• Journal of Society of Preventive Korean Medicine
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• v.17 no.1
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• pp.163-179
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• 2013

Objectives : After analyzing the proficiency of medical communication of the students in College of Korean Traditional Medicine using standardized patients, we suggests ways to improve clinical practice in the future class and medical communication curriculum development. Methods : 20 students before clinical practice class (3rd grade) and 20 students after 1 year clinical practice class (4th grade) participated and did their medical interview on Standardized patient. They were evaluated on patient-physician communication skills by standardized patients and professor evaluator. In addition to be evaluated on patient-physician relationship, medical interview skills by professor evaluator. Results : As follows in the evaluation of clinical practice with standardized patients 1. More than half of the participated students regardless of their grade received poor score in their medical communication evaluated by SP(Standardized patient) and PE(Professor evaluator). 2. Greeting, History taking parts were higher in the 4th students who received 1 year clinical practice class, but verbal-nonverbal response, voice tone parts were higher in the 3rd students who do not received clinical practice lesson. 3. Pronunciation&Voice tone parts were higher in the male students but, gathering information part was higher in the female students. Conclusions : We think that the current clinical practice lessons are insufficient as a way to learn and improve medical knowledge and medical communication skills, and it is necessary a new form of clinical practice class. Participatory lesson using standardized patient could be a good alternative of that in the future class.

• Herbal Formula Science
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• v.21 no.2
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• pp.13-28
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• 2013

Objectives : Term standardization is the most important for knowledge information in every study. There are several tries to make terminology standards in Korean Traditional Medicine(KTM). We, authors took a review on romanized prescription nomenclature of main titles in Herbal Formula Science to criticize the ways of romanized prescription nomenclature. Methods : We extract romanized prescription name from Vol. 11, No. 1 to latest Issue Vol. 21, No. 1, Herbal Formula Science. Results : The Korean Academy of Oriental Medicine Prescription has guideline for romanized prescription nomenclature. However, only 6 out of 147 romanized prescription name are confirmed with guideline. In addition, 58 out of 142 names are italicized without guideline. Also there are several ways of marking for prescription names. Conclusions : For making knowledge information and easy searching for terms, we need normative regulations for romanized prescription nomenclature by the Society of Korean Medicine level.

• The Journal of Korean Medical History
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• v.31 no.1
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• pp.57-70
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• 2018

Much research has already been done on Donguibogam. However, comparison of specific characters was not done because researchers found it difficult to compare different editions of the text in one place. Recently, important editions have been published on the Internet, making comparison possible. In this paper, researchers compare eight editions Donguibogam, including the original edition published in 1613 and seven other editions corrected by the Naeuiwon (Joseon Dynasty National Medical Center). The comparison results were summarized and tabulated. The results of the comparison are analyzed and presented in this article as a chart. The result of comparing the characters and the analyzed graph were in agreement. The authors propose that all written and electronic publications of Donguibogam should refer to other editions implied, quoted or referenced within the text and including with proper citations, and reference the original and first edition. Inadequate referencing will pollute future knowledge of this foundational text of Traditional Korean Medicine and may result in perpetration of mis-information. Based on accumulated knowledge and study of historical Korean Medicine texts, the Namsan edition made a mistake in the editing process. The year of publication of Gabsul-yoengyoeng-gegan Edition needs to be studied again and corrections made where appropriate.

• Proceedings of the Korean Institute of Intelligent Systems Conference
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• 2004.10a
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• pp.568-571
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• 2004

In this study, we propose an efficient expert system (ES) construction mechanism by using dynamic knowledge map (DKM) and database management systems (DBMS). Generally, traditional ES and ES developing tools has some limitations such as, 1) a lot of time to extend the knowledge base (KB), 2) too difficult to change the inference path, 3) inflexible use of inference functions and operators. First, to overcome these limitations, we use DKM in extracting the complex relationships and causal rules from human expert and other knowledge resources. Then, elation database (RDB) and its management systems will help to transform the relationships from diagram to relational table. Therefore, our mechanism can help the ES or KBS (Knowledge-Based Systems) developers in several ways efficiently. In the experiment section, we used medical data to show the efficiency of our mechanism. Experimental results with various disease show that the mechanism is superior in terms of extension ability and flexible inference.

• Journal of the Korean Data and Information Science Society
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• v.25 no.6
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• pp.1161-1170
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• 2014

In global competition like today, intellectual property of novel areas such as traditional knowledge, traditional creation, hereditary resource, etc. are perceived as important resources. Therefore making solid competitive power in overall knowledge resources like cultural contents, brand, design etc. in nation is a pressing question. Accordingly in this study, to prepare for intellectual property rights dispute and advantage-sharing problem that would be variously derived from the Nagoya Protocol which will come into force after 2014, this research selected 200 knowledge of middle region in Korea from 2,047 literal and 931 oral knowledge using preconditioning process. The order of priority of top 50 of them was ranked by a quantitative research method, the Delphi survey. Among them, 30 was literal traditional knowledge and 20 was oral traditional knowledge. Result of this research could be used later as basic material for qualitative researches like the focus group interviewing. Furthermore in this paper is meaningful; the selected traditional knowledge can contribute remarkably to traditional biologic knowledge resource in nation which can be acknowledged in international society, announcing validity (hold precedence for patent) later on.

• Proceedings of the Korean Society of Computer Information Conference
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• 2021.07a
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• pp.313-315
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• 2021

Timely and accurate diagnosis of lung diseases using Chest X-ray images has been gained much attention from the computer vision and medical imaging communities. Although previous studies have presented the capability of deep convolutional neural networks by achieving competitive binary classification results, their models were seemingly unreliable to effectively distinguish multiple disease groups using a large number of x-ray images. In this paper, we aim to build an advanced approach, so-called Ensemble Knowledge Distillation (EKD), to significantly boost the classification accuracies, compared to traditional KD methods by distilling knowledge from a cumbersome teacher model into an ensemble of lightweight student models with parallel branches trained with ground truth labels. Therefore, learning features at different branches of the student models could enable the network to learn diverse patterns and improve the qualify of final predictions through an ensemble learning solution. Although we observed that experiments on the well-established ChestX-ray14 dataset showed the classification improvements of traditional KD compared to the base transfer learning approach, the EKD performance would be expected to potentially enhance classification accuracy and model generalization, especially in situations of the imbalanced dataset and the interdependency of 14 weakly annotated thorax diseases.

• The Journal of Korean Medical History
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• v.30 no.2
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• pp.63-71
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• 2017

Traditional Asian medicine has an extensive evidence base built upon thousands of years of experience within Asia, of curing various diseases. Only recently, within the past two centuries, have modern medical scientists developed interest in traditional Asian medicine. Asian Medicine seems to be regarded only as an adjunctive medicine and viewed as alargely un-proven alternative medicine to complement western medicine, used in some cases to establish a new paradigm of "integrative medicine". This article reviews how Korean herbal cosmetics emerged by applying traditional Asian medicine to the science of cosmetics. The characteristics of Korean herbal cosmetics are examined through examples of history, concepts and traditions. With the advancements in biotechnology, studies are now being conducted on the dermatological effects and processing methods of herbal ingredients, including ginseng. The authors explain the current research on the identification on the active ingredients of herbs, extraction methods, and bio-processing of ingredients to improve the biological efficacies of herbs on the skin. A summary of studies focused on modern reinterpretations of ageing theories, such as 'Seven year aging cycle', are provided. In conclusion, the development of Korean cosmetics products are based on the accumulated knowledge of thousands of years of experience including; 1) practical heritage of traditional Asian medicines such as Donguibogam; 2) excellent medicinal plants, such as ginseng, which are native to Korea; and 3) innovative attempts to modernize materials, processes, and principles.

• Journal of Korean Medical classics
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• v.31 no.1
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• pp.57-78
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• 2018

Objectives : The paper uses recitation test, one of the study and evaluation methods in the Korean Medical Classics, to provide a basis upon which thoughts can be given to the education of Korean Medicine, and furthermore the essence of education itself. Methods : 1. The paper reviewed how recitation tests were performed in Goryeo and Joseon. 2. The paper introduces the methods of applying recitation test to the education of the Korean Medical Classics and their results. The paper furthermore discussed possible improvements. 3. The paper pondered on the traditional aspects of the significances (principles) of recitation tests and their cognitive neuroscience aspects. Results : 1. The imperial examinations for medical officers during Goryeo and Joseon both performed recitation tests, and the subject of these tests were given more weight than other subjects. 2. Recitation test is a form of education that revolves around the learners. It requires a detailed plan of execution for it to be effective. 3. The significances (principles) of recitation test are reviewed from the aspect of cognitive neuroscience, and the deductions from the traditional aspects are made into "conceptual abstract, come to things & run out knowledge, and flash back." Conclusions : Recitation test was the humanity's way of conserving and conveying knowledge & wisdom from the times before the invention of letters. This method is the oldest education method of acquiring concepts that are generalized and made abstract through indirect experiences. This method is still effective today. In the education of the Korean Medical Classics, this method was used to supplement the public education method and create an education method that revolves around individual learner in a way that utilizes the strengths of education in apprenticeship.

• The Journal of Korean Medicine
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• v.40 no.2
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• pp.106-118
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• 2019

Objectives: The aim of this study is to survey on the effect of Korean medicine health promotion program for maternal health. Methods: We conducted Korean medicine health promotion program for maternal health to pregnant women who agreed to participate in this program among 10 public health center. Before and after program, we surveyed the Knowledge Score of Maternal Health Care, Practice of Health Behavior, (Traditional) Child Care Recognition, Depression, Child Caring Confidence and analyzed DID(Difference In Difference). Results: The Knowledge Score of Maternal Health Care of intervention group was improved about 1 point. The improvement of (Traditional) Child Care Recognition was significant. Depression score of intervention group was improved high significantly. The Child Caring Confidence of intervention group was improved about 1.3 point. Conclusion: As a result of analyzing the effect of Korean medicine health promotion program for maternal health, it is confirmed that this program can have an impact on improving Knowledge Score of Maternal Health Care, (Traditional) Child Care Recognition, Depression, Child Caring Confidence. It will be necessary to continue and develop this program widely.

• Journal of Korean Medical classics
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• v.36 no.2
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• pp.23-34
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• 2023

Objectives : We propose a method to disassemble Traditional East Asian Medicine herbal formulas using machine learning. Methods : After creating a model using Byte Pair Encoding(BPE) and G-Score, the model was trained with training data. Afterwards, the learned model was applied to the test data, of which the results were compared with expert opinion. Results : The results acquired through the model were not significantly different from those of modern expert opinions. However, there were cases where the meaning was partially unclear, while there were cases where new knowledge could be obtained through the disassembling process. Conclusions : It is expected that disassembling herbal formulas through the proposed method in this study will help save resources required to understand complex ones.