• Journal of Sasang Constitutional Medicine
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• v.36 no.2
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• pp.39-48
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• 2024

Objectives The aim was to develop a method for detecting Sasang constitution based on the ratio of facial landmarks and provide an objective and reliable tool for Sasang constitution classification. Methods Facial images, KS-15 scores, and certainty scores were collected from subjects identified by Korean Medicine Data Center. Facial ratio landmarks were detected, yielding 2279 facial ratio features. Tree-based models were trained to classify Sasang constitution, and Shapley Additive Explanations (SHAP) analysis was employed to identify important facial features. Additionally, Body Mass Index (BMI) and personality questionnaire were incorporated as supplementary information to enhance model performance. Results Using the Tree-based models, the accuracy for classifying Taeeum, Soeum, and Soyang constitutions was 81.90%, 90.49%, and 81.90% respectively. SHAP analysis revealed important facial features, while the inclusion of BMI and personality questionnaire improved model performance. This demonstrates that facial ratio-based Sasang constitution analysis yields effective and accurate classification results. Conclusions Facial ratio-based Sasang constitution analysis provides rapid and objective results compared to traditional methods. This approach holds promise for enhancing personalized medicine in Korean traditional medicine.

• Journal of Sasang Constitutional Medicine
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• v.10 no.2
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• pp.271-281
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• 1998

1. Objective : This research is a study about constitutional diagnosis through the external appearances, especialy it is for finding shape differences of the upper-face pictures of moire, according to the Sasang constitution 2. Method : We have collected 98 cases of femail patients of the Sasang Constitutional Department, including employees of the Kyung-Hee Medical Center and took pictures of moire of upper face and measured 50 points. We analyzed shape differences of the upper face according to the Sasang constitution. 3. Results : Analysing the moire of upper face, the characteristics according to sasang constitution presented. 4. Conclusion : Soyangin had a projected part of left upper face compared with taeumin. With the image of moire, the characteristics of upper face according to sasang constitution was found.

• Journal of Sasang Constitutional Medicine
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• v.29 no.2
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• pp.104-115
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• 2017

Objectives The purpose of this study was to investigate the premenstrual symptoms according to Sasang constitution and to utilize for understanding the characteristics of Sasang constitution. Methods Thirty one female university students participated in this study and Sasang Constitution and patterns of premenstrual symptoms was determined by Questionnaire for Sasang Constitution Classification (QSCC) II and premenstrual symptoms screening tool, respectively. For statistical analysis, chi-square test, analysis of variance and correlation test has been used. Results There existed significant differences in menstrual symptoms between Sasang constitutions. Taeumin had higher body mass index in severe PMS(Premenstrual Symptoms) group than normal/mild PMS group, and Soyang in and Soeumin are vice versa. Taeumin showed depressed mood and hopelessness, decreased interest in school activities, Soyangin showed decreased interest in home activities, and Soeumin showed decreased interest in social activities. In terms of interfered functional activities, Soyangin had increased feeling overwhelmed or out of control and Taeumin and Soeumin had increased hypersomnia. Conclusion Menstrual symptoms are different among Sasang constitutional types based on PSST(Premenstrual Symptoms Screening Tool). These results may serve as the basis in identifying and treating premenstrual syndromes related to Sasang constitution.

• Journal of Sasang Constitutional Medicine
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• v.24 no.4
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• pp.17-27
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• 2012

Objectives : This study proposes developing Sasang Medical Diagnosis Program using Facial form for increase in Sasang Constitution Diagnosis objectivity and putting the Diagnosis Program into practical use. The author presents a review of extant research on Sasang constitution diagnosis utilizing facial feature analysis and suggests an agenda for further research. Methods : For this thesis, a collection of dissertations on the subject of 'Usage of facial form for constitution diagnosis' published until September of 2012 such as RISS4U, OASIS, KISTI, Korean TK were reviewed. The final 33 dissertations were classified into two categories, basic or clinical research and then analyzed. Results : 9 out of 33 dissertations were of basic research and 24 were of clinical research. 1) As result of review of references, a uniform tendency was found in facial form according to Sasang Constitution. 2) In the grade of practical use, facial element is repeatedly used and the facial element of important use has constitutional differences. 3) Standard faces per Sasang Constitution were derived as result of 2-dimensional research. 4) 3-dimensional research focused on improvement of accuracy and reliability of 3D-AFRA, and there has been an attempt to develop a prototype for identification. Conclusions : For practical use of facial feature in Sasang Constitution Diagnosis, 1) Standardization of diagnosis through establishing Sasang Medical Diagnosis clinical protocol must be preceded. After the standardization, practical purpose and direction of facial form in general may be decided. 2) Information on high quality facial form of constitutional and conditional patients must be collected to form extensive database. 3) Subdivided symptomatology, as well as Sasang Constitution must be considered for diagnosis in order for diagnosis technique to acquire clinical practicality.

• Journal of Sasang Constitutional Medicine
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• v.28 no.1
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• pp.1-10
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• 2016

Objectives SCAT (Sasang Constitution Analysis Tool) is a system designed to provide the information needed to diagnose a sasang constitution diagnosis expert diagnosis. In order to determine the sasang constitution diagnosis requires the following four ways. This system provides objective information to the constitution diagnostic expert to collect such information.Methods SCAT was constructed by considering the user UI/UX to be easy to enter information. To provide a state of the subject in Table to make it easier to grasp the information of the subject also in constitution diagnostician.Results Provides objective data for experts to determine the constitutional history of the subject.Conclusions Professionals and ordinary users through the SCAT system can easily access the sasang constitution diagnosis. In the future through the advancement of the SCAT system will improve the user's convenience stability.

• Journal of Sasang Constitutional Medicine
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• v.23 no.2
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• pp.208-217
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• 2011

1. Objectives: The purpose of this study was done to compare Sasang Constitution diagnostic rate between taking Sasang Constitution herb medicine patients and non taking group. 2. Methods: We collected data from 430 patients who were visited at the Department of Sasang Constitution, College of Oriental Medicine, Dong-eui University from November 2006 to September 2010. We classified them into two group. One was taking Sasang Constitution herb medicine patients group, the other was non taking group. For Sasang Constitution Diagnosis, they all have done SSCQ-P questionnaire. and a Sasang Constitution specialist diagnosed constitution. According to reactions after taking herb medicine, the patients of taking group were confirmed their constitutions. We checked Sasang Constitution diagnostic rate from each groups'(the whole subjects, taking herb medicine patients group, non taking herb medicine patients group) discriminant function. And to find out Sasang Constitution diagnostic rate, we applied discriminant functions to each other. 3. Results and Conclusions: 1) The whole subjects' diagnostic accuracy rate was 72.07%. 2) Taking herb medicine group's diagnostic accuracy Rate was 75.08%. Non taking herb medicine group's diagnostic accuracy rate applied taking group's discriminant function was 61.60%. 3) Non taking herb medicine group's diagnostic accuracy rate was 81.06%. Taking herb medicine group's diagnostic accuracy rate applied taking group's discriminant function was 57.14%.

• Journal of Sasang Constitutional Medicine
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• v.11 no.2
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• pp.195-207
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• 1999

1. PURPOSE This research is a study on constitutional diagnosis through the external appearances, and for finding shape differences of the hand and foot according to the Sasang Constitution. 2. Method We collected 148 person who were healthy and measured length, breadth, circumference and thickness of their hands and feet with 'The Measurement of R. Martin'. We analyzed shape differences of hand and foot according to the Sasang Constitution and made a certain conclusion. 3. Results and Conclusions We got the morphologic characteristics of hand and foot according to the Sasang Constitution. (1) The physical characteristics. The weight is heaviest in Taeumin. (2) The morphologic characteristics of Hand. (1) The wrist circumference is longest in Taeumin. (2) The finger length / hand length(ratio) is higher Soeumin than Taeumin. (3) The wrist breadth is largest in Taeumin(only male). (4) The wrist breadth is larger Taeumin than Soeumin(only female). (5) The palm length is longer Taeumin than Soyangin(only male). (6) The maximum hand breadth is larger Taeumin than Soeumi (only male). (7) The 2nd, 3rd and 4th finger length is longer Soeumin than Soyangin(only male). (3) The morphologic characteristics of Foot. (1) The foot thickness is thickest in Taeumin. (2) The foot breadth is largest in Taeumin. (3) The ankle circumference is longest in Taeumin(only male).

• Journal of Sasang Constitutional Medicine
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• v.31 no.2
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• pp.22-30
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• 2019

Objectives The aim of this study is to investigate the related factors of nonalcoholic fatty liver disease (NAFLD). Methods The subjects were 187 persons diagnosed as fatty liver by abdominal ultrasonography. They were divided into three groups according to the severity of fatty liver: control, mild, moderate or severe. The three groups' general characteristics, laboratory results, liver function indexes, metabolic syndrome indexes, tumor markers, heart rate variability values and Sasang constitution distribution were compared and analyzed. Results Male ratio, height, weight, body mass index, red blood cell count, hemoglobin level and creatinine level were higher in NAFLD groups than in control group. The levels of sodium and amylase were higher in control than in NAFLD. In liver function, the levels of aspartate transaminase, alanine transaminase and gamma-glutamyl transpepsidase of NAFLD were higher. In metabolic syndrome index, systolic blood pressure, diastolic blood pressure, waist circumference, total cholesterol, triglyceride and low density lipoprotein cholesterol levels were higher in NAFLD, while high density lipoprotein cholesterol level was higher in control. The alpha-feto protein level was higher in NAFLD, and the heart rate variability was not different between NAFLD and control groups. In Sasang constitution, Taeeumin ratio of NAFLD was higher than of control. Conclusions The results suggest that nonalcoholic fatty liver is clinically related to liver dysfunction, metabolic syndrome, tumor markers, and Sasang constitution. Further studies are needed to control nonalcoholic fatty liver disease and prevent severe disease such as cirrhosis and cancer caused by fatty liver.

• Journal of Sasang Constitutional Medicine
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• v.14 no.1
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• pp.90-99
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• 2002

Exact constitutional classification is especially important in Sasang Constitutional Medicine. Therefore, most studies on the Sasang Constitutional medicine have been focused on how accurately to classify Sasang Constitution. Recently, there have been reported on the studies about relationship between genetic polymorphism and Sansang Constitution. The purpose of this study is to investigate whether there is any correlation between Sasang Constitution and HLA type. Polymorphism of HLA genes have been known to be important role in transplantation, autoimmune disease, immune response against infection. This study was concentrated on a relationship of HLA-A, -C, -DR, and -DQ types with Sasang Constitution. Results are as following. 1. In the case of HLA-A, there was no significant difference. Only $HLA-A^*31$ has a tendency which Soyangin is less frequent than Soeumin and Taeumin. 2. In the case of HLA-C, there was significant difference between Sasang Constitution and HLA type. In persons having $HLA-C^*04$ allele, Taeumin is more frequent than Soyangin and Soeumin. On the other hand, Soyangin is more frequent than Taeumin and Soeumin in $HLA-C^*07$ allele. $HLA-C^*14$ has a tendency which Soeumin is more frequent than Soyangin and Taeumin. 3. In. the case of HLA-DR type and HLA-DQ type, there was no significant difference among Sansang Constitution. On the study of correlation between Sasang Constitution and HLA type, there was little statistical significance and tendency. This study was the first try about presentation of frequency on the HLA alleles corresponding with Sasang Constitution. I think that more study on the relationship between HLA gene and Sasang Constitution is necessary by method of large case research and various statistical analysis.

• Journal of Sasang Constitutional Medicine
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• v.19 no.3
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• pp.206-216
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• 2007

1. Objectives This Study recognize of the 17th Korean Assemblymen's Sasang Constitutional distribution and investigates Sasang Constitutional distribution of special group. 2. Methods The Questionnaire of Sasang Constitution was distributed to Korean Assemblymen's. The next, 2 persons of Sasang Constitutional Specialist interview directly, record of Korean Assemblymen's voice with PSSC and then concluded Sasang Constitution. 3. Results 1. After analysed Sasang Constitution with Questionnaire, We acquired zero person Taeyangin, sixteen persons Soyangin, nine persons Taeumin, zero person Soeumin. But, after direct interview examination, We acquired one person Taeyangin, seven persons Soyangin, twenty-two persons Taeumin, five persons Soeumin. 2. Soyangin rates was 20% practically, but Soyangin rates of amination with Questionnaire was 46%. Because Soyangin in Korean Assemblymen's expressed extrovert for oneself. 3. Taeumin constituted nineteen persons with Questionnaire, accounted for 54%. But Taeumin constituted twenty-two persons in direct interview examination, accounted for 63%. 4. Conclusions 1. In Uri Patty, Soyangin rates was 21%, Taeumin rates was 63%, Soeumin rates was 16%, Taeyangin rates was 0 %. The group of Taeyangin and Soyangin with activity and progression marked 21 %, the group of Taeumin and Soeumin with conservativeness marked 79%. 2. Grand National Parry, Soyangin rates was 14%, Taeumin rates was 64.3%, Soeumin rates was 14.3%, Taeyangin rates was 7.1 %. The group of Taeyangin and Soyangin with activity and progression marked 21.6%, the group of Taeumin and Soeumin with conservativeness marked 78.6%. 3. In comparison Uri Patty with Grand National Party, the rates of active Constitution marked 21.0% and 21.6% be much of a muchness. and in comparison Uri Parry with Grand National Parry, the rates of conservative Constitution marked 79.0% and 78.6% be much of a muchness.