• Title/Summary/Keyword: Journal Report

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Deep Learning-Based Model for Classification of Medical Record Types in EEG Report (EEG Report의 의무기록 유형 분류를 위한 딥러닝 기반 모델)

  • Oh, Kyoungsu;Kang, Min;Kang, Seok-hwan;Lee, Young-ho
    • KIPS Transactions on Software and Data Engineering
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    • v.11 no.5
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    • pp.203-210
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    • 2022
  • As more and more research and companies use health care data, efforts are being made to vitalize health care data worldwide. However, the system and format used by each institution is different. Therefore, this research established a basic model to classify text data onto multiple institutions according to the type of the future by establishing a basic model to classify the types of medical records of the EEG Report. For EEG Report classification, four deep learning-based algorithms were compared. As a result of the experiment, the ANN model trained by vectorizing with One-Hot Encoding showed the highest performance with an accuracy of 71%.

A Review on the Report about Drug-induced Hepatitis published by the National Institute of Toxicological Research (국립독성연구원 보고서 '식이유래 독성간염의 진단 및 보고체계 구축을 위한 다기관 예비연구'에 대한 분석 및 고찰)

  • Jang Insoo
    • The Journal of Korean Medicine
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    • v.25 no.3
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    • pp.78-89
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    • 2004
  • Background : A report published by the National Institute of Toxicological Research (NITR) in January 2004 about toxic hepatitis in Korea contained the result of analysis on 55 cases of severe toxic hepatitis from 7 university hospitals for 8 months. NITR claimed that the extrapolated annual frequency of severe toxic hepatitis in Korea was 1904 cases per year. They also claimed that the most frequent etiology of severe toxic hepatitis were herbal medications and similar plant preparations (61.7%), contrasted with traditional therapeutic preparations and healthy foods (29.1%). I have investigated that report to be certain of the result because it is a very important subject for public health and society in Korea. Results : The NITR report has too many problems to have faith in its results. They include the following: 1. The report uses only 55 cases to estimate annual prevalence rate of severe toxic hepatitis in Korea. 2. There was a large regional preponderancy in the NITR report (2 cases in Seoul from a population of 10.17 million, 19 cases in Gwangju from a population of 1.4 million) 3. There was another preponderancy that selected much fewer cases caused by western medication (9.1%) than other reasons. 4. The NITR report used a modified scale than that officially recognized to diagnose toxic hepatitis. 5. There was a mistake using the scale to adapt the right indications. 6. They collected cases before beginning the study, although it was a prospective study. There was also not any questionnaire or other materials concerned with alcohol, drugs, or history of past liver disease. Conclusions : NITR is one of the important official arms of the government of Korea. Nevertheless, there is a severe problem in validity because of selection bias, uncertain accuracy, and insufficiency of raw materials in the report. Therefore it seems incorrect to generalize the results of the report and there is a lack of confidence in it as a national study publishing by the NITR.

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Change in General Education - Based on the Harvard Reports on General Education - (대학 교양교육의 변화 - 하버드 교양교육 보고서를 중심으로 -)

  • Jung, Chul-Min;Yoo, Jae-Bong
    • Korean Journal of Comparative Education
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    • v.26 no.3
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    • pp.189-210
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    • 2016
  • In recent times, rapid social change has caused an unavoidable need for change in general education. The purpose of this paper is to review a change in the nature of general education through reviewing the Harvard Reports. To this end, we compare and analyze a series of Harvard Reports on General Education. The Harvard Report on General Education has been published in three separate reports: "General Education in a Free Society"(1945), "Report on Core Curriculum"(1978), "Report of the Task Force on General Education"(2007). Firstly, "General Education in a Free Society" enlarges the subject of general education in public and aims to achieve universal general education. Secondly, "Report on Core Curriculum" contributes to the common intellectual foundation. It not only enriches the personal life but also enable to have a conversation related to problems of mankind. Thirdly, "Report of the Task Force on General Education" supports the idea of liberal education as well as problem-solving skills in real life. For instance, general education should concern educating global citizen. A series of the Harvard Report on General Education have shown that today general education should preserve the nature of liberal education as well as reflection of the social context.

The Effect of Public Report on Antibiotics Prescribing Rate (급성상기도감염 항생제 처방률 공개 효과 분석)

  • Kim, Su-Kyeong;Kim, Hee-Eun;Back, Mi-Sook;Lee, Suk-Hyang
    • Korean Journal of Clinical Pharmacy
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    • v.20 no.3
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    • pp.242-247
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    • 2010
  • Controlling inappropriate antibiotics prescribing for acute upper respiratory infections(URI) is a very important for prudent use of antibiotics and resistance control. Health Insurance Review and Assessment Service (HIRA) introduced Prescribing Evaluation Program and publicly reported antibiotics prescribing rate for URI of each health institution. We performed segmented regression analysis of interrupted time series to estimate the effect of public report on antibiotics prescribing rate using national health insurance claims data. The results indicate that just before the public report period, clinics' monthly antibiotics prescribing rate for URI was 66.7%. Right after the public report, the estimated antibiotics prescribing rate dropped abruptly by 12.3%p. There was no significant changes in month-to-month trend in the prescribing rate before and after the intervention.

The Relationship between Self-report, Hypothetical Interview, and Observation about Conflict Resolution Strategies between Friends (친구간 갈등해결방식에 대한 자기 보고와 실제 행동의 관계)

  • Kim, Song-Yee
    • Journal of the Korean Home Economics Association
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    • v.44 no.6 s.220
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    • pp.71-78
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    • 2006
  • The purposes of this study were firstly to assess the differences of conflict resolution strategies between friends according to children's peer status, and secondly to investigate the relationship of conflict resolution strategies measured by self-report, hypothetical interview, and observation methods. Thirty-four dayds in elementary 5th graders were selected according to peer status and friendship. Collected data were analyzed tv t-test and Spearman's correlation. The results of this study showed that children's conflict resolution strategies differed according to their peer status. Specially, popular children reported using and experiencing compromising/integrating strategies more than rejected children did. Rejected children reported using and experiencing dominating strategies more than popular children did. Secondly, there were meaningful correlations between compromising/integrating and dominating strategies, as measured by self-report, hypothetical interview, and observation methods. However, no relations emerged among avoiding, obliging, and intervention requesting strategies, as measured by self-report, hypothetical interview, and observation methods.

Development and Evaluation of PDF Report Annotation Tool GABA Facilitating Comment Reuse

  • Kakeshita, Tetsuro;Motoyama, Shoichi
    • International Journal of Contents
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    • v.9 no.2
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    • pp.22-26
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    • 2013
  • Comparing online and paper-based environment for report submission and correction, the former supersedes to the latter, since (1) the turn-around time becomes shorter, (2) teaching opportunity increases, and (3) as a consequence, the student's achievement level becomes higher in the online environment. In this paper, we propose an annotation tool GABA for PDF document in order to reduce correction time by the teachers and to facilitate instruction to students. In a usual class, the same or similar assignments are given to the students. Then it is often the case that many students make similar mistakes. A teacher can register and classify common correction comments to GABA. Report correction time becomes significantly shorter by reusing the registered comments. GABA also provides various support functions in order to assist efficient checking of numerous report files such as (1) sorting of frequently-used comments, (2) similarity-based file sorting, and (3) cross tabulation of comments using category and weight.

A Study on the Records Production Report of Public Institutions (공공기관의 생산현황통보에 관한 연구)

  • Hwang, Jin-hyun
    • The Korean Journal of Archival Studies
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    • no.37
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    • pp.145-188
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    • 2013
  • The purpose of production status report is figuring out the amount of records produced by departments and record centers and establishing plans for transfer and collect of archives. These are the main functions of production status report clarified by Public Records Management Act. Production status report is introduced as the means to control the record management in public institutions which lack the understanding of the record production and management. Up to now, public institutions carry out production status report. However, it only has been done as a formal procedure and records collected unsurely transfer to Archives. The implementation of production status report does not accord with the original purpose. In addition, there are different views about the appropriateness of production status report. Record managers in the field, the researchers who made efforts to state production status report in the law and the archives did not reached the agreement of opinions yet. The objective of this study is not to judge whether production status report is of importance or not. Although its significance is controversial, it's one of the most important record management tasks and it stands the position as the distinct method in Korea. Nonetheless, the issue that production status report lacks efficiency in the field due to the lack of support of forms and systems brings up continuously. Thus, I evaluated current functions of production status report and proposed future improvements so that it accomplishes its original intent and support users in the field.

A Study Comparing Korean, Chinese, and Japanese Fire Investigation Operating System (한.중.일 화재조사 운영체제 비교연구)

  • Choi, Jin-Man;Kim, Kil-Hwan
    • Fire Science and Engineering
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    • v.25 no.4
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    • pp.56-63
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    • 2011
  • When enforcing fire investigation, duty for basic principles, responsibility of investigation, report deadline, and all sorts of standard forms are based on fire investigation report regulation which is internal instructions. This study has a purpose to prepare alternatives that are absent in Korea or have to be strengthened by comparing and examining Japanese and Chinese fire investigation report regulations with Korean one. As a result, it appears that Korea needs to standardize the report deadline of urgency fire and general fire into 30 days when additional investigation is needed, have investigators draw delays reports up when they exceed the deadline not to make work vacuum, and found and organize forms of certificate of custody and return for all fire related materials when investigators require data from fire-related people, to improve whole systems.

Effect of Senior Managers' Characteristics on Project Manager's Reporting Tendencies and Information Systems Development Performance (프로젝트 상급자 특성이 프로젝트관리자의 보고 성향과 시스템 개발성과에 미치는 영향)

  • Jang, Si-Young;Oh, Man-Seok
    • Journal of Information Technology Applications and Management
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    • v.19 no.2
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    • pp.149-179
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    • 2012
  • This study explores the reporting tendencies of project managers when sending a status reports to their respective senior managers in information systems development project. It also examines the effect of selective reporting on report quality and systems development performance. The research model is proposed based on literature survey as well as key points from Iacovou et al. [2009] which is an extension of selective reporting in information systems project. Analysis of responses from 257 project managers in information systems industry indicates that pessimistic reporting by project managers has negative effect on both report quality (mediator variable) and systems development performance, while optimistic reporting has no significant effect on systems development performance. The CEO interest has an impact on the senior manager's power, which in turn leads to optimistic reporting by project managers. The senior manager's character has an impact on the senior manager's leadership, which in turn leads to pessimistic reporting. No direct relationship exists either between CEO interest and optimistic reporting or between senior manager's character and pessimistic reporting. In addition, trust toward the senior managers is significantly related to pessimistic reporting. Finally, report tendencies are also found to be affected by the active/passive characteristics of project managers.

Automatic Reading System for On-off Type DNA Chip

  • Ryu, Mun-Ho;Kim, Jong-Dae;Kim, Jong-Won
    • Journal of Information Processing Systems
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    • v.2 no.3 s.4
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    • pp.189-193
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    • 2006
  • In this study we propose an automatic reading system for diagnostic DNA chips. We define a general specification for an automatic reading system and propose a possible implementation method. The proposed system performs the whole reading process automatically without any user intervention, covering image acquisition, image analysis, and report generation. We applied the system for the automatic report generation of a commercialized DNA chip for cervical cancer detection. The fluorescence image of the hybridization result was acquired with a $GenePix^{TM}$ scanner using its library running in HTML pages. The processing of the acquired image and the report generation were executed by a component object module programmed with Microsoft Visual C++ 6.0. To generate the report document, we made an HWP 2002 document template with marker strings that were supposed to be searched and replaced with the corresponding information such as patient information and diagnosis results. The proposed system generates the report document by reading the template and changing the marker strings with the resultant contents. The system is expected to facilitate the usage of a diagnostic DNA chip for mass screening by the automation of a conventional manual reading process, shortening its processing time, and quantifying the reading criteria.