• The Journal of the Korea Contents Association
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• v.13 no.3
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• pp.299-306
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• 2013

The purpose of this research is to analyze the questionnaire of oriental medicine and bio-signal data and to identify the correlation between symptoms of oriental medicine and bio-signal in order to develop the customization model for individual patients. First, this research analyzes the questionnaire data using the developed questionnaire for oriental medicine symptoms and selects the optimized questionnaires for identifying the symptoms. Using data mining technologies with the selected questionnaires, this research divides the normal group and the group with symptoms. Finally, this research identifies the correlation between the questionnaire for oriental medicine symptoms and electrogastrogram signal.

• Korean Journal of Acupuncture
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• v.35 no.4
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• pp.247-247
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• 2018

• Journal of the Society of Cosmetic Scientists of Korea
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• v.32 no.4 s.59
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• pp.283-298
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• 2006

The domestic market of oriental herbal cosmetics has rapidly grown in the last few years. In this study, we investigated female consumers' cosmetics-buying behavior to know their appreciation of oriental herbal cosmetics. We also tried to deduce the strategies for growth and development of the oriental herbal cosmetics market in the future. A survey was conducted with women ranging in age from 20 to 50, who resided in Seoul; a total of 400 questionnaires were distributed and then 344 copies of those. were collected and analyzed statistically. This study provides basic information about the present status of oriental herbal cosmetics market and the real state of the cosmetic consumption. The consumers needs identified in this study, provides basic data in setting a marketing strategy for the oriental herbal cosmetics market.

• The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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• v.27 no.4
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• pp.121-130
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• 2014

Objectives : 본 연구를 통하여 한방안이비인후과 임상실습에서 Objective Structured Clinical Examination (OSCE) 수업의 효용성을 알아보고자 한다. Methods : 2014학년도 한의과대학 본과 4학년 학생을 대상으로 안이비인후과 임상실습의 한 방법으로 OSCE를 시행한 후, 학생들은 OSCE 수업 만족도에 관한 설문지를 작성하고 레지던트는 학생들을 평가하였다. OSCE 평가 성적과 기타 임상실습 및 필기시험 성적과의 연관성을 분석하여 OSCE 성적의 학점 부여 타당도를 살펴보았다. Results : 만족도 관련 설문 결과 총 평균점수가 4.34점이 나왔다. OSCE성적과 기타 임상실습 및 필기시험 성적과의 상관성을 pearson correlation을 통하여 살펴본 결과, OSCE성적은 임상실습 성적 및 (r=0.210, p=0.056), 필기시험 성적과 통계적으로 유의한 상관성이 없었다 (r=0.064, p=0.567). Conclusions : 위의 결과로부터 임상실습에서 OSCE 시행은 학생들의 학습 만족도를 높인다는 것을 알 수 있었다. 임상실습에서 효율적으로 OSCE를 활용하는 방안을 모색하기 위해 더 많은 연구가 필요할 것으로 생각된다.

• 한국데이터정보과학회:학술대회논문집
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• 2004.04a
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• pp.69-77
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• 2004

본 논문에서는 한방병원에서 사상체질분류검사설문지를 이용하여 사상체질을 진단할 때 진단의 정확도를 향상시키기 위한 사상체질분류함수를 개발하기 위하여 데이터마이닝에서의 판별분석모형을 이용한다. 데이터 정제 과정에서 양질의 데이터를 확보하기 위한 기준은 상반되는 설문의 응답 패턴과 체질별 설문의 응답 비율을 이용하며, 변수선택의 기준은 도수분석의 비율차이검정과 선형판별함수의 계수를 이용한다.

• 한국데이터정보과학회:학술대회논문집
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• 2004.04a
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• pp.61-68
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• 2004

본 논문에서는 한방병원에서 사상체질분류검사설문지를 이용하여 사상체질을 진단할 때 진단의 정확도를 향상시키기 위한 사상체질분류함수를 개발하기 위하여 데이터마이닝에서의 판별분석모형을 이용한다. 데이터 정제 과정에서 불성실한 응답자를 제거시키기 위한 기준은 상반되는 설문의 응답 패턴과 체질별 설문의 응답 비율을 이용하며, 변수선택의 기준은 상관분석의 크론박 알파 계수와 선형판별함수의 계수를 이용한다.

• The Journal of Churna Manual Medicine for Spine and Nerves
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• v.16 no.1
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• pp.73-89
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• 2021

Objectives We conducted an online survey to understand the current status of Korean Medicine clinical practice related to carpal tunnel syndrome (CTS) to develop the CTS Korean Medicine Clinical Practice Guidelines (CPG). Methods A thoroughly reviewed questionnaire was distributed by e-mail to 21,719 Korean Medicine doctors between March 26 and April 30, 2021. All raw data were arranged and analyzed systematically. Results The response rate among the doctors was 4%. Of the respondents, 82.1% responded that it is necessary to develop the CTS Korean Medicine CPG. We also obtained data related to the specific diagnosis, treatment, and prognosis management methods used at various treatment sites for patients with CTS. Conclusions This online survey will be helpful in developing the CTS CPG, which will contribute to the standardization of guidelines and improvements in the reliability of Korean Medicine. Our findings will provide valuable data and resources for future clinical studies on CTS.

• Journal of Korean Medicine Rehabilitation
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• v.34 no.2
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• pp.165-172
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• 2024

Objectives This study aims to report current status and strategies of thread embedding acupuncture (TEA) on face through survey of Korean medicine doctors. Methods The survey was conducted online via e-mail to certified Korean medicine doctors. The questionnaire is developed by Korean medicine doctors in Kyung-Hee Korean Medicine Hospital at Gangdong. The survey mainly consisted with multiple-choice questions on the current status, cost, and adverse reactions. Results TEA was predominantly utilized for cosmetic purposes, and the billing cost was commonly determined based on the number of threads used. The reported incidence of adverse reactions during TEA was 69.9%. The most frequent self-resolving adverse reaction was bruising, while the most common adverse reaction requiring medical intervention or resulting in sequelae was the 'dimple phenomenon'. According to the questionnaire, the primary factor associated with adverse reactions was the treatment area. Conclusions This study provided insights into the practical use of TEA on face in Korean medical clinic.

• The Journal of Internal Korean Medicine
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• v.42 no.4
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• pp.532-546
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• 2021

Objective: This study investigated the perception, diagnosis, and treatment of irritable bowel syndrome (IBS) in the general population, in patients, and in Korean medicine doctors (KMDs) in order to provide basic information for the development of Korean medicine clinical practice guidelines for IBS. Methods: A questionnaire was developed in two versions, one for the general population/patients and one for KMDs. The questions were about the general perception, diagnosis, and treatment of IBS. Both online and offline surveys were conducted using these questionnaires. Results: In total, 213 general population/patients and 435 KMDs responded to the survey. The results of the analysis were as follows. Most of the KMDs diagnosed IBS based on clinical aspects. Acupuncture was the most common treatment, followed by prescription herbal medicine, moxibustion, and manufactured herbal medicine. 34.3% of KMDs used clinical practice guidelines for IBS patient treatment. 57.8% of patients were diagnosed with IBS by doctors at primary medical institutions, and 53.1% were diagnosed with colonoscopy. More than half of the IBS patients who have been treated with Korean medicine said they experienced improvement of symptoms and prevention of recurrence, but more than 70% of the respondents said future safety and effectiveness studies of Korean medicine were needed. Conclusions: In spite of the positive perception of IBS treatment with Korean medicine, actual utilization was relatively low. The development and promotion of, as well as education about, appropriate and reasonable Korean medicine practice guidelines for IBS is necessary.

• Journal of Korean Medicine for Obesity Research
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• v.21 no.2
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• pp.80-94
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• 2021

Objectives: The purpose of this study is to re-evaluate the importance of questions of obesity syndrome differentiation (OSD) questionnaire based on real-world survey and to explore the possibility of simplifying OSD types. Methods: The OSD frequency was identified, and variance threshold feature selection was performed to filter the questions. Filtered questions were clustered by K-means clustering and hierarchical clustering. After principal component analysis (PCA), the distribution patterns of the subjects were identified and the differences in the syndrome distribution were compared. Results: The frequency of OSD in spleen deficiency, phlegm (PH), and blood stasis (BS) was lower than in food retention (FR), liver qi stagnation (LS), and yang deficiency. We excluded 13 questions with low variance, 7 of which were related to BS. Filtered questions were clustered into 3 groups by K-means clustering; Cluster 1 (17 questions) mainly related to PH, BS syndromes; Cluster 2 (11 questions) related to swelling, and indigestion; Cluster 3 (11 questions) related to overeating or emotional symptoms. After PCA, significant different patterns of subjects were observed in the FR, LS, and other obesity syndromes. The questions that mainly affect the FR distribution were digestive symptoms. And emotional symptoms mainly affect the distribution of LS subjects. And other obesity syndrome was partially affected by both digestive and emotional symptoms, and also affected by symptoms related to poor circulation. Conclusions: In-depth data mining analysis identified relatively low importance questions and the potential to simplify OSD types.