• 제목/요약/키워드: pattern classification

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한국인 질병의 장애가중치 측정에 관한 연구 : 호주 장애가중치와의 측정 결과 비교를 중심으로 - (Disability Weights for the Korean Burden of Disease Study : Focused on Comparison with Disability Weights in the Australian Burden of Disease Study)

  • 윤석준;이중규;권영훈;이상일;김창엽;박기동;김용익;신영수;도영경
    • Journal of Preventive Medicine and Public Health
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    • 제37권1호
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    • pp.59-71
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    • 2004
  • Objectives: This study aimed to measure the disability weights for the Korean Burden of Disease study, and to compare them with those adopted in the Australian study to examine the validity and describe the distinctive features. Methods : The standardized valuation protocol was developed from the Global Burden of Disease (GBD) study and the Dutch Disability Weights study. Disability weights were measured for 123 diseases of the Korean version of Disease Classification by three panels of 10 medical doctors each. Then, overall distribution, correlation coefficients, difference by each disease, and mean of differences by disease group were analyzed for comparison of disability weights between the Korean and Australian studies. Results : Korean disability weights ranged from 0.037 to 0.927. While the rank correlation coefficient was moderate to high ($r_s$=0.68), Korean disability weights were higher than the corresponding Australian ones in 79.7% of the 118 diseases. Of these, war, leprosy, and most injuries showed the biggest differences. On the contrary, many infectious and parasitic diseases comprised the greater part of diseases of which Korean disability weights were lower. The mean of the differ ences was the highest in injuries of GBD disease groups, and in cardiovascular disease, injuries, and malignant neoplasm of the Korean disease category. Conclusions : Korean disability weights were found to be valid on the basis of overall distribution pattern and correlation, and are expected to be used as basic data for broadening the scope of burden of disease study. However, some distinctive features still remain to be explored in following studies.

개 파보바이러스장염의 감염일령에 따른 병변의 병리조직학적 및 면역조직화학적 관찰 (Histopathological and immunohistochemical studies on the intestinal lesions related to the infected age in spontaneous canine parvovirus enteritis)

  • 구자록;서일복;임창형
    • 대한수의학회지
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    • 제34권3호
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    • pp.537-547
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    • 1994
  • Ninety seven cases of histopathologically diagnosed spontaneous canine parvovirus enteritis(CPE) were studied gross pathologically, histopathologically, immunohistochemically, to investigate histopathological types of small intestinal lesions, and antigen distributions in each pattern related to the infected age. And also, reliability of histopathological method in diagnosis of CPE was inspected with immunohistochemistry. The results were as follows : 1. Age-related occurring ratio in histopathologically diagnosed CPE was 53.6% in 4-8 weeks, 26.8% in 9-15 weeks, 8.25 in 16-19 weeks and 11.3% in 20-45 weeks of the clog age. 2. In histopathologic classification based on patterns of villi/crypts lesions of small intestine(jejunum), the ratio of A type (initial phase of necrosis of crypt epithelia, desquamated epithelial cells in the dilated lumen of the crypt) was 20.6%; the ratio of B type(middle phase of atrophy and fission of the villi, collapse of the mucosa, loss of normal crypt structure) was 62.9%, and C type(regenerative phase of the crypt architecture) was 16.5%. 3. The ratio of A, B, C type in 4-8 weeks old, respectively, was 23.5%, 61.5%, 15.4%; in 9-15 weeks old was 19.2%, 65.4%, 15.3% in 16-19 weeks old was 25.0%, 75.0%, 0.0%; and in 20-45 weeks old was 9.0%, 54.5%, 36.4%. 4. The antigen distribution in the nuclei of the crypt epithelial cells was higher than of the cytoplasm and numerous desquamated epithelial cells in dialated crypts in A type; The antigen cytoplasm and numerous desquamated epithelial cells in dialated crypts in A type; The antigen distribution in the nuclei of the collapsed crypt epithelial cells was not higher than that of the cytoplasm, crypts were lined by and filled with released viral antigens from the destructed epithelial cells in B type; and its distribution was also higher than in the epithelial cells adjacent to the tips of the villi, but it was not reacted in the regenerative crypt epithelial cells in C type. 5. Immunohistochemically detected antigen ratio in the small intestine of histopathologically diagnosed CPE was 94.6%, and this result indicates that histopathological diagnosis is very reliable method in diagnosis of CPE.

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신체 인식도 및 만족도에 따른 패션소재 선호도에 관한 연구 (A Study on the Preference of Fashion Materials according to the Degree of Consciousness and Satisfaction of Body Cathexis)

  • 김증자;조지현
    • 한국의상디자인학회지
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    • 제1권1호
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    • pp.127-139
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    • 1999
  • The purpose of this study was to understand the preference of fashion materials according to the degree of consciousness and satisfaction of body. A survey was conducted using the randomly selected 439 woman students in the twenties. The consciousness variable had three levels which were lean, medium, and obese shape for each whole, upper and lower body with self-consciousness. Also, satisfaction variable had three levels which were satisfying, average, and unsatisfying group. We analyzed the data using analysis of correlation, crosstabulation analysis, and analysis of variance including Duncan multiple test. The results were as follows: 1) There was the positive correlation between height, leg, and arm length, and each variable, and the negative correlation between back, hip, thigh, waist, lower leg, ankle, and upper arm, and each variable. Also, we could observe the pattern that the larger the head or the more the weight was, the lower the satisfaction of body was. 2) There were no strong correlation between breast and hand size and each variable. From the crossed classification, we could observe the trend that the smaller the breast was, the lower the satisfaction of body was. 3) There were the strong correlation between whole and upper body in consciousness degree and between whole and lower body in satisfaction. 4) The consciousness of the whole body was shown lean shape 23.4%. medium shape 49.2%, and obese shape 27.2%. For the satisfaction degree of the whole body, satisfaction was shown 6.8%, average 41.7% and unsatisfaction 51.4%, so the satisfaction group is very small. 5) From the analysis for the consciousness degree of the whole body, the preferred fashion materials were polyester and acetate in casual wear, linen, polyester, acryl, T/W, and polyurethan in formal wear, and cotton, nylon, TIC, and T/W in sports wear. There was significant difference in casual wear, formal wear, and sports wear, but, not in underwear and accessories among he consciousness groups. 6) From the analysis for the satisfaction degree of the whole body, the preferred fashion materials were linen, silk, and acetate in casual wear, cotton in underwear, polyurethane in formal wear, and nylon in sports wear. There was the significant difference in casual wear, underwear, formal wear and sports wear, but, not in accessories among the satisfaction groups.

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Adolescent Idiopathic Scoliosis Treatment by a Korean Neurosurgeon : The Changing Role for Neurosurgeons

  • Hyun, Seung-Jae;Kim, Woong-Beom;Park, Young-Seop;Kim, Ki-Jeong;Jahng, Tae-Ahn;Kim, Yongjung J.
    • Journal of Korean Neurosurgical Society
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    • 제58권1호
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    • pp.50-53
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    • 2015
  • Objective : The purpose of this study was to evaluate radiographic/clinical outcomes of adolescent idiopathic scoliosis (AIS) patients treated by a Korean neurosurgeon. Methods : Ten AIS patients were treated by a single neurosurgeon between January 2011 and September 2013 utilizing segmental instrumentation with pedicle screws. Basic demographic information, curve pattern by Lenke classification, number of levels treated, amount of correction achieved, radiographic/clinical outcomes [by Scolisis Resarch Society (SRS-22r) questionnaire] and complications were evaluated to determine the surgical results. Pulmonary function test was utilized to assess forced vital capacity (FVC) and forced expiratory volume in one second (FEV1) before and after surgery. Results : The average percentage of correction of the major structural curve was 73.6% (ranged from 64% to 81.5%). Preoperative and final postoperative absolute FVC averaged 3.03 L and 3.76 L (0.73 L increase, p=0.046), and absolute FEV1 averaged 2.63 L and 3.49 L (0.86 L increase, p=0.021). Preoperative and final postoperative average self-image and function scores of SRS-22r were, $2.6{\pm}0.5$, $3.3{\pm}0.1$, $4.0{\pm}0.5$, and $4.6{\pm}0.0$, respectively. There was a significant improvement of the self-image and function scores of SRS-22r questionnaires before and after surgery (p<0.05). There was no case of neurological deficit, infection and revision for screw malposition. One patient underwent a fusion extension surgery for shoulder asymmetry. Conclusion : Radiographic/clinical outcomes of AIS patients treated by a Korean neurosurgeon were acceptable. Fundamental understanding of pediatric spinal deformity is essential for the practice of AIS surgery.

생흔학의 중요성 및 활용 (Importance and Application of Ichnology)

  • 김종관;전승수;백영숙;장은경;신선자
    • 한국석유지질학회지
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    • 제12권1호
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    • pp.34-42
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    • 2006
  • 생흔학이란 암석내의 생물들에 의해 만들어진 흔적에 대해 연구하는 학문으로 그들에 대한 설명, 분류 및 해석하는 것을 포함한다. 생흔의 형태, 생물의 행동 및 기질의 특성을 바탕으로 정리된 생흔구조의 조합인 생흔상은 정밀한 퇴적작용과 퇴적환경을 해석하는데 중요한 자료를 제시한다. 생흔학 연구는 퇴적학, 층서학, 석유탐사, 고생물학과 고생태학 등과 같은 퇴적환경학의 전반적인 분야를 연구하는데 다양하게 활용되어져 왔다. 퇴적학 분야에서는 퇴적환경의 물리적인 특성 이해, 퇴적양상에 대한 이해 및 사건층의 인지 등에 직접적인 증거가 될 수 있다. 층서학에서는 순차층서학에서 중요하게 다루어지는 주요 경계면의 인지 및 생층서학적 불연속면의 경계등을 인지하는데 활용된다. 또한 적은 양의 자료로 퇴적환경을 해석하는데에 중요한 정보를 제공함으로서 석유탐사분야에서 비용을 절감하는데 많은 도움이 된다. 이 외에도 화석학적 자료로 사용이 가능하며, 퇴적환경의 고생태를 복원하는 데도 중요한 자료로 활용될 수 있다. 강화도 조간대에서 시범적으로 적용된 생흔상 변화는 조간대의 위치에 따라 상이한 계절변화가 관찰되었다. 생흔상의 조간대의 위치에 따라 상이한 계절변화는 고기퇴적층에서의 계절적 특성, 정밀 퇴적환경, 보존잠재성 등을 파악할 수 있는 좋은 자료가 될 수 있을 것이다. 현생 연안환경에 해당되는 한반도 서해안 조간대에서의 생흔에 대한 연구결과는 퇴적학은 물론 석유지질학에의 활용 가능성이 높은 것으로 판단된다.

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기준 일증발산량 산정을 위한 인공신경망 모델과 경험모델의 적용 및 비교 (Comparison of Artificial Neural Network and Empirical Models to Determine Daily Reference Evapotranspiration)

  • 최용훈;김민영;수잔 오샤네시;전종길;김영진;송원정
    • 한국농공학회논문집
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    • 제60권6호
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    • pp.43-54
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    • 2018
  • The accurate estimation of reference crop evapotranspiration ($ET_o$) is essential in irrigation water management to assess the time-dependent status of crop water use and irrigation scheduling. The importance of $ET_o$ has resulted in many direct and indirect methods to approximate its value and include pan evaporation, meteorological-based estimations, lysimetry, soil moisture depletion, and soil water balance equations. Artificial neural networks (ANNs) have been intensively implemented for process-based hydrologic modeling due to their superior performance using nonlinear modeling, pattern recognition, and classification. This study adapted two well-known ANN algorithms, Backpropagation neural network (BPNN) and Generalized regression neural network (GRNN), to evaluate their capability to accurately predict $ET_o$ using daily meteorological data. All data were obtained from two automated weather stations (Chupungryeong and Jangsu) located in the Yeongdong-gun (2002-2017) and Jangsu-gun (1988-2017), respectively. Daily $ET_o$ was calculated using the Penman-Monteith equation as the benchmark method. These calculated values of $ET_o$ and corresponding meteorological data were separated into training, validation and test datasets. The performance of each ANN algorithm was evaluated against $ET_o$ calculated from the benchmark method and multiple linear regression (MLR) model. The overall results showed that the BPNN algorithm performed best followed by the MLR and GRNN in a statistical sense and this could contribute to provide valuable information to farmers, water managers and policy makers for effective agricultural water governance.

패턴분류를 통한 산지사면의 위험도 평가 기법 (Slopes Risk Assessment Techniques through Pattern Classification)

  • 김민섭;김진영
    • 지질공학
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    • 제25권2호
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    • pp.189-199
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    • 2015
  • 우리나라의 화강풍화토 지반의 사면붕괴 형태는 대부분 절토사면에서 발생하는 경우가 많고 풍화작용의 영향을 받는 표층부 지반 안정성을 파악하는 것이 중요하다. 표층부에서 채취한 시료를 이용하여 기본 물성시험 및 점착력과 내부마찰각 시험을 수행하였고, 현장조사 결과를 토대로 자연사면의 안정성 검토를 수행여 형태별 패턴(쐐기형, 무한사면형, 유한사면형)을 분류 하였다. 또한 분류된 패턴별로 수치해석을 수행하였으며 그 결과를 토대로 최소안전율과 사면경사각의 관계를 개괄적인 안정도 추정에 기초 자료로서 제공하고자 하였다. 본 연구에서 산정된 강도정수들은 몇 개의 특정사면의 경우에 대한 것으로서 모든 사면의 안정해석에 그대로 적용 가능한 것은 아니다. 그러나 현실적으로 모든 경사면과 강도정수에 대해서 실험을 실시하는 것은 어려울 뿐만 아니라 비용면에서도 불가능한 실정이다. 따라서 사면안정에 영향을 미치는 단위중량, 점착력, 내부마찰각의 변화와 사면 경사각의 변화에 따른 위험도 평가를 정립하기 위해서는 수치모델링과 같은 방법을 사용하여 현장조건의 다양한 변화에 대응할 수 있는 패턴별 위험도 평가기준이 작성된다면 대단히 유용할 것이다. 따라서 대표적인 사면형태(TYPE-I~IV)와 사면경사각에 강도정수를 적용하여 최소 안전율을 제시한다면 자연사면의 간이 안정해석이 가능 할 것으로 사료된다.

비제약적 환경에서 얼굴 주요위치 특징 서술자 기반의 얼굴인식 (Face Recognition Based on Facial Landmark Feature Descriptor in Unconstrained Environments)

  • 김대옥;홍종광;변혜란
    • 정보과학회 논문지
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    • 제41권9호
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    • pp.666-673
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    • 2014
  • 본 논문에서는 비제약적 얼굴 데이터 베이스를 위한 확장성 있는 얼굴 인식 방법을 연구하고, 간단한 실험 결과를 소개한다. 기존의 얼굴 인식 연구들은 주로 조명, 얼굴 각도, 표정, 배경 등 제약이 있는 환경에서의 정확도 향상에 초점을 맞추고 있어서 비제약적 얼굴 데이터 베이스에 사용하기에 적합하지 않다. 제안하는 얼굴인식 방법은 비제약적 얼굴 인식을 위한 특징 추출 알고리즘으로, 먼저 지역적 특징이 존재하는 눈, 코, 입과 같이 얼굴의 중요한 특징을 나타내는 영역을 분리한다. 각 얼굴 주요 위치는 고차원의 다중 스케일 국부 이진패턴 히스토그램(Multi-scale LBP histogram) 특징 벡터로 기술된다. 단일 얼굴 주요 위치에 해당하는 다중 스케일 국부 이진패턴 히스토그램 특징 벡터는 주성분 분석법(PCA: Principal Component Analysis)과 선형 판별 분석법(LDA: Linear Discriminant Analysis)의 차원 축소 과정을 통해 저차원 얼굴 특징 벡터를 생성한다. 저차원 얼굴 특징 벡터는 랭크 획득과 Precision at k(p@k) 성능 평가 방법을 이용하여 제안한 알고리즘의 얼굴 인식 성능을 검증한다. 본 연구는 FERET, LFW 및 PubFig83 데이터 베이스를 이용하여 얼굴 인식 실험을 수행하였으며, 제안한 알고리즘을 이용한 얼굴 인식 방법이 기존의 방법보다 향상된 인식성능을 보였다.

12~36개월 유아의 식사 질 평가 (The Assessment of Dietary Quality in Toddler of 12-36 Months)

  • 권지영;박혜련;황은미
    • Journal of Nutrition and Health
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    • 제34권2호
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    • pp.176-187
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    • 2001
  • This research was conducted to evaluate the general dietary quality(the balance and diversity of food intake, nutrient intake and adequacy) of 12 to 36-month-old toddler, through examining their actual food intake. It was conducted for 664(male-357, female-307) healthy toddler who were outpatients from Mar. to Aug., 1999 at university hospitals and private hospitals in Seoul and kyunggi province. The anthropometric parameters were measured. The 24-hr recall method were utilized to analyze the nutrient intake by months, based on the classification of The Korea Child Gorwth Standard. As for the subjects of this research, we found that the younger the age, the more frequent the pattern of intake of only 3 kinds of food groups. The results are that 1) the group with 1 point of the DDS(Dietary Diversity Score) mostly took only foods from the milk group, 2) the group with 2 points only took foods from the grain and milk group, 3) the group with 3 points did not take foods from the fruit and vegetable group, and 4) the group with 4 points took just about all kinds of food groups except for the vegetable group. This means that most of them were not taking various kinds of food even after the age of 12 months, and that they took more than twice the recommended amount of foods from the milk group until the age of 20 months. Thus, one could find a tendency of dependance on the milk group for food intake. Food intake for the vegetable group was severely under the recommended allowance, regardless of the age. The intake of iron was less than two thirds of the recommended allowance, except for the group of 12 to 14-month-olds who had been fed with infant formula. The Nutrient Adequacy Ratio(NAR) of major nutrients(protein, calcium, phosphorous, iron, vitamin A, vitamin B$_1$, vitamin B$_2$, niacin, vitamin C) and the Mean Adequacy Ratio(MAR, shows the general quality of dietary intake) was 0.86$\pm$0.12, but the NAR of iron was 0.62$\pm$0.27, which was extremely low compared to those of other nutrients. Therefore, concerning the subjects of this research, the MAR value alone does not provide enough ground to conclude that the subjects dietary quality is satisfactory. (Korean J Nutrition 34(2) : 176-187, 2001)

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분절 특징 HMM을 이용한 영어 음소 인식 (English Phoneme Recognition using Segmental-Feature HMM)

  • 윤영선
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제29권3호
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    • pp.167-179
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    • 2002
  • 본 논문에서는 여러 프레임 특징으로 표현되는 분절 특징(segmental feature) 표현 방법을 제안하고, HMM 개념 위에서 음향학적 모델과 그 알고리즘을 개발하여 HMM의 약점으로 지적되는 독립관측 가정을 완화시키고자 한다. 제안된 특징 표현은 단일 프레임 특징이 음성 신호의 시간적 동적 특성 (temporal dynamics)을 제대로 표현하지 못하기 때문에, 여러 프레임을 이용하여 음성 특징을 표현하도록 한다. 분절 특징은 다항식의 회귀 함수(polynomial regression function)에 의하여 관측 벡터의 궤적으로 표현되고, 이 특징을 패턴 분류에 사용하기 위하여 음성 신호의 궤적을 효과적으로 표현하는 분절 HMM(segmental HMM)을 이용한다. SHMM은 상태에서의 관측 확률을 외적 분절 변이와 내적 분절 변이로 세분하며, 외적 분절 변이는 장기적인 변화를, 내적 분절 변이는 단기적인 변화를 나타낸다. 음향학적 모델에서 분절 특성을 고려하기 위하여 외적 분절 변이는 분절의 확률 분포로 표현하고, 내적 분절 변이는 궤적의 추정 오차로 표현하도록 SHMM을 수정한 분절 특징 HMM(SFHMM; segmental-feature HMM)을 제안한다. SFHMM에서는 분절의 관측 확률을 분절 우도와 궤적의 추정 오차의 관계로써 표현하며, 추정오차는 특정 상태에서의 분절의 우도에 대한 가중치로 고려될 수 있다. 제안된 방법의 유효성과 분절 특징의 특성을 살펴보기 위하여 TIMIT 자료를 이용하여 몇 가지 실험을 하였다. 이들 실험 결과에서, 제안된 방법이 기존의 HMM보다 매개 변수가 많더라도, 성능의 향상과 제안된 특징이 유연하고 정보를 많이 가진다는 점에서 의미가 있다고 하겠다.