-Recall AUC (Area Under the receiver operating characteristic Curve) respectively. Conclusions It was found that Soeum person had the most heterogeneous facial features as it had the best classification performance compared to the rest of the constitution, followed by Taeeum person and Soyang person. The experimental results showed that there is a possibility to classify constitutions only with facial images. The performance is expected to increase with additional data such as BMI or personality questionnaire.

• Journal of Acupuncture Research
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• 제21권3호
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• pp.43-59
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• 2004

Objective : In Modern society, patients with facial nerve paralysis are increasing because of many factors - irregular life, cold, overwork and stress etc. We have troubles in presuming the prognosis, though how to diagnosis and examine facial nerve paralysis are many. Methods : A clinical study was done on 89 patients who were diagnosed and treated as facial nerve paralysis(Bell's palsy) from January 2001 to May 2003 at the Dep. of Acupuncture and Moxibustion, college of Oriental Medicine, Woo-suk University. We classified 89 patients as the Sasang(四象) constitution, contributing factor, season, age and existence of diabetes items and analyzed, as we would research differences of changing point-Period from on set of Bell's palsy to the day which the change begins to be seen at the face- and improvement -Period which Bell's palsy is improved from on set to H-B grade II. Results : 1. Among the Sasang constitution, Soeumin($10.67{\pm}3.77days$) were faster than other constitutions, but Soyangin($16.25{\pm}6.75days$) were slower than other constitutions in changing point. Taeumin($4.12{\pm}1.49weeks$) were shorter than other constitutions, but Soyangin($4.88{\pm}2.11weeks$) were longer than other constitutions in improvement. 2. Among contributing factors, overwork and stress group were slower than other contributing factors in changing point($13.95{\pm}6.52days$), and longer than others in improvement($4.67{\pm}1.87weeks$). 3. Changing point and improvement of season, age, and existence of diabetes had the difference of the average according to an each item, but they were not statistically significant. 4. In 89 patients with Bell's palsy, average changing-point was $13.11{\pm}5.99$(days) and average improvement was $4.47{\pm}1.82$(weeks). Their correlation was 0.687 and statistically significance(P<0.01), therefore we could decide that their relation is highly correlation.

• 사상체질의학회지
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• 제15권2호
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• pp.124-128
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• 2003

Background: Sasang Constitutional Medicine (SCM) is a component of Korean traditional medicine that classifies humans into four categories, according to their constitution (Taeyangin, Taeumin, Soyangin and Soeumin). We are unaware of previous assessments of SCM in non-Asian race groups. Objectives: To quantify body composition components in three race groups and to determine whether SCM has an independent effect on body composition components. Design: A cross-sectional evaluation of 76 adults (28 Caucasian, 21 African-American, 27 Asian). Body composition was estimated using dual energy x-ray absorptiometry. Results: SCM component had a significant effect on weight, fat, and lean mass regardless of race group (p <0.001).

• 사상체질의학회지
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• 제22권3호
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• pp.87-97
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• 2010

1. Objectives: In SCM, a personal Sasang constitution must be determined accurately before any Sasang treatment. The purpose of this study is to develop an objective method for classification of Sasang constitution. 2. Methods: We collected samples from 5 centers where SCM is practiced, and applied two-stage decision tree analysis on these samples. We recruited samples from 5 centers. The collected data were from subjects whose response to herbal medicine was confirmed according to Sasang constitution. 3. Results: The two-stage decision tree model shows higher classification power than a simple decision tree model. This study also suggests that gender must be considered in the first stage to improve the accuracy of classification. 4. Conclusions: We identified important factors for classifying Sasang constitutions through two-stage decision tree analysis. The two-stage decision tree model shows higher classification power than a simple decision tree model.

• 사상체질의학회지
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• 제8권2호
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• pp.191-202
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• 1996

사상의학(四象醫學)에 있어서 체질변증(體質辨證)은 매우 중요한 과제로서 많은 의가(醫家)들에 의해 연구되고 있으나 지금까지 객관적으로 인정된 방법은 없다고 하겠다. 본 연구는 성문(聲紋)과의 상관성(相關性)을 통하여 사상체질(四象體質) 변증(辨證)에 도움이 되고자 하였다. 태음인(太陰人) 26명, 소음인(少陰人) 25명, 소양인(少陽人) 15명의 음성(音聲)울 녹음하여 시간 측정을 하였고, 성문분석기로 음성의 기본주파수(基木周波數)를 분석하여 비교하였으며 결과는 다음과 같다. 1. 태음인, 소음인, 소양인의 측정된 문장 발음 속도는 유사한 경향을 보였다. 2. 기본주파수 빈도분포그래프와 정규분포 그래프에서 태음인의 중심값이 소음인과 소양인에 비해 낮게 나타났으며, 소음인과 소양인 사이의 중심값은 유사한 경향을 보였다. 3. 기본주파수 빈도분포 그래프와 정규분포 그래프에서 폭의 경우는 체질 간에 유사한 경향을 보였다. 4. 세 체질의 기본주파수 평균값의 경우 태음인은 소음인에 비해 낮게 나타나서 태음인과 소음인은 통계학적으로 유의적인 차이점이 인정되었으며, 이는 태음인의 저음 사용이 소음인에 비하여 많음을 의미 한다고 볼 수 있다. 따라서 성문의 기본주파수 분석을 통한 사상체질 분류검사방법은 사상체질의 객관화를 위한 하나의 보조적인 방법이 될 수 있다고 사료된다. 제언 및 문제점 1. 문장뿐만 아니라 실제 대화음성의 분석이 필요할 것으로 생각된다. 2. 좀 더 많은 자료의 수집 분석이 필요하며, 남성뿐만 아니라 여성과 연령별로의 분석도 연구되어야 한다고 생각된다. 3. 녹음시의 여러 변수, 예를 들연 녹음시의 잡음, 조사대상자의 긴장, 또는 감기나 기타 질병으로 인한 음성변화 등에 대한 문제점도 주의해야 할 것으로 생각된다. 4. 기본주파수이외의 다른 변수, 예를 들어 공명주파수나 음의 강도등을 이용한 체질과의 상관성에 관한 연구가 필요하다고 생각된다.

• 사상체질의학회지
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• 제3권1호
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• pp.185-199
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• 1991

Knowing the reason for constitutional severe sweating of Tae-Eum-In, we have collected 20 person of Tae-Eum-In and 20 person of the others, and measured weight and circumference of neck, chest, abdomen and hip and cholinesterase, epinephrine and norepinephrine in blood. Except group of epinephrine among them, remakable difference had been in the rest comparision, so it considerded that be able to distinguish the characteristics of constitutions.

• 사상체질의학회지
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• 제19권1호
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• pp.60-77
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• 2007

1. Objectives This is the comparative study with hand-operated measurement method and Automatic measurement method, in order to convert the automatic measurement method. 2. Methods We measured the body of patients(hand-operated Width 5 Places and hand-operated circumference 8 place,Automatic Width 5 and automatic circumference 8 place by 3D body measuring instrument) and analyzed the anthropometric data divding into sex&age. 362 patient's data are used in the analysis. 3. Results and Conclusions 1) 1th circumference variable which standing was not a sasang constitutional difference. 2) Diagnostic accuracy rate of the body measurement was 50-80%. 3) Diagnostic accuracy rate of man is higher than Diagnostic accuracy rate of women 4) Diagnostic accuracy rate of Automatic & hand-operated measuring was not a big difference.