• 제목/요약/키워드: diagnosis cluster

검색결과 95건 처리시간 0.026초

디지털보호계전시스템을 활용한 모터고장진단에 관한 연구 (A Study on the Motor Fault Diagnosis using a Digital Protective Relay System)

  • 이성환;김보연;이동영;장낙원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년도 추계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.34-36
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    • 2006
  • In this paper, we will treat the diagnosis problem to accurately determine fault types. The judgement of fault types is accomplished by observing the cluster newly formed with faults and clustering the input current waveforms to intrinsically show the conditions with the dignet that is a clustering algorithm. The types of input current waveforms are, however, constrained during normal operation, though it considers the load character. In case of faults. new clusters are generated outside the clusters. which appear during normal operation, because the input current waveforms of the induction motor are generated by the type which is not observed in case of faults. The diagnosis about the types of faults is essential to building a fault tree about the induction motor, and it removes the causes of the faults using a fuzzy logic. We, first, constitute a fault tree, which connects with the parts and the entire system of the induction motor, and investigate fault modes which can be generated from the fault tree and the relationship of the cause and the effect of each part (of the motor). Also, we distinguish the faults of each part by means of inducing the said of fuzzy relation equations encapsulating the relationship of the fault modes and each part.

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Update on polycystic ovary syndrome

  • Kim, Jin Ju
    • Clinical and Experimental Reproductive Medicine
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    • 제48권3호
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    • pp.194-197
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    • 2021
  • Polycystic ovary syndrome (PCOS) is a common disorder in reproductive-age women. In 2018, an international evidence-based guideline announced recommendations spanning a wide range of issues on the assessment and management of PCOS. From the 166 recommendations, the present study reviews those that are of particular clinical relevance for daily practice and introduces other relevant studies that have been published since the global guideline. The 2018 guideline increased the antral follicle count cutoff for the diagnosis of PCOS from 12 to 20 when using a high-frequency probe. Hirsutism was defined as having a score of ≥4-6 based on a lower percentile of 85%-90% or cluster analysis, which was lower than the traditionally used 95th percentile-based cutoff. The diagnosis of PCOS in adolescents is challenging, and irregular menstruation was defined carefully according to years from menarche. The use of ultrasonography for the diagnosis of PCOS was restricted to those 8 years after menarche. As medication for non-fertility indications, combined oral contraceptives are the first-line drug. Metformin, in addition to lifestyle modifications, should be considered for adult patients with a body mass index ≥25 kg/m2 for the management of weight and metabolic outcomes. An aromatase inhibitor is the recommended first-line medication for ovulation induction, a subsequent individual patient data meta-analysis also reported the same conclusion. Whether the new global guideline will be fully adopted by many specialists and change clinical practice is open to question. Further studies are needed to better understand and manage PCOS patients well.

III급 부정교합자의 연조직 측모 감별에 관한 연구 (DIFFERENTIAL DIAGNOSIS OF CLASS III PROFILE)

  • 황병남;이승훈;이정근;이재봉
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제22권2호
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    • pp.174-183
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    • 2000
  • This study was performed to investigate the characteristics of soft tissue profile of the class III malocclusion and to test the yardstick far differential diagnosis between surgical and orthodontic patients. Initial lateral cephalograms of orthodontic group(30 patients) that have acceptable occlusion and profile by orthodontic treatment alone and surgical group(30 patients) that have favorable occlusion and profile by combined surgical-orthodontic treatment were selected in Ajou university hospital. Powell and Burstone II analysis were made on the tracing. Descriptive, comparative, factor, cluster, and discriminant analysis were carried out with computer program. The results were as followings : 1. Patients who received surgery had a more concave profile and a longer lower facial height than patients who received orthodontic treatment alone. 2. Nasolabial angle, ratio of vertical height, and mentolabial sulcus were significantly different at the 5% level. And facial protuberance, upper lip protuberance, mentocervical angle, nasofrontal angle, nasomental angle, mandibular vertical height, angle between cervix and lower face, ratio of mandibular vertical height divided by cervical depth, ratio of vertical height between upper and lower lip, and maxillary protuberance were significantly different at the 1% level. 3. 8 factors were extracted and factor 2, 3, and 8 showed significant differences by factor analysis. 4. Orthodontic group (25) and surgical group (35) were classified by cluster analysis. 5. Discriminant function was D = 0.079Nasomental angle + 0.081Sn-Gn + 3.343Sn-Gn/C-Gn + 1.734Sn-St/St-Me' -26.460, and cutting score was 0, so we can discriminate that orthodontic group has the score above 0, and surgery group below 0. And 91.7% of original grouped cases were correctly classified.

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Evaluation of the Anti-Tumor Effects of Paclitaxel-Encapsulated pH-Sensitive Micelles

  • Han, Jong-Kwon;Kim, Min-Sang;Lee, Doo-Sung;Kim, Yoo-Shin;Park, Rang-Woon;Kim, Kwang-Meyung;Kwon, Ick-Chan
    • Macromolecular Research
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    • 제17권2호
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    • pp.99-103
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    • 2009
  • We evaluated the efficacy of pH-sensitive micelles, formed by methoxy poly(ethylene glycol)-b-poly($\beta$)-amino ester) (PEG-PAE), as carriers for paclitaxel (PIX), a drug currently used to treat various cancers. PTX was successful encapsulated by a film hydration method. Micelles encapsulated more than 70% of the PTX and the size of the PTX-encapsulated micelles (PTX-PM) was less than 150 nm. In vitro experiments indicated that the micelles were unstable below pH 6.5. After encapsulation of PTX within the micelles, dynamic light scattering (DLS) studies indicated that low pH had a similar demicellization effect. An in vitro release study indicated that PTX was slowly released at pH 7.4 (normal body conditions) but rapidly released under weakly acidic conditions (pH 6.0). We demonstrated the safety of micelles from in vitro cytotoxicity tests on HeLa cells and the in vivo anti-tumor activity of PTX-PM in B16F 10 tumor-bearing mice. We concluded that these pH-sensitive micelles have potential as carriers for anti-cancer drugs.

분포 통계 해석에 의한 계면 결함 부분방전 진단 (Partial Discharge Diagnosis of Interface Defect by the Distribution Statistical Analysis)

  • 조경순;이강원;김원종;홍진웅;신종열
    • 한국전기전자재료학회논문지
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    • 제21권4호
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    • pp.348-353
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    • 2008
  • Most of the high voltage insulation systems, such as the power cable joint having hetero interface, are composed of more than two different insulators to improve insulating performance. The partial discharge(PD) in these hetero interface is expected to affect the total insulation performance. Thus, it is important to study electrical properties on these interfaces. This study described the influence of copper and semiconductive substance defects on $\Phi$-q-n distribution between the interface of the model cable joints to classify PD source. PD was sequentially detected for 600 cycles of the applied voltage. The K-means cluster analysis has been analyzed to investigate the $\Phi$-q-n distribution. The skewness-kurtosis(Sk-Ku) plot from K-means clustering results was defined to quantify cluster distribution and classify distribution patterns. The Sk-Ku plot is composed of skewness and kurtosis along abscissa and ordinate which indicate the asymmetry and the sharpness of distribution. As a result of the Sk-Ku plot, it was confirmed that the data was distributed in 1st 2nd and 3rd quadrant at copper foreign substance defect, but in case of semiconductive foreign substance, the data was distributed in 2nd quadrant only.

전립선비대증 초음파 영상에서 GLCM을 이용한 컴퓨터보조진단의 영상분석 (Image Analysis of Computer Aided Diagnosis using Gray Level Co-occurrence Matrix in the Ultrasonography for Benign Prostate Hyperplasia)

  • 조진영;김창수;강세식;고성진;예수영
    • 한국콘텐츠학회논문지
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    • 제15권3호
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    • pp.184-191
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    • 2015
  • 전립선 초음파영상은 전립선암, 전립선비대증, 전립선염을 진단하고 전립선암의 생검과 전립선비대에서 전립선 크기 확인 등을 위해서 사용된다. 전립선비대증은 노인 남성의 가장 흔한 질병 중의 하나이다. 전립선은 주변구역, 중심구역, 이행구역과 전방 섬유근 간질부분 4개 구획으로 나누어진다. 전립선비대증은 조직학적으로 전립선 이행구역에서 결절성 증식을 동반한 요도주위의 진행성 과증식이 특징으로 이 결절로 인한 요도 폐쇄를 야기함에 따라 하부요로 증상을 유발한다. 그러므로 본 연구에서는 정상 전립선 이행구역 영상과 전립선비대 이행구역 영상에 대한 컴퓨터 알고리즘을 이용하여 정량적인 분석을 하였다. GLCM을 적용하여 정상영상 60증례와 전립선비대증영상 60증례을 분석영역($50{\times}50$ 픽셀)으로 설정하고, 각 영상에서 Autocorrelation, Contrast, Cluster Prominence, Entropy, Max Probability, Sum average 6가지 파라미터를 비교하여 분석하였다. 결과적으로 Autocorrelation, Cluster Prominence, Entropy, Sum Average 4개의 파라미터에서는 병변의 질감 검출 효율이 92-98%로 높게 나왔다. 이에 전립선 이행구역의 결절성 증식 변화를 정량적인 영상분석으로 확인 할 수 있었다. 향후 전립선비대증 진단에 있어 2차적인 수단으로 가능할 것으로 기대되며, 다양한 전립선 초음파 영상에 있어 기초 자료가 될 것으로 사료된다.

내측 반월상 연골 파열의 진단에서 초음파의 의의 (Significance of Ultrasonography in Diagnosis of Medial Meniscus Tear)

  • 김정만;임동선;김태형;김종익;이규조
    • 대한정형외과 초음파학회지
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    • 제4권1호
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    • pp.1-6
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    • 2011
  • 목적: 자기 공명 영상 시행 전에 내측 반월상 연골의 파열 진단에서의 초음파 검사의 유용성을 알아보고자 하였다. 대상 및 방법: 2009년 4월부터 2010년 9월까지 본원 정형외과 외래를 방문하여 내측 반월상 연골 파열 의심 하에 초음파 검사를 시행한 341예 중 자기 공명 영상 검사를 시행한 147예를 대상으로 하였다. 초음파 검사상 이상 소견을 보이지 않는 16예, 비균질성(inhomogeneity)만을 보인 12예, 무리(cluster)를 보인 4예, 실질 내에 틈(cleavage)을 보인 60예, 5 mm 이상의 내측 탈출(extrusion)을 보인 55예를 자기 공명 영상 검사 결과와 비교 하였다. 통계학적으로 민감도와 특이도, 양성 예측률과 음성 예측률을 구하였다. 결과: 자기 공명 영상에서 파열을 보인 경우는 104예였다. 초음파 검사는 자기 공명 영상에 대하여 민감도가 94.2%, 특이도는 23.3%로 측정 되었다. 양성 예측률은 74.8%, 음성 예측률은 62.5%로 측정되었다. 초음파 영상에 따른 양성 예측률은 비균질성이 보이는 경우 58.3%, 무리를 보이는 경우에는 100%, 실질 내에 틈을 보이는 경우 75%, 내측 탈출을 보이는 경우 80%로 나타났다. 결론: 내측 반월상 연골 파열의 진단에 있어 고가의 자기 공명 영상을 시행하기 전 초음파 검사는 파열 가능성 여부를 사전에 아는데 유용하였다.

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병인론에 근거한 성인 골격성 III급 부정교합자의 분류와 그 prototype 제시를 위한 연구 (A CLASSIFICATION AND PROTOTYPING OF SKELETAL CLASS III ON ETIO-PATHOGENIC BASIS)

  • 홍순재;이충국
    • Maxillofacial Plastic and Reconstructive Surgery
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    • 제22권4호
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    • pp.397-410
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    • 2000
  • Skeletal class III had been classified by the position of the maxilla, the mandible, the maxillary alveolus, the mandibular alveolus and vertical development. This morphologic approach is simple and useful for clinical use, but it is insufficient to permit understanding of the pathophysiology of dysmorphoses. The author hypothesizes that there are different patterns of mutual relation of the skeletal components which have contributed pathologic equilibrium of skeletal class III. The purpose of this study are threefold: 1) to classify skeletal class III in subgroups, which can show the architectural characteristics of the deformity, 2) to analyse the craniofacial architecture of each subgroup on etio-pathogenic basis, and 3) to characterize and visualize the pattern as a prototype. Materials used in this study were lateral cephalograms of 106 skeletal class III adults, which were analysed with modified Delaire's architectural and structural analysis. Linear and angular measurements of the individual subject were obtained and cluster analysis was used for the subgrouping. Data were evaluated for verification of the statistical significances. The following results were obtained. 1. By the modified Delaire's architectural and structural analysis and cluster analysis, skeletal class III adults were classified into 7 clusters and presented as prototypes, which could show the pathophysiology of the skeletal architecture 2. There was significant relationship in measurement variables of each cluster, which could reflect characteristics of the skeletal pattern of growth. 3. The flexure of cranial base had a close relationship to the anterior rotational growth of the maxilla and contributes to understand the etio-pathology of skeletal class III. 4. The proportion of craniospinal area in cranial depth, craniocervical angle and vertical position of point Om had a close relationship to rotational growth of the mandible and direction of condylar growth. They contribute to understand the etio-pathology of skeletal class III. In summary, the cranium and the craniocervical area must be considered in diagnosis and treatment planning of dentofacial deformity. And the occlusal plane can be considered as a representative which shows the mutual relationships of the skeletal components.

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소화성궤양환자의 통증표현양상에 관한 연구 (A study on Pain Express Pattern of Peptic Ulcer Patient)

  • 김정선;최영희
    • 대한간호학회지
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    • 제21권2호
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    • pp.230-246
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    • 1991
  • Pain is a subjective and multidemensional concept. Therefore the patient's expression of pain have been referedl to the best believable indicator of pain condition but the support data obtained from the patient considered cultural difference is a deficient condition in determinded on the precise nursing diagnosis. The purpose of this reasearch was to understand multiple pain reponses in cultural difference and sensitivity, to encourage communication between medical teams, and to provide the foundation data of on data of precise nursing assessment for the patient in pain. The research problem was to grasp pain express pattern of Korean peptic ulcer patients. The subjects were 20 peptic ulcer patients in medical unit or OPD of twp university hospitals in Seoul. Data were collected from September 7th to 22nd, 1990 by intensive interviews. Interviews were done by the researcher and all were tape - recorded. The Data analysis was done by Phenomenological method from Van Kaam. Validity assured by confirmation of the internal consistency of the statements and catigory by nursing collegue in educational and clinicions in medical care. From the emic data, 96 descriptive statements were organized in 18 theme cluster. The results of study were summerized as follows. 1. Pain Express Pattern cluster of Peptic Ulcer Patients were “Pain as clogging”, “shallow pain”, “pain as pressing”, “nauseating pain”, “pain as smarting”, “pain as pulling”, “pain as pricking”, “pain as bursting”, “wrenching pain”, “excising pain”, “uncontrollable pain for mind and body”, “awakening pain”, “pain as hollowing” and the other cluster. As above mentioned, Pain Express Pattern of Peptic Ulcer Patient appeared diversely in verbal and they were propered to Korean culture. Therefore they will provide for the foundation data of precise nursing assessment.

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나트륨 고섭취자의 특성 및 섭취 영향 요인에 대한 분석 (An Analysis on Characteristics of High Sodium Intaker and Affecting Factors)

  • 한별;김지영;양성범
    • 한국식품영양학회지
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    • 제31권3호
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    • pp.395-399
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    • 2018
  • The objective of this study is to analyze characteristics of high sodium intaker and factors affecting sodium intake using the Korea National Health and Nutrition Examination Survey (KNHANES). For this study we used two statistical methods, the cluster analysis and one-way analysis of variance (ANOVA). Cluster analysis was used to classify groups of sodium intake. For the analysis of the factors affecting sodium intake, we applied the ANOVA. The average daily intake for Korean is about 3,783 mg sodium per day; this amount is high than recommendation of the WTO. The demographic characteristics of people with higher sodium intake were found to be men more so women, and younger men with a higher education. Height, weight and size of a person's waistline were also characteristics of those with higher sodium intake. Also worker, smoker, those without a hypertension diagnosis, as well as those with a higher the drinking rate and higher eating out frequency tended to have a higher intake of sodium. The Ministry of Food and Drug Safety (MFDS) had established a plan to reduce sodium intake to 3,500 mg per day to 2020. To achieve this goal, it is necessary to educate people about high sodium intake, particularly those at higher risk, according to the results of this study. Through these efforts, the social costs of high sodium intake could be reduced, improving national health.