• Title/Summary/Keyword: 통계학적 분류기

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THE CHANCE OF ADAPTABILITY CHANCE IN ADHESIVE SYSTEMS TO DENTIN SUBSTRTE ACCORDING TO STORAGE TIME (상아질 접착 후 저장기간에 따른 접착제의 접착력 변화)

  • Cho, Young-Gon;Ban, Il-Hwan;Yu, Mi-Kyung
    • Restorative Dentistry and Endodontics
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    • v.30 no.3
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    • pp.204-214
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    • 2005
  • This study compared the microtensile bond strength (${\mu}$TBS) and microscopic change of two 2-step and two 1-step self-etching adhesives to dentin according to storage times in distilled water. Occlusal dentin was exposed in 48 human molars. They were divided to four groups by different adhesives: SE Bond group (Clearfil SE Bond), AdheSE group (AdheSE). Adper group (Adper Prompt L-Pop), and Xeno group (Xeno III) . Each group was stored in 37$^{\circ}C$ distilled water for 1, 15, and 30 days. Resin-bonded specimens were sectioned into beams and subjected to ${\mu}$TBS testing with a crosshead speed of 1 mm/minute. For SEM observation, one specimen was selected and sectioned in each group after each stroage time. Resin-dentin interface was observed under FE-SEM. In all storage times, mean ${\mu}$TBS of SE group was significantly higher than those of other groups (p < 0.05). There was no significant difference between mean ${\mu}$TBS of SE group and AdheSE group among all storage times, but significant difference between 1- and 30-day storage in mean y${\mu}$TBS of Adper group and Xeno group (p > 0.05). For 1-and 15-day storage, all groups showed the close adaptation between resin-dentin interfaces. For 30-day storage, resin-dentin interfaces showed wide gap in Adper group and separate pattern in Xeno III group.

Prognostic Value of TNM Staging in Small Cell Lung Cancer (소세포폐암의 TNM 병기에 따른 예후)

  • Park, Jae-Yong;Kim, Kwan-Young;Chae, Sang-Cheol;Kim, Jeong-Seok;Kim, Kwon-Yeop;Park, Ki-Su;Cha, Seung-Ik;Kim, Chang-Ho;Kam, Sin;Jung, Tae-Hoon
    • Tuberculosis and Respiratory Diseases
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    • v.45 no.2
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    • pp.322-332
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    • 1998
  • Background: Accurate staging is important to determine treatment modalities and to predict prognosis for the patients with lung cancer. The simple two-stage system of the Veteran's Administration Lung Cancer study Group has been used for staging of small cell lung cancer(SCLC) because treatment usually consists of chemotherapy with or without radiotherapy. However, this system does not accurately reflect segregation of patients into homogenous prognostic groups. Therefore, a variety of new staging system have been proposed as more intensive treatments including either intensive radiotherapy or surgery enter clinical trials. We evaluate the prognostic importance of TNM staging, which has the advantage of providing a uniform detailed classification of tumor spread, in patients with SCLC. Methods: The medical records of 166 patients diagnosed with SCLC between January 1989 and December 1996 were reviewed retrospectively. The influence of TNM stage on survival was analyzed in 147 patients, among 166 patients, who had complete TNM staging data. Results: Three patients were classified in stage I / II, 15 in stage III a, 78 in stage IIIb and 48 in stage IV. Survival rate at 1 and 2 years for these patients were as follows: stage I / II, 75% and 37.5% ; stage IIIa, 46.7% and 25.0% ; stage III b, 34.3% and 11.3% ; and stage IV, 2.6% and 0%. The 2-year survival rates for 84 patients who received chemotherapy(more than 2 cycles) with or without radiotherapy were as follows: stage I / II, 37.5% ; stage rna, 31.3% ; stage IIIb 13.5% ; and stage IV 0%. Overall outcome according to TNM staging was significantly different whether or not received treatment. However, there was no significant difference between stage IIIa and stage IIIb though median survival and 2-year survival rate were higher in stage IIIa than stage IIIb. Conclusion: These results suggest that the TNM staging system may be helpful for predicting the prognosis of patients with SCLC.

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Study on the Statistical Turbulent Characteristics of $45^{\circ}$ Circular Cross Jet Flow ($45^{\circ}$ 圓形 衝突噴流의 統計學的 亂流特性 硏究)

  • 노병준;김장권
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.10 no.1
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    • pp.110-120
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    • 1986
  • 45.deg. corss jet flow, at the mixing of two jet flows, was experimentally studied. For this study, only the statistical turbulent characteristics and high order moments will be analysed by on-line computer system (hot-wire anemometer system, dynamic analyser and computer system, plotting and printing system). Since mean velocity distributions, intensities of turbulence, Reynolds stresses, correlation coefficients, and other general results were already studied and presented. One dimensional probability density distributions of u', v', and w' were analysed comparing with Gaussian curve, which showed skew and flat tendency according to the Y and Z directions. For the analysis of the joint flow of turublent components, the joint probability density distributions were examined. The fagures were drawn so as to be read joint probabilities, joint probability densities, fluctuating velocities u', v', and w'. For further detailed examination of the variations of skewness and flatness phenomena, iso-joint probability density contours obtained from the profiles of the joint probability density distributions were studied. According to the displacement of positions from the center of the mixing flow and the directions, the flatness and skewness factors were increased.

Ovarian Cancer Microarray Data Classification System Using Marker Genes Based on Normalization (표준화 기반 표지 유전자를 이용한 난소암 마이크로어레이 데이타 분류 시스템)

  • Park, Su-Young;Jung, Chai-Yeoung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.9
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    • pp.2032-2037
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    • 2011
  • Marker genes are defined as genes in which the expression level characterizes a specific experimental condition. Such genes in which the expression levels differ significantly between different groups are highly informative relevant to the studied phenomenon. In this paper, first the system can detect marker genes that are selected by ranking genes according to statistics after normalizing data with methods that are the most widely used among several normalization methods proposed the while, And it compare and analyze a performance of each of normalization methods with mult-perceptron neural network layer. The Result that apply Multi-Layer perceptron algorithm at Microarray data set including eight of marker gene that are selected using ANOVA method after Lowess normalization represent the highest classification accuracy of 99.32% and the lowest prediction error estimate.

Cephalometric study on head posture according to the Classification of Malocclusion (부정교합 분류에 따른 두경부 위치의 두부방사선 계측학적 연구)

  • Hwang, Chung-Ju;Kim, Suk-Hyun;Kil, Jae-Kyung
    • The korean journal of orthodontics
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    • v.27 no.2
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    • pp.221-230
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    • 1997
  • It has been known that head posture may influence directly and/or indirectly the growth and development of craniofacial morphology and can also be influenced by the funtional demand of physiologic activity. It was reported that facial morphology has close relationships with hyoid bone position and head posture. In many previous studies, Natural Head Posture(NHP) was guided, and also it was shown that NHP has high degree of reproducibility. Otherwise, There was few study about the relationship of head posture, with routine cephalometric film which is used for clinical orthodontic purpose. In this study, according to the Wits and ANB of initial cephalometric film which was taken with vertical pendulum as representative of true vertical reference line. We classified the subjects which is comprised of 60 adult female patients into Class I, II, III (Cl I, II, III)and we tried to find out the correlation of head posture and hyoid bone position according to the classification of malocclusion. As a result of our research, we found the followigs. 1. In comparison of vertical position of hyoid bone relative to the cranial base. the position of hyoid bone of Cl III was lower than that of Cl II. 2. In comparison of anteriorpostes or position of hyoid bone, relative to the cervical column. The position of hyoid bone of Cl III was more anterior than that of a II 3. in comparison of vertical position of hyoid bone relative to mandible. There was no significant correlation aumoug the groups of malocclusion. 4. ANB and Wits showed no significant correlation with hyoid bone position. 5. The relative extension of head, which was noted in Cl II, showed negative with Sum, ANB. 6. In Cl II and Cl III, Post to Ant facial height showed positive correlation with NSL/VER.

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Correlation Analysis with Modified Barthel Index and Motor Assessment Scale in Stroke Patients (뇌졸중환자의 기능평가척도로서의 MBI와 MAS의 상관성분석)

  • Ko, Seong-Gyu;Jun, Chan-Yong
    • The Journal of Korean Medicine
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    • v.20 no.1 s.37
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    • pp.52-59
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    • 1999
  • 연구목적 : 뇌졸중환자에 기능회복도의 측정을 위해 가장 신뢰도가 높은 MBI에 대해서 순수하게 뇌졸중환자의 운동기능평가만을 위해 고안된 MAS의 상관성을 각 기간별로 분석하여 MAS의 운동기능평가척도로서의 객관성에 대해 연구한다. 또 한편으로 경과시간에 따른 운동기능 회복도의 차이를 전체그룹과 사상그룹에서 평가한다. 연구방법 : 1998년 1월부터 1998년 6월까지 6개월에 걸쳐 상지대학교 한의과대학 부속한방병원 내과에 입원하여 뇌졸중으로 진단된 환자 중 의식과 언어상태가 명료한 32명을 대상으로 하였다. 입원직후 사상의학과에 의뢰하여 QSCCII 시스템에 의하여 체질진단을 받은 후 본원 운동기능평가실에서 입원직후, 입원 후 2주와 4주 등 3회에 걸쳐 Modified Barthel Index(MBI)와 Motor Assessment Scale(MAS)을 시행하였다. 각 환자에 대한 검사는 2명의 한방순환기내과 전문의와 전공의에 의해 환자에 대한 사전 정보 없이 이루어졌다. 연구결과 : 통계처리는 상관분석을 위해서는 Pearson correlation coefficient, 사상체질에 있어서 각 경과시간에 따른 점수변화는 Repeated ANOVA, 일반적특성 분석에는 Descriptive analysis가 사용되었고, 프로그램은 SPSS/PC+ 7.5 version을 사용하였다. 1. 뇌졸중 환자의 사상의학적인 분포는 태음인이 56.3%로 가장 많았고, 소양인이 28.1%, 소음인이 12.5%, 태양인이 3.1%이었으며, 연령별로는 50대가 32.6%로 가장 많았으며, 평균연령은 60.9세였다. 2. 경과시간에 따른 사상체질간의 MBI, MAS 평균점수변화는 MBI, MAS 모두 반복측정 분산분석 결과 입원당시와 2주 후, 입원당시와 4주 후에서 모두 P<0.001의 범위에서 통계학적으로 유의하게 증가하였고, 경과시간과 사상체질간의 교호작용은 없었다. 3. MBI, MAS 모두 각 항목과 기능별 분류군에서도 경과시간에 따른 평균점수의 변화는 P<0.001 범위에서 통계학적으로 유의하게 증가하여 한방치료의 효과가 있음을 보여주었다. 4. MBI와 MAS의 경과시간별 Pearson 상관성 분석결과 입원당시의 MBI와 입원당시의 MAS에서, 2주 후의 MBI와 입원당시, 2주 후, 4주 후의 MAS에서, 4주 후의 MBI와 입원당시, 2주, 4주 후의 MAS에서 모두 높은 상관성을 보여, 두 평가방법 간에는 상관성이 높다고 본다.

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The Effect of Pentoxifylline on Radiation-Induced Cardiac Injury in ICR Mice (방사선조사후 발생한 심장손상에서 Pentoxifylline 이 미치는 효과)

  • Suh Hyun Suk;Yang Kwang Mo;Kang Seung Hee;Kang Yun Kyung
    • Radiation Oncology Journal
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    • v.14 no.4
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    • pp.281-290
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    • 1996
  • Purpose : Chest irradiation leads to a significant cardiac injury in a number of patients. To prevent, or to reduce the risk of radiation-induced cardiac injury, pentoxifylline(PTX), a haemorrheologic agent that improves the blood flow through small blood capillaries has been employed. Materials and Methods : One hundred and eighty ICR mice were divided into three study groups: control, radiation alone, and radiation-pentoxifylline. Each group was subdivided into 12 subgroups: 1 3, 6 and 10 days and 2, 3, 4, 6, 8, 12, 16 and 20 weeks by observation Period after irradiation. The total 15Gy of radiation was delivered in a single fraction through anterior mediastinal port. Pentoxifylline was injected subcutaneously daily 50mg/kg to the back of the mice from the first day of irradiation throughout the observation period. The mice of each group after a certain observation period were sacrificed and sectioned for histopathologic examination of the heart. Result : The findings of acute radiation-induced carditis i.e., heterophilic infiltration and vacuolization and ballooning of endothelial cells were observed upto 6 weeks and reduced sharply afterwards. The late radiation effects including pericarditis with mononuclear cell infiltration, pericardial fibrosis, endothelial cell changes, myocardial degeneration and fibrosis present from 4 weeks onwards after irradiation but with various degree of severity. The overall process of pathologic changes of radiation-pentoxifylline group was similar to those of radiation alone group but the duration of acute stage was relatively short and the severity of late cardiac toxicity was much lesser compared with those of radiation alone group. Conclusion : Pentoxifylline can effectively reduce the late radiation-induced cardiac injury and reslve the acute effects relatively rapidly.

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Determinants of Length of Stay in Geriatric Hospitals - Focused on Alzheimer Dementia's Inpatients (요양병원 입원 알츠하이머 치매노인의 재원일수 결정요인 분석)

  • Bang, Hyo-Jung;Lee, Kwang-Soo
    • The Journal of the Korea Contents Association
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    • v.13 no.12
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    • pp.900-909
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    • 2013
  • This study purposed to analyze the determinants of length of stay for patients having alzheimer dementia in geriatric hospitals. Sample data was collected from the National Patient Sample (NPS) produced by the Health Insurance Review & Assessment Service (HIRA) in 2009. Total 538 alzheimer inpatients over 65 years were used in the analysis. Patients were classified into 5 risk groups to represent the case-mix differences of patients. Organizational characteristics of geriatric hospitals such as number of beds, doctors, and nurses were included in the analysis model. In multivariate regression analysis, hospital variables were not statistically significant in explaining the length of stay. Two risk group were statistically significant in analysis, However, their signs of relationship with the dependent variable were opposite to the expectations. These results suggest that the characteristics of patients and hospitals did not have impacts on the length of stay. There will be needs to test the effects of other factor such as social needs which represents the socio-economic status of the family for the patients.

Early Results of Coronary Artery Bypass Grafting Using Multiple Arterial Grafts (다동맥이식편을 이용한 관상동맥우회술의 조기성적)

  • Lee, Jae-Won;Ryu, Sang-Wan;Kim, Kun-Il;Choo, Suck-Jung;Song, Hyun;Kim, Jong-Ook;Song, Myeong-Gun
    • Journal of Chest Surgery
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    • v.34 no.1
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    • pp.45-50
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    • 2001
  • 배경: 관상동맥우회술은 허혈성 심질환 환자에서 증상을 완화하고 급사를 방지할 수 있는 효과적인 치료방법으로 확립되었다. 그러나 80년대에 들어와 지금까지 사용되었던 대복재정맥편에 비해 동맥이식편의 장기개통율이 월등함이 알려지면서 좌내유동맥과 함께 사용할 수 있는 동맥이식편에 대한 관심이 증가하였다. 본원에서는 1998년부터 다동맥이식편을 이용하여 관상동맥 우회술을 시행하고 있으며, 조기성적에 대해 대복재정맥을 사용한 경우와 비교하고자 하였다. 대상 및 방법: 1998년 6월부터 1999년 5월까지 본원에서 관상동맥우회술을 시행받았던 355명의 환자중 심정지액을 이용하여 시행했던 153명을 대상으로 하였다. 76명의 단일 동맥편을 사용한 환자를 I군, 두 개 이상의 다동맥편을 사용한 77명의 환자를 II군으로 분류하여 수술전후 임상기록, 심초음파 및 관상동맥 조영술 소견등을 후향적으로 분석하였다. 결과: 술전 양군간에는 II군의 환자가 I군의 환자에 비해 더 젊고 흡연자가 많다는 것 이외에는 통계학적으로 차이는 없었다. 술후 조기사망은 각 군에서 1례씩 있었고 환자당 문합갯수에 통계학적으로 차이가 있는 것 이외에는 수술과정 및 술후 결과에서 차이는 없었다. 결론: 다동맥편을 이용한 관상동맥우회술을 시행한 결과 본원에서 학습기(learning period)임에도 불구하고 조기성적에 있어 대복재정맥을 이용한 경우와 차이가 없었다. 물론 중기 및 장기성적에 대한 지속적인 추적관찰이 필요하겠으나 이러한 조기성적은 동맥이식편을 이용한 관상동맥우회술이 환자의 장기생존에 도움을 줄 수 있으리라 사료된다. 또한 이러한 결과를 토대로 완전 동맥이식편 관상동맥우회술로의 전환이 이루어질 수 있으리라 생각된다.

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MICROTENSILE BOND STRENGTH OF SINGLE STEP ADHESIVES TO DENTIN (상아질에 대한 단일 단계 접착제의 미세인장 결합강도)

  • Cho, Young-Gon;Kee, Young-Jae
    • Restorative Dentistry and Endodontics
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    • v.30 no.4
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    • pp.312-318
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    • 2005
  • This study compared the microtensile bond strength $({\mu}TBS)$ of three single step adhesives to dentin. Occlusal superficial dentin was exposed in fifteen human molars. They were assigned to three groups by used adhesives: Xeno group (Xeno III). Prompt group (Adper Prompt L-Pop). AQ group (AQ Bond). Each adhesive was applied to dentin surface. and composite of same manufacturer was constructed. The bonded specimens were sectioned into sticks with an interface area approximately $1mm^2$, and subjected to $\mu$ TBS testing with a crosshead speed of 1mm/minute. The results of this study were as follows; 1. The ${\mu}TBS$ to dentin was $48.78\pm9.83MPa$ for Xeno III. $30.22\pm4.52MPa$ for Adper Prompt L-Pop. and $26.31\pm7.07MPa$ for AQ Bond. 2. The mean ${\mu}TBS$ of Xeno group was significantly higher than that of Prompt group and AQ group (p<0.05). 3. There was no significant difference between the ${\mu}TBS$ of Prompt group and AQ group.