• Title/Summary/Keyword: Consistency for classification

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Analysis of the bcl-2, Ki-67 and p53 Expression Level Based on the Gleason Score Group of Prostate Adenocarcinoma

  • Kim, Tai-Jeon;Kim, Sung-Chul
    • Biomedical Science Letters
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    • v.14 no.3
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    • pp.157-165
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    • 2008
  • Recently, the number of patients with prostate cancer has been increased gradually by both the change of living environment and the increase of aged population. In this study the serum prostate specific antigen (PSA) level was compared to the Gleason score known as a prognostic factor for the prostate cancer. In the Gleason score 6 and $9{\sim}10$, the average age was 69.68 years old and 69.52 years old, respectively and there was no statistically difference in both of age and Gleason score. the PSA serum consistency appeared <4 ng/mL as example 1, $4{\sim}20ng/mL$ as example 17 and ${\geq}20ng/mL$ as example 4 in the Gleason score 6, and In the Gleason score $9{\sim}10$, it appeared <4 ng/mL as example 1, $4{\sim}20ng/mL$ as example 6 and ${\geq}20ng/mL$ as example 15. PSA serum consistency in the Gleason score $9{\sim}10$ showed higher value than those of Gleason score 6 (P<0.05). Next, expression ratios of bcl-2, Ki-67 and p53 were examined in the Gleason score 6 and $9{\sim}10$. the p53 expression ratio, a tumor suppression gene, appeared the significance statistically by the classification of the Gleason score as example 7 (28%) in the Gleason score 6 and as example 16 (64%) in the Gleason score $9{\sim}10$ (P<0.05). but not different in the expression ratios of the Ki-67 and bcl-2. The expression ratio of p53 by the expression ratio of bcl-2 and the expression ratio of Ki-67 by the expression ratio of p53 had a positive relationship in all of the Gleason score 6 and the Gleason score $9{\sim}10$ (P<0.05). However, the expression ratio of Ki-67 by the expression ratio of bcl-2 did not show any significance in the Gleason score $9{\sim}10$ (P<0.05). Therefore, the results suggested that p53 expression could be used as an independent prognostic factor.

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Development of an evaluation tool for the quality of nursing care in abdominal surgery patients (복부수술 환자간호의 질평가 도구 개발)

  • Lee, Byoung-Sook
    • Journal of Korean Academy of Nursing Administration
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    • v.4 no.1
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    • pp.107-127
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    • 1998
  • The purpose of this study was to develop an evaluation tool for the quality of nursing care in abdominal surgery patient. The target subjects of the tool were adult patients having abdominal surgery under general anesthesia. Process-outcome framework was selected for the development of the tool in this study. The results were as follows. 1. Nine standards. 40 criteria and 88 indicators were developed. A standard was summary statement of the ideal level of excellencein a dimension of quality of nursing care. which could be evaluated by criteria. Several criteria indicated a specific standard and each criterion could be measured by observable and measurable indicators. 2. The standards were divided into two dimensions. One was process dimension which contained four standards(23 criteria), the other was outcome dimension which contatined five standards(17 criteria). 3. Average CVI was .985 at 9 standards. .947 at 40 criteria. and .987 at 88 indicators. 4. The evaluation tool for the quality of nursing care in abdminal surgery patients was a criterion-referenced tool. And data collection methods of the tool were investigation of patient's record and interview( or questionnaire) with the patients. 5. Interrater reliabilities of the tool were ; r= .7572 (agreement between two raters), and pI=.8487 (intraclass correlation between five raters who rated the 84 patients). 6. Internal consistency reliability ${\alpha}$ was .6194, which was obtained from 32 criteria. Eight criteria were missed in the analyzing process because of data omission. 7. Scores of the process and the outcome dimensions showed significant. but low correlation(r= .3759, p < .001). 8. There were significant differences in total scores between the hospitals and the departments of surgery(F = 15.233. p .0001). There was also significant interaction effect between hospitals and departments to total score(F = 8.396. p = .0001). Construct validity of the toool was verified by the known-group method. these kinds of difference were expected by the nursing experts participated in the study. From these results, more specific patient classification is suggested for the development of evaluation tool of the quallity of nursing care. And indicators to be used for objective measurement for the quality of nursing care must be developed.

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Review of International Cases for Managing Input Data in Safety Assessment for High-Level Radioactive Waste Deep Disposal Facilities (고준위방사성폐기물 심층처분시설 안전성평가 입력자료 관리를 위한 해외사례 분석)

  • Mi Kyung Kang;Hana Park;Sunju Park;Hae Sik Jeong;Woon Sang Yoon;Jeonghwan Lee
    • Economic and Environmental Geology
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    • v.56 no.6
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    • pp.887-897
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    • 2023
  • Leading waste disposal countries, such as Sweden, Switzerland, and the United Kingdom, conduct safety assessments across all stages of High-Level Radioactive Waste Deep Geological Disposal Facilities-from planning and site selection to construction, operation, closure, and post-closure management. As safety assessments are repeatedly performed at each stage, generating vast amounts of diverse data over extended periods, it is essential to construct a database for safety assessment and establish a data management system. In this study, the safety assessment data management systems of leading countries, were analyzed, categorizing them into 1) input and reference data for safety assessments, 2) guidelines for data management, 3) organizational structures for data management, and 4) computer systems for data management. While each country exhibited differences in specific aspects, commonalities included the classification of safety assessment input data based on disposal system components, the establishment of organizations to supply, use, and manage this data, and the implementation of quality management systems guided by instructions and manuals. These cases highlight the importance of data management systems and document management systems for securing the safety and enhancing the reliability of High-Level Radioactive Waste Disposal Facilities. To achieve this, the classification of input data that can be flexibly and effectively utilized, ensuring the consistency and traceability of input data, and establishing a quality management system for input data and document management are necessary.

The Model of Appraisal Method on Authentic Records (전자기록의 진본 평가 시스템 모형 연구)

  • Kim, Ik-Han
    • The Korean Journal of Archival Studies
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    • no.14
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    • pp.91-117
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    • 2006
  • Electronic Records need to be appraised the authenticity as well as the value itself. There has been various kinds of discussion about how records to be appraised the value of themselves, but there's little argument about how electronic records to be appraised the authenticity of themselves. Therefore this article is modeling some specific authenticity appraisal methods and showing each stages those methods should or may be applied. At the Ingest stage, integrity verification right after records creation in the organization which produced the records, quality and integrity verification about the transferred in the organization which received the records and integrity check between SIP and AIP in the organization which received and preserved the records are essential. At the Preservation stage, integrity check between same AIPs stored in different medium separately and validation of records where or not damaged and recovery damaged records are needed. At the various Processing stages, suitability evaluation after changing the record's management control meta data and changing the record's classification, integrity check after records migration and periodical validation and integrity verification about DIPs are required. For those activities, the appraisal methods including integrity verification, content consistency check, suitability evaluation about record's meta data, feasibility check of unauthorized update and physical status validation should be applied to the electronic records management process.

Multilingual Product Retrieval Agent through Semantic Web and Semantic Networks (Semantic Web과 Semantic Network을 활용한 다국어 상품검색 에이전트)

  • Moon Yoo-Jin
    • Journal of Intelligence and Information Systems
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    • v.10 no.2
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    • pp.1-13
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    • 2004
  • This paper presents a method for the multilingual product retrieval agent through XML and the semantic networks in e-commerce. Retrieval for products is an important process, since it represents interfaces of the customer contact to the e-commerce. Keyword-based retrieval is efficient as long as the product information is structured and organized. But when the product information is expressed across many online shopping malls, especially when it is expressed in different languages with cultural backgrounds, buyers' product retrieval needs language translation with ambiguities resolved in a specific context. This paper presents a RDF modeling case that resolves semantic problems in the representation of product information and across the boundaries of language domains. With adoption of UNSPSC code system, this paper designs and implements an architecture for the multilingual product retrieval agents. The architecture is based on the central repository model of product catalog management with distributed updating processes. It also includes the perspectives of buyers and suppliers. And the consistency and version management of product information are controlled by UNSPSC code system. The multilingual product names are resolved by semantic networks, thesaurus and ontology dictionary for product names.

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A Comparison & Analysis of Electronic Commerce of Korea's FTA (한국의 FTA전자상거래규정 비교·분석)

  • Kim, Yun-keun;Park, Bok-Jae
    • International Commerce and Information Review
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    • v.19 no.2
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    • pp.25-44
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    • 2017
  • Though electronic commerce has grown rapidly in international trade, there is no basic consensus for its concept and rule applied. So WTO has done practice of not imposing customs duties on digital contents and been researching overall on electronic commerce through Work Program while many countries of the world attempt to obtain their interests by stipulating chapter of electronic commerce in their FTAs. This paper has compared and analysed chapter of electronic commerce in all the FTAs which Korea has signed and enforced. Korea's FTA stipulates commonly no customs duties, the other chapter's priority when chapter of electronic commerce conflicts the other chapter, electronic authentication, protection of personal information and consumer protection. But it has weak consistency and framework as it has different provisions for the objects of electronic commerce respectively, reserves classification & applied rule for electronic commerce, stipulates differently on non discrimination treatment and so on. Korea should participate in the research of international organization including WTO and cope actively and elastically by analysing the provisions of electronic commerce of the other countries' FTA such as USA, EU, CHINA and so on.

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Disability Weights for Diseases in Korea (한국인 질병의 장애가중치 측정 및 신뢰도 평가)

  • Yoon, Seok-Jun;Do, Young-Kyung;Kwon, Young-Hoon;Kim, Chang-Yup;Park, Ki-Dong;Kim, Yong-Ik;Shin, Young-Soo;Lee, Jung-Kyu
    • Journal of Preventive Medicine and Public Health
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    • v.36 no.2
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    • pp.163-170
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    • 2003
  • Objectives : This study aimed to develop an evaluation protocol of disability weights using person trade-off, and to test the reliability of the developed protocol in a Korean context. Methods : To develop the valuation protocol, the Global Burden of Disease(GBD) and the Dutch studies were replicated and modified. Sixteen indicator conditions were selected from the Korean version of disease classification, which was based on that of the GBD Study, and the person trade-off method referred to the Dutch method. Results : The disability weights were valued in a two step panel sfudy. The first step was a carefully designed group process by three panels, using person trade-off to establish the disability weights for sixteen selected indicator conditions. The second step consisted of interpolation of the remaining diseases, on a disability scale, by the individual members of three panels. The members of three panels were all medical doctors, with sufficient knowledge of the consequences of a broad variety of diseases. The internal consistency of the Korean disability weights was satisfactory. Considerable agreement existed within each panel and among the panels. Conclusions : It was feasible to use a modified evaluation protocol from those used in GBD and Dutch studies, This would provide a rational basis for an international comparative study of disability weights.

Spatial Information Data Construction and Data Mining Analysis for Topography Investigation of Land Characteristics (토지특성 고저조사를 위한 공간정보 데이터 구축과 데이터 마이닝 분석)

  • Choi, Jin Ho;Kim, Jun Hyun
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.37 no.6
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    • pp.507-516
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    • 2019
  • The investigation of land characteristics is an important task for the calculation of officially land prices and standard comparison table of land price. Therefore, it should be done objectively and consistently. However, the current investigation system is mainly done by researcher's subjective judgment. Therefore, the objectivity and consistency of this investigation is not guaranteed and questionable. In this study, we first defined the problem by analyzing the current land topography investigation method. In addition, in order to investigate the land topography, the geometry of the parcel is quantified by spatial information and applied to the decision tree based method(C4.5) to produce the final result. This study intended to extract the parcel characteristics data of the topographic by the use of spatial information and to apply the information to the C4.5, there by suggesting a method for addressing the problems. The findings showed approximately 93.5% between the results of topography classification estimated with rules learned by C4.5.

Performance Analysis of MixMatch-Based Semi-Supervised Learning for Defect Detection in Manufacturing Processes (제조 공정 결함 탐지를 위한 MixMatch 기반 준지도학습 성능 분석)

  • Ye-Jun Kim;Ye-Eun Jeong;Yong Soo Kim
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.46 no.4
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    • pp.312-320
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    • 2023
  • Recently, there has been an increasing attempt to replace defect detection inspections in the manufacturing industry using deep learning techniques. However, obtaining substantial high-quality labeled data to enhance the performance of deep learning models entails economic and temporal constraints. As a solution for this problem, semi-supervised learning, using a limited amount of labeled data, has been gaining traction. This study assesses the effectiveness of semi-supervised learning in the defect detection process of manufacturing using the MixMatch algorithm. The MixMatch algorithm incorporates three dominant paradigms in the semi-supervised field: Consistency regularization, Entropy minimization, and Generic regularization. The performance of semi-supervised learning based on the MixMatch algorithm was compared with that of supervised learning using defect image data from the metal casting process. For the experiments, the ratio of labeled data was adjusted to 5%, 10%, 25%, and 50% of the total data. At a labeled data ratio of 5%, semi-supervised learning achieved a classification accuracy of 90.19%, outperforming supervised learning by approximately 22%p. At a 10% ratio, it surpassed supervised learning by around 8%p, achieving a 92.89% accuracy. These results demonstrate that semi-supervised learning can achieve significant outcomes even with a very limited amount of labeled data, suggesting its invaluable application in real-world research and industrial settings where labeled data is limited.

Landscape Scale Ecosystem Evaluation for Sustainable Landuse Planning (지속가능한 토지이용을 위한 경관규모 생태계평가기법 연구)

  • Hwang, Kook-Woong;Park, So-Yoon
    • Journal of the Korean Association of Geographic Information Studies
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    • v.6 no.1
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    • pp.78-84
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    • 2003
  • The purpose of this study is to evaluate the ecosystem soundness in landscape scale using landscape indices, and to extract regional information that can be used for sustainable landuse planning. About BongWha-gun, the landcover classification using Landsat TM images and patch analysis ware carried out, and some landscape indices were calculated using geographic information system(GIS) and patch analyst program. As the results of this study, Seokpo, Jaesan and Sochun got higher scores in landscape indices related to the ecosystem soundness. But, Bonghwa-eup got lowest scores in the 10 regions. When compared with normalized difference vegetation index(NDVI), this result showed consistency to some degree. Although, there needs more supplementary studies, it is anticipated that landscape scale ecosystem evaluation using landscape indices can gives us some informations related to sustainable landuse planning.

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