• Title/Summary/Keyword: classification skin

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Reliability Improvement of Automatic Basal Cell Carcinoma Classifier with an Ambiguous Pattern Class (모호한 패턴 클래스 도입을 통한 기저 세포암 분류기의 신뢰도 향상)

  • Park, Aa-Ron;Baek, Seong-Joon;Jung, In-Wook;Song, Min-Gyu;Na, Seung-Yu
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.44 no.1
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    • pp.64-70
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    • 2007
  • Raman spectroscopy is known to have strong potential for providing noninvasive dermatological diagnosis of skin cancer. According to the previous work, various well known methods including maximum a posteriori probability (MAP) and multilayer perceptron networks (MLP) showed competitive results. Since even the small errors often leads to a fatal result, we investigated the method that reduces classification error perfectly by screening out some ambiguous patterns. Those ambiguous patterns can be examined by routine biopsy. We incorporated an ambiguous pattern class in MAP, linear classifier using minimum squared error (MSE), MLP and reduced coulomb energy networks (RCE). The experiments involving 216 confocal Raman spectra showed that every methods could perfectly classify BCC by screening out some ambiguous patterns. The best results were obtained with MSE. According to the experimental results, MSE gives perfect classification by screening out 8.8% of test patterns.

A Documentary Study on Herb, Dmgs used for Vitiligo -With an emphasis on classifying kinds, excess and weakness syndrome, the changes of medical methods and factors by each epoch mentioned in the relative documentary records (백반증(白斑症) 사용약물(使用藥物)에 대한 문헌적(文獻的) 고찰(考察) -관련문헌(關聯文獻)에 나타난 백반증(白斑症)의 상용약물(常用藥物) 종류(種類), 허실(虛實), 시대(時代), 원인별(原因別) 분류(分類)를 중심(中心)으로-)

  • Lee, Sun-Dong
    • The Journal of Korean Medicine
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    • v.16 no.2 s.30
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    • pp.44-61
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    • 1995
  • Arranging 63 kinds of separate volumes and papers published on Oriental medicine, I could get the result as follows. 1. The herbs for internal application used commonly in vitiligo are 155 kinds totally. The herbs for external application are 67 kinds. The herbs for external and internal both application examined into 23 sorts. 2. Herbs for weakness syndrome in vitiligo are 49 kinds. Another type, excess syndrome is 105 sorts, the'latter is roughly twice as many as the former. 3. It is as follows that the results of study in relations to kinds, factors, and medical treatments of herbs about vitiligo in and out of the country with the division of former times to 1900, 1901 to 1980, 1981 to 1990, and 1991 to the latest day. In comparative study of inner and outer of thc country about factors and medical treatments of vitiligo in chronicle classification, its factors in the internal documents are classified by outside factors. Although there arc the differences of factors by each epoch, however, the factors of vitiligo according to external documents are blood stasis(血熱), deficiency of um of the liver and kidneys(肝腎陰虛), deficiency of blood(血虛), excess of exhaustion(勞倦過多) etc. Moreover, the medical treatment is more diverse and the differences by each epoch as to the medical treatment is also put down more saliantiy than in internal documents. 4. In comparison with herbs in experimental and no experimental documents, herbs applied for weakness syndromes in experimental method are 40 kinds totally. The herbs in no experimental methods are 35 kinds. The herbs used by experimental method are 65 kinds. The common herbs for excess syndrome by no experimental method are 78 kinds. We can see comparable difference from kinds of herbs used by experimental method. In brief, there are the differences classified by each epoch in Oriental medicine for treatment. Especially one of the most important feature, the frequency in use of weakness syndrome herbs has increased more than that of excess syndrome herbs. In external documents (china) and experimental study, generally the differences of common herbs and factors have disappeared through many experimentsitudy. The classification of its factors have been fractionalized clinically. Besides, in Western medicine and Orienal medicine, vitiligo tends to be prescribed not to simple skin disease but a mental and physical disease, a whole body and an internal disease.

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Clinical Analysis of Marine Telemedicine Cases for Ocean-Going Vessel Crew (원양선박 선원들의 해양원격의료 실태를 통한 임상분석)

  • Lee, Chang-Min;Park, Ik-Min;Choi, Byung-Kwan
    • Journal of Navigation and Port Research
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    • v.42 no.1
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    • pp.31-38
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    • 2018
  • The purpose of this study is to contribute to the study of the prevention of diseases and promotion of health of ocean going vessel crew members, through the medical diagnosis and disease classification efforts of this study. From the second half of 2016 to 2017, the diagnosis and health characteristics of 195 crew members were collected through counseling, treatment, and emergency care for about 1 year and 2 months. As a result, it is noted that the incidence of diseases was in the order of urticaria (5.6%), lumbar sprain (4.1%), acute gastroenteritis (3.1%) and anxiety (3.1%). In categorical review, the incidence of musculo-skeletal disease was the most common (25.1%) which was followed by skin disease (17.9%) and digestive disease (11.3%). In addition, the disease that was noted as was the most common in the under 30 years old category, and the incidence of the disease was high in the crew group. Finally, there was a difference between the pathogenesis (trauma vs disease, etc.) (p <.001) and the type of vessel (merchant ship and fishing vessel) (p <.005) as noted in this case.

CLINICAL STUDY ON MALIGNANT MELANOMA IN ORAL CAVITY (구강내 악성흑색종에 대한 임상연구)

  • Kim, Uk-Kyu;Heo, Jin-Ho;Hwang, Dae-Seok;Kim, Yong-Deok;Shin, Sang-Hun;Kim, Jong-Ryoul;Chung, In-Kyo
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • v.34 no.6
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    • pp.611-615
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    • 2008
  • The prognosis of oral malignant melanoma is poor compared with cutaneous melanoma. It may be related to the difficulty of wide enough resection, the early hematogenous matastases, higher stage at initial diagnosis, and tendency to growth vertically. In the view of histological differences between oral mucosa and skin, it is impossible use Clark's and Breslow's classifications for prognosis. The great problem is that there is still no consensus on the treatment due to rarity. Because data collection from case reports is considered to be the best source of information and should be pooled to analyze key determinants of outcome, We analysed 6 cases of primary malignant melanoma of the oral cavity which were diagnosed and treated in Pusan National University Hospital on recent 7 years and reviewed the literatures. Immunohistochemical study on S 100 Protein, GP 100 (HMB-45) with biopsy was usable to confirm the melanoma. Three patients who were treated by surgery, chemotherapy are alive, but a patients who couldn't received benefit care surgically due to poor condition was died of distant metastasis, and two patients who refused to surgery are still alive. Neck dissection including wide excision is recommended if lymph node involvement is suspected. Additionally, adjuvant chemotherapy could be considered as supporting therapy for malignant melanoma.

A Study on Bee Sting Therapy: Based on'Research on Bee Sting Therapy' of Monthly Yangbonggye (봉침요법(蜂針療法)에 대(對)한 고찰(考察) -월간(月刊) $\ll$양봉계(養蜂界)$\gg$의 '봉침요법(蜂針療法)에 대(對)한 연구(硏究)'를 중심(中心)으로-)

  • Kang, Jung-Won;Park, Dong-Suk;Lee, Sang-Hoon;Lee, Jae-Dong
    • Journal of Acupuncture Research
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    • v.26 no.1
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    • pp.135-151
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    • 2009
  • Objectives : To survey concept, meaning, and problems of beekeeper's bee sting therapy by reviewing and summarizing outline, indications, and clinical cases of 'Research on Bee Sting Therapy' described in Monthly Yangbonggye. Methods : As a narrative review, literature researches were carried out based on 'Research on Bee Sting Therapy' in Monthly Yangbonggye in the aspects of outline, indications, and clinical cases. In the concrete, outline was just summarized and described, and indications were categorized by recent version of international statistical classification of diseases and related health problems(ICD) of WHO(World health organization), and clinical cases were collected and summarized from the viewpoint of acupoints and methods of therapy. Results : 1. Bee sting therapy is to inject venom into skin by stimulating affected lesions or acupoints on meridian with sting of bee alive for therapeutic purposes. It can be divided into two classes(direct stimulation(直針法) and indirect stimulation(拔針法)) by the differences of methods, and is different from bee venom acupuncture therapy in the aspects of the way of extraction and injection. 2. In this material, bee sting therapy has 83 indications classified into 17 of 22 chapters of ICD. Among clinical cases, cases on neoplasm, goitre, lump, and haemorrhoids by direct stimulation were especially outstanding. 3. The therapeutic acupoints selected in bee sting therapy are mainly Ashi points(阿是穴), and partly acupoints on meridian(經穴), Extra points(經外奇穴), and New points(新穴) with careful consideration of patients' condition. Conclusions : Although bee sting therapy has more or less controversial points of diagnosis, treatment, and management of side effects, it is thought that the accumulated and inherited experiences from old times can be used as meaningful material by further experimental and clinical researches.

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ILIZAROV FIXATION FOR THE TYPE C TIBIAL PLAFOND FRACTURES (C형 경골천정 골절에 대한 일리자로브 외고정술)

  • Cho, Hyoun-Oh;Kwak, Kyoung-Duck;Cho, Sung-Do;Kim, Byung-Yong;Oh, Jang-Ho
    • Journal of Korean Foot and Ankle Society
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    • v.1 no.1
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    • pp.51-58
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    • 1997
  • The purpose of this study is to evalute the efficacy af the Ilizarov external fixation for the surgical treatment. of the tibial plafond fractures. We reviewed retrospectively fourteen cases of tibial plafond fractures with moderate to severe soft. tissue damage, which were fixed with Ilizarov external fixator. Using the AO Muler classification, there were four Type C1 fractures, six Type C2 and four Type C3. In most, of the cases, the ankles were operated on with other associated fractures within a few days after injury. We reduced the fracture indirectly by soft issue taxis and fixed externally across the ankle joint. using the circular external fixator with tensioned wires and ankle hinge. In cases of inadequate closed reduction, we applied limited open reduction and internal fixation. Range of motion exercise began immediately. Postoperative follow-up averaged fourteen months (ranges, 8-30 months). Overall clinical results rated good or excellent in 7 cases, fair in 4 and poor in 3. There were three cases of pin tract infection which were resolved with short-term antibiotics and local care; one delayed wound closure in a patient. whose fracture was associated with Type III open wound; one wound slough in a patient associated with Type II open wound, which was closed later by skin graft; and one osteoarthritis. From this review, we concluded that cross-ankle circular external fixation with tensioned wires with or without. limited open reduction is a reasonable alternative for the treatment of the tibial plafond fractures with severe soft tissue damage.

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Herbal Patch Analysis in Korean Patent (국내 한방 패치 특허 현황에 대한 분석연구)

  • Park, Sunju;Woo, Seong-Cheon;Park, Ji-Yeun
    • Journal of Society of Preventive Korean Medicine
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    • v.22 no.1
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    • pp.45-59
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    • 2018
  • Objectives : The purpose of this study is to present trends and contents of herbal Korean Medicine patches by analyzing the herbal patches in Korean patents. Methods : Electronic search for herbal patch patents was conducted in KIPRIS (Korea Intellectual Property Rights Information Service). Korean patents that were registered by January 1, 2018 were selected in study. Patents that were not using herbal medicine or not related to patch were excluded in this study. The applicant, application date, International Patent Classification (IPC), contents and adhesive site of patches, target diseases, model of experiment and extraction methods were analyzed. Results : A total of 17 patents were included in this study. In applicant analysis, 61.5% of applicants were corporations. All IPCs in patents were involved in Section A (Human necessities & Agriculture) and 66.7% of IPCs were A61K (Preparations formedical, dental, ortoiletpurposes). In types of patch, 8 patents were hydrogel patches (47.1%), followed by 3 heating patches (17.6%). Skin related symptoms were the most targeted diseases (52.9%), Human was the most used model in experiments. Solvent extraction and hot water extraction were used frequently, and some patents had no limit for extraction were also existed. Conclusions : The study results will be helpful to diversify formulation of herbal medicine, to expand market scale of patent and to develop new application using Korean medicine. In order to establish sufficient data for utilizing patent technologies, more patent studies providing analyzed patent information are needed.

A Clinical Study on the Fractures of the Femoral Neck in Children (소아 대퇴골 경부골절의 임상적 고찰)

  • Kim, Se-Dong;Ihn, Joo-Chul
    • Journal of Yeungnam Medical Science
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    • v.5 no.1
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    • pp.17-22
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    • 1988
  • Fractures of the femoral neck in children are rare and usually the result of severe trauma. The femoral necks in children, in contrast to those of adults, have many anatomic and physiologic differences. Among the late complications encountered are avascular necrosis, coxa vara, premature closure of the proximal capital femoral epiphysis and nonunion. In spite of careful management, significant complication rate often results. Nine cases of fractures of the femoral neck in children which were treated at Yeungnam University Hospital from June 1984 to August 1987 were reviewed. The results obtained are as follows: 1. The main causes of fractures were traffic accidents(5 cases). 2. Among 9 patients, 6 were girls and 3 were boys. 3. According to the classification of Delbet and Colonna, the transcervical fracture(6 cases) was the commonest type. 4. 4 cases were treated by closed reduction and internal fixation, 3 cases were treated by open reduction and internal fixation. 2 cases were treated by skin traction and cast. 5. The results were analyzed according to Ratliff's assessment. 6 cases showed good results, and 3 cases showed poor results. 6. Early diagnosis and good fixation method seemed to be vital to prognosis.

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Classification of Organs Using Impedance of Ultrasonic Surgical Knife to improve Surgical Efficiency (초음파 수술기의 수술 효율성 향상을 위한 진동자 임피던스 측정에 따른 조직 분류 연구)

  • Kim, Hong Rae;Kim, Sung Chun;Kim, Kwang Gi;Kim, Young-Woo
    • Journal of Biomedical Engineering Research
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    • v.34 no.3
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    • pp.141-147
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    • 2013
  • Ultrasonic shears is currently in wide use as an energy device for minimal invasive surgery. There is an advantage of minimizing the carbonization behavior of the tissue due to the vibrational energy transfer system of the transducer by applying a piezoelectric ceramic. However, the vibrational energy transfer system has a pitfall in energy consumption. When the movement of the forceps is interrupted by the tissue, the horn which transfers the vibrational energy of the transducer will be affected. A study was performed to recognize different tissues by measuring the impedance of the transducer of the ultrasonic shears in order to find the factor of energy consumption according to the tissue. In the first stage of the study, the voltage and current of the transducer connecting portion were measured, along with the phase changes. Subsequently, in the second stage, the impedance of the transducer was directly measured. In the final stage, using the handpiece, we grasped the tissue and observed the impedance differences appeared in the transducer To verify the proposed tissue distinguishing method, we used the handpiece to apply a force between 5N and 10N to pork while increasing the value of the impedance of the transducer from 400 ${\Omega}$.. It was found that fat and skin tissue, tendon, liver and protein all have different impedance values of 420 ${\Omega}$, 490 ${\Omega}$, 530 ${\Omega}$, and 580 ${\Omega}$, respectively. Thus, the impedance value can be used to distinguish the type of tissues grasped by the forceps. In the future study, this relationship will be used to improve the energy efficiency of ultrasonic shears.

A Study on Meaning of Mado(馬刀) (Terms of Surgery in Korean Medicine) (한의학(韓醫學) 외과(外科) 용어(用語) 마도(馬刀)의 의미에 관한 소고(小考))

  • Gu, Yin-Mo;Park, Chan-Young;Lee, Byung-Woo;Kim, Ki-Wook
    • Journal of Korean Medical classics
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    • v.27 no.2
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    • pp.153-162
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    • 2014
  • Objectives : We can discover 'Madohyeobyeong(馬刀挾癭)' and 'Madohyeobyeong(馬刀挾纓)' in LingShu(靈樞). But the meaning of them are not clear. Especially mean of 'Mado(馬刀)' is thoroughly confused. Someone had regarded 'Mado' as a neck region of human body, someone had regarded 'Mado' as a lump of neck region, the others had regarded that mean of 'Mado' is 'longish'. So we would like to find out clear mean of 'Maso'. Methods : We have found out examples of 'Mado' from ancient books and recent research. We have used books in the field of acupuncture, moxibustion and surgery(YangYiDaQuan(瘍醫大 全), WaiKeDaCheng(外科大成), HuangDiNeiJingLingShu(黃帝內經靈樞), ZhenJiuDaQuan(鍼灸大全), ZhenJiuDaCheng(鍼灸大成), WaiKeLiLi(外科理例), ZhenJiuWenDui(鍼灸問對), WaiKeQuanShengJi (外科 全生集), etc.). Results & Conclusions : Generally part of speech of 'Mado' is adjective. So 'Mado' plays the role of modifying shape of lump and abscess. In some cases, 'Mado' had used as abbreviation of longish shaped skin disease.