• 제목/요약/키워드: Cell grouping

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A Conditional Clustering Scheme for Hybrid NOMA in Millimeter Wave Communication System

  • Nguyen, Thanh Ngoc;Jeon, Taehyun
    • International journal of advanced smart convergence
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    • 제8권4호
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    • pp.34-39
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    • 2019
  • Millimeter-wave (mmWave) and Non-orthogonal multiple access (NOMA) are expected to be the major techniques that lead to the next generation wireless communication. NOMA provides a high spectrum efficiency by sharing of spatial resources among users in the same frequency band. Meanwhile, millimeter-wave gives a huge underutilized bandwidth at extremely high frequency band (EHF) which covers 30GHz to 300GHz. These techniques have been proven in several recent literatures to achieve high data rates. The combination of NOMA and millimeter-wave techniques further improves average sum capacities, as well as reduces the interference compared to conventional wireless communication systems. In this paper, we focus on hybrid NOMA system working in millimeter-wave frequency. We propose a clustering algorithm used for a hybrid NOMA scheme to optimize the usage of wireless resources. The proposed clustering algorithm adds several conditions in grouping users and defining clusters to increase the probability of the successful superposition decoding process. The performance of the proposed clustering algorithm is investigated in hybrid NOMA system and compared with the conventional orthogonal multiple access (OMA) scheme.

스테로이드를 투여한 흰쥐에서 수중운동에 의한 근 섬유의 변화 (The Change of Muscle Fiber by Aquatic Exercise on Rats Induced by Steroids Injection)

  • 윤세원;이정우;최석주
    • 대한임상전기생리학회지
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    • 제1권2호
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    • pp.21-30
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    • 2003
  • The purpose of this study was to know the effect of aquatic-exercise on muscle atrophy which induced by steroid injection. The forty-eight Sparague-Dawley adult male rats were assigned to the 4 groups; GroupI(distilled water injection), GroupII(steroid injection), GroupIII(distilled water injection and aquatic exercise), GroupIV(steroid injection and aquatic exercise). We observed their body weight, histological change by PAS stein. The results of this study were as follows; 1. After 2 weeks, the change of weights appeared that non-steroid injection groups increase weight and steroid injection groups decreased weight hasty. after 4 weeks, weights recovered from weight before test. It was possible to explain the change of weight by type II muscle fiber increase. 2. In histological change of muscle fibers, atrophy didn't observed in test group I, because type II muscle fibers were developed well. we observed not only injury of muscle fiber and muscle atrophy but specifically grouping type I muscle fiber in test group II. normal arrangement of muscle fibers were visible in test group and type II muscle fibers increased. we could observe muscle recovery because of type II muscle fibers increase in test group IV. therefore, it was seem that type II cell was recovering through aquatic exercise.

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로드셀을 이용한 요류검사기의 구현 및 평가 (Estimation and Implementation of the Uroflowmetry Using Load Cell)

  • 정도운;조성택;남기곤;정문기;전계록
    • 센서학회지
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    • 제13권6호
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    • pp.436-445
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    • 2004
  • In this study, a uroflowmetry system was developed to detect a voiding symptom conveniently at home or hospital. A implemented hardware was composed of mechanism and system circuit part, the software was developed to process uroflow data, graph display, extraction of parameter, and evaluation of congregate rate so as to analysis obtaining uroflow data. The following experiment was performed to evaluate an ability of classification and fitness. The curve pattern of uroflow was classified into each symptom. Various parameters were calculated in the curve pattern of each uroflow as follows. The parameters are MFR, AFR, VOL, VT, and FT. A significant difference among parameters was examined by a statistical analysis for extracted parameters between normal and abnormal experimental group. The uroflow data with the various symptom was divided into normal and abnormal group using fuzzy classifier. The result of the fuzzy classification using MFR and AFR was superior by 91.23 % than grouping evaluation including VOL.

갑상샘기능저하증에 따른 생식샘기능저하증 모델 정립을 위한 제언 (How to design male hypothyroid hypogonadism model)

  • 윤상필;김정우
    • Journal of Medicine and Life Science
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    • 제16권1호
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    • pp.34-38
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    • 2019
  • Hypogonadism is a clinical syndrome that results in hormone deficiency and can be classified as 1) primary caused by the gonadal failure and 2) secondary by the hypothalamus-pituitary gland dysfunction and/or cardiometabolic complications. Recently the presence of thyroid hormone receptors in different testicular cell types was demonstrated, and thus thyroid dysfunctions would be another cause of secondary hypogonadism. Thus, we investigated the effects of perinatal hypothyroidism on hypogonadism in male Sprague-Dawley rats. Perinatal hypothyroidism was induced by daily administration of 0.05% 6-propyl-2-thiouracil (PTU) by tap water from gestation day 15, which were compared with negative control (PTU (-)) group. At postnatal day 28, hypothyroid pups were divided into 2 groups: PTU (+) group - continued PTU treatment and PTU (+/-) group - stopped PTU until postnatal day 49. Body weights, dehydrotesosterone (DHT), and testosterone levels were checked 2 and 3 weeks after grouping. Body weights were significantly decreased in PTU(+) and PTU(+/-) groups compared with PTU (-) group at postnatal day 28. 3 weeks later, PTU (+/-) group significantly gained weight compared with PTU (+) group. DHT and testosterone levels significantly decreased with PTU treatment, but increased 3 weeks after stopping PTU administration. Perinatal PTU-induced hypothyroid hypogonadism was sustained for 2 weeks after stopping PTU administration, but restored gonadal hormone levels 3 weeks after stopping PTU. These results suggest that researchers should design an experiment on hypothyroid hypogonadism based on the estimated period.

Anatomical Structures and Fiber Quality of Four Lesser-Used Wood Species Grown in Indonesia

  • MARBUN, Sari Delviana;WAHYUDI, Imam;SURYANA, Jajang;NAWAWI, Deded Sarip
    • Journal of the Korean Wood Science and Technology
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    • 제47권5호
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    • pp.617-632
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    • 2019
  • This study aimed to investigate the anatomical structure and fiber quality of four lesser-used wood species namely Benuang (O. sumatrana), Duabanga (D. moluccana), Pisang Merah (H. hellwigii), and Terap (A. odoratissimus). This study evaluated its suitability for raw material in pulp and paper manufacturing. The anatomical structure was observed macro- and microscopically. Macroscopic structures were observed directly to the wood samples, while microscopic characteristics were observed through microtome specimens. Fiber dimension was measured through macerated specimens and fiber quality was analyzed following the Rachman and Siagian's method. Results showed that these four timber species have similarity in the indistinct growth ring, diffuse porous in a radial pattern, rounded solitary vessel outline, 1 to 3 cells of ray width, deposits within the rays, fiber length, and cell wall thickness. Differences were found on vessel diameter, vessel grouping, vessel frequency, tyloses existence, type of axial parenchyma, and ray height. Based on fiber length and its derived values, the wood fibers of all species studied are suitable for pulp and paper manufacturing. They belong to the II quality class. The produced pulp and paper would have good quality, especially in tensile, folding, and tear strength. To promote their utilization, silviculture aspect of these four species has to be well understood.

탄저균 pagA 유전자의 분자적 다양성 (Molecular Diversity of pagA Gene from Baciilus anthracis)

  • 김성주;조기승;최영길;채영규
    • 미생물학회지
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    • 제37권1호
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    • pp.49-55
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    • 2001
  • 탄저(anthrax)는 그람양성이고 포자형성 세균인 탄저균(Bacillus anthracis)으로부터 발명되어진다. 탄저독소는 세가지 요소로 구성되어 있으며, 방어항원(PA)은 숙주세포 표면에서 탄저 독소단백질 및 이종단백질을 세포질 내로 이동시키는 역할을 한다. 본 연구에서는 PA의 분자적 다양성과 국내에서 탄저균의 진화를 이해하고 확인하기 위해 국내외에서 발견된 탄저균 4 균주와 기존에 보고된 탄저균 26 균주로부터 2,294 bp의 PA유전자(pagA)의 DNA 염기서열을 분식하였다. 탄저균 30 균주으로부터 PA유전자의 염기서열을 비교 분식한 결과, 8개 부위에서 돌연변이를 확인 하였다. 돌연변이가 일어난 부위에 따라서 탄저균을 10종류의 PA 유전자형과 4 종류의 PA 표현형으로 구분하였다. 한국 경주에서 분류된 B. anthracis BAK는 600번째 아미노산 alanine이 valine으로 바뀌어서 B. anthracis ATCC 14185 보다 LF와 PA의 결합 위치를 근접하게 하였다. 탄저균의 Pag의 염기서열을 통한 계통분석학적인 분석 결과는 염색체상에서의 분류와 일치하여 탄저균사이에서 pXO1 플라스미드의 수평적인 이동은 없는 것으로 사료된다.

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우리나라 비중앙급전발전기의 하루전 출력 예측시스템 개발 (Development of One Day-Ahead Renewable Energy Generation Assessment System in South Korea)

  • 이연찬;임진택;오웅진;;최재석;김진수
    • 전기학회논문지
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    • 제64권4호
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    • pp.505-514
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    • 2015
  • This paper proposes a probabilistic generation assessment model of renewable energy generators(REGs) considering uncertainty of resources, mainly focused on Wind Turbine Generator(WTG) and Solar Cell Generator(SCG) which are dispersed widely in South Korea The proposed numerical analysis method assesses the one day-ahead generation by combining equivalent generation characteristics function and probabilistic distribution function of wind speed(WS) and solar radiation(SR) resources. The equivalent generation functions(EGFs) of the wind and solar farms are established by grouping a lot of the farms appropriately centered on Weather Measurement Station(WMS). First, the EGFs are assessed by using regression analysis method based on typical least square method from the recorded actual generation data and historical resources(WS and SR). Second, the generation of the REGs is assessed by adding the one day-ahead resources forecast, announced by WMS, to the EGFs which are formulated as third order degree polynomials using the regression analysis. Third, a Renewable Energy Generation Assessment System(REGAS) including D/B of recorded actual generation data and historical resources is developed using the model and algorithm predicting one day-ahead power output of renewable energy generators.

편평세포암종 임파절 전이에 대한 인공 신경망 시스템의 진단능 평가 (Artificial Neural Network System in Evaluating Cervical Lymph Node Metastasis of Squamous Cell Carcinoma)

  • 박상욱;허민석;이삼선;최순철;박태원;유동수
    • 치과방사선
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    • 제29권1호
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    • pp.149-159
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    • 1999
  • Purpose: The purpose of this study was to evaluate cervical lymph node metastasis of oral squamous cell carcinoma patients by MRI film and neural network system. Materials and Methods: The oral squamous cell carcinoma patients(21 patients. 59 lymph nodes) who have visited SNU hospital and been taken by MRI. were included in this study. Neck dissection operations were done and all of the cervical lymph nodes were confirmed with biopsy. In MR images. each lymph node were evaluated by using 6 MR imaging criteria(size. roundness. heterogeneity. rim enhancement. central necrosis, grouping) respectively. Positive predictive value. negative predictive value. and accuracy of each MR imaging criteria were calculated. At neural network system. the layers of neural network system consisted of 10 input layer units. 10 hidden layer units and 1 output layer unit. 6 MR imaging criteria previously described and 4 MR imaging criteria (site I-node level II and submandibular area. site II-other node level. shape I-oval. shape II-bean) were included for input layer units. The training files were made of 39 lymph nodes(24 metastatic lymph nodes. 10 non-metastatic lymph nodes) and the testing files were made of other 20 lymph nodes(10 metastatic lymph nodes. 10 non-metastatic lymph nodes). The neural network system was trained with training files and the output level (metastatic index) of testing files were acquired. Diagnosis was decided according to 4 different standard metastatic index-68. 78. 88. 98 respectively and positive predictive values. negative predictive values and accuracy of each standard metastatic index were calculated. Results: In the diagnosis of using single MR imaging criteria. the rim enhancement criteria had highest positive predictive value (0.95) and the size criteria had highest negative predictive value (0.77). In the diagnosis of using single MR imaging criteria. the highest accurate criteria was heterogeneity (accuracy: 0.81) and the lowest one was central necrosis (accuracy: 0.59). In the diagnosis of using neural network systems. the highest accurate standard metastatic index was 78. and that time. the accuracy was 0.90. Neural network system was more accurate than any other single MR imaging criteria in evaluating cervical lymph node metastasis. Conclusion: Neural network system has been shown to be more useful than any other single MR imaging criteria. In future. Neural network system will be powerful aiding tool in evaluating cervical node metastasis.

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Refining prognostic stratification of human papillomavirus-related oropharyngeal squamous cell carcinoma: different prognosis between T1 and T2

  • Lee, Sumin;Lee, Sang-wook;Park, Sunmin;Yoon, Sang Min;Park, Jin-hong;Song, Si Yeol;Ahn, Seung Do;Kim, Jong Hoon;Choi, Eun Kyung;Kim, Su Ssan;Jung, Jinhong;Kim, Young Seok
    • Radiation Oncology Journal
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    • 제35권3호
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    • pp.233-240
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    • 2017
  • Purpose: To validate the 8th edition of the American Joint Committee on Cancer/Union for International Cancer Control (AJCC/UICC) TNM staging system for human papillomavirus (HPV)-related oropharyngeal squamous cell carcinoma (OPSCC) and investigate whether a modified classification better reflects the prognosis. Materials and Methods: Medical records of patients diagnosed with non-metastatic HPV-related OPSCC between 2010 and 2016 at a single institution were retrospectively reviewed. HPV status was determined by immunohistochemical analysis of p16 and/or HPV DNA polymerase chain reaction (PCR). We reclassified TNM stage T0-1 and N0-1 as group A, T2-3 or N2 as B, and T4 or N3 as C. Survival analysis according to 8th AJCC/UICC TNM staging and the modified classification was performed. Results: Of 383 OPSCC patients, 211 were positive for HPV DNA PCR or p16. After exclusion, 184 patients were included in this analysis. Median age was 56 years (range, 31 to 81 years). Most primary tumors were in the palatine tonsil (148 tumors, 80%). The eighth AJCC/UICC TNM classification could not differentiate between stage I and II (p = 0.470) or II and III (p = 0.209). Applying modified grouping, the 3-year overall survival rate of group A was significantly higher than that of group B and C (98% vs. 91%, p = 0.039 and 98% vs. 78%, p < 0.001, respectively). Differentiation between group B and C was marginally significant (p = 0.053). Conclusion: The 8th AJCC/UICC TNM staging system did not clearly distinguish the prognosis of stage II from that of other stages. Including the T2N0-1 group in stage II may improve prognostic stratification.

IFSA 알고리즘을 이용한 유전자 상호 관계 분석 (Analysis of Interactions in Multiple Genes using IFSA(Independent Feature Subspace Analysis))

  • 김혜진;최승진;방승양
    • 한국정보과학회논문지:시스템및이론
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    • 제33권3호
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    • pp.157-165
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    • 2006
  • 세포는 환경 변화 및 자극으로부터 자신을 보호하기 위해 유전자가 발현하여 생명을 유지 시스템을 갖고 있다. 유전자의 발현은 비정상적인 상태의 세포를 환경을 조절, 변화시켜 정상으로 바꾸기 위한 기능, 발달단계에 필요한 기능 등 생명현상에 필요한 특수 역할을 수행한다. 따라서 각 유전자의 기능을 아는 것은 생물학적으로 상당히 의미 있는 일이다. 본 논문에서는 유전자 기능을 알아보기 위해 발현 패턴을 통해 같을 때, 유사한 형태 혹은 시차를 갖고 동일한 형태로 발현하는 유전자들은 같은 기능을 한다는 가정을 하였다. 이 가정에 기반하여 각 유전자들을 기능에 따라 분류하였다. (1) IFSA선형 모델을 적용하여 데이타를 잘 나타내 줄 수 있는 특징 패턴을 찾았으며 (2) 이 특징 패턴으로부터 본 논문에서 제안한 Membership Scoring Function을 이용하여 유전자를 필터링(filtering) 하였다. 이 유전자들은 기존의 ICA(Independent Component Analysis) 방법에서 보다 IFSA 방법이 더 효과적으로 각 기능에 따른 유전자 그룹을 찾아내줌을 GO(Gene Ontology)에서 확인할 수 있었다. 이는 시차 혹은 위상 변화에 상관없이 데이타를 잘 나타낼 수 있는 IFSA의 특성이, ICA보다. 생물학적인 변수를 더 고려해 줄 수 있기 때문이라고 생각된다[1]. 이 논문의 또 다른 주요 작업은 유전자의 상호작용 관계로부터 유전자 네트웍을 얻어내는 것이다. 유전자 네트웍은 같은 그룹 내에서 유전자간의 상관 계수를 구하고 가장 높은 상관도를 보이는 유전자쌍을 연결시켜 얻게되었다. 이 네트웍 역시 GO 해석에서 그 유효성을 확인하였다.를 평균 66.02에서 58.98로 줄이면서 계산시간은 평균 71ms에서 44ms 으로 빠르게 됨을 알 수 있었다.적외선 분광법을 이용한 사일리지의 화학적 조성분 함량 측정은 적은 오차 범위 내에서 신속하고 정확한 분석법이 될 수 있음을 확인 할 수 있었다. 비록 원물 생시료(IF)에 대한 직접적인 측정은 다소 예측 정확성이 떨어지지만 현장 적용성과 편리성을 높이기 위해서는 생시료의 측정시 오차를 줄일 수 있는 스펙트럼의 수처리 방법이나 산란보정 방법과 같은 데이터 처리기법에 대한 더 많은 연구가 앞으로 진행되어야 한다고 생각되어진다.상자의 50% 이상이 매일 생선 콩 및 콩제품과 채소류를 먹고 있었고, 인스턴트나 패스트푸드는 정상 체중군이 저체중군이나 과체중보다 매일 섭취하는 빈도가 낮았다(p<0.0177). 7. 가장 낮은 영양 섭취 상태를 보여준 영양소(% RDA< 75%)는 철분과 칼슘으로 조사 대상자의 3/4에 해당하는 조사 대상자가 영양 부족 상태였다. 칼슘 섭취의 경우 정상 체중군이 과체중군과 저체중군보다 섭취율이 낮았으나(p<0.0257) 철분은 군간 유의차는 없었다. 8. 칼슘의 경우 과체중군이 저체중군이나 정상 체중군에 비해 영양소 적정비율(NAR) 값이 높았으며(p<0.0257) 철분, 단백질, 비타민 $B_1$$B_2$, 나이아신의 경우도 통계적으로 유의하지는 않으나 과체중군이 저체중군 또는 정상 체중군의 NAR 값이 높은 경향을 보여주었다. 9가지 영양소의 NAR을 평균한 MAR 값은 군간 유의적이지는 않으나 과체중군(0.76)이 정상체중(0.73) 또는 저체중군(0.73)에 비해 높은 값은 보여주었다. 9.