• Title/Summary/Keyword: practical work

Search Result 2,328, Processing Time 0.025 seconds

Dependency of Generator Performance on T1 and T2 weights of the Input MR Images in developing a CycleGan based CT image generator from MR images (CycleGan 딥러닝기반 인공CT영상 생성성능에 대한 입력 MR영상의 T1 및 T2 가중방식의 영향)

  • Samuel Lee;Jonghun Jeong;Jinyoung Kim;Yeon Soo Lee
    • Journal of the Korean Society of Radiology
    • /
    • v.18 no.1
    • /
    • pp.37-44
    • /
    • 2024
  • Even though MR can reveal excellent soft-tissue contrast and functional information, CT is also required for electron density information for accurate dose calculation in Radiotherapy. For the fusion of MRI and CT images in RT treatment planning workflow, patients are normally scanned on both MRI and CT imaging modalities. Recently deep-learning-based generations of CT images from MR images became possible owing to machine learning technology. This eliminated CT scanning work. This study implemented a CycleGan deep-learning-based CT image generation from MR images. Three CT generators whose learning is based on T1- , T2- , or T1-&T2-weighted MR images were created, respectively. We found that the T1-weighted MR image-based generator can generate better than other CT generators when T1-weighted MR images are input. In contrast, a T2-weighted MR image-based generator can generate better than other CT generators do when T2-weighted MR images are input. The results say that the CT generator from MR images is just outside the practical clinics and the specific weight MR image-based machine-learning generator can generate better CT images than other sequence MR image-based generators do.

A Study on the Considerations in Developing Guidelines for Recording Preferred Title of Music Works (음악저작 우선표제 기술 지침 개발시 고려사항에 관한 연구)

  • Mihwa Lee
    • Journal of the Korean Society for Library and Information Science
    • /
    • v.58 no.1
    • /
    • pp.373-393
    • /
    • 2024
  • This study aims to propose the considerations for developing the guidelines for recording a preferred title in musical works by analyzing the RDA rules and guidelines of several national libraries. First, RDA rules were analyzed, and the primary rules for consideration were examined by reviewing RDA application guidelines from eight national libraries that have developed their own guidelines for alternatives and options of RDA rules. Then, by analyzing the contents of each guideline, including MLA, LC-PCC, and DACH, practical considerations was to provide. First, the original language title should be adopted in the selection of preferred title, but if the title in the original language is not suitable for domestic users, the title in other languages should be used. Second, the preferred title was examined in aspects of works with one part, works with more than one part, the complete works of one author, the compilation of a specific type of composition, the incomplete compilation, and the compilation of several composers. Third, medium of performance, numeric numbers, key, and other identifying characteristics were presented as additional factors for consideration in the recording. Fourth, it is necessary to designate or present a control vocabularies for the types of compositions and the medium of performance. This study suggests considerations in developing guidelines for recording the preferred title for RDA musical works, and it will be possible to contribute to the development of rules related to preferred titles for musical works and guidelines for recording the preferred title for musical works in libraries.

Basic Properties and Solution Behavior of New Naturally Derived Cosmetic Preservative, and Stability of Cosmetic Formulation (신규 화장품용 천연유래 보존제의 물성 측정, 용액 거동 및 보존제 포함 화장품의 제형 안정성)

  • Subin Shin;Jeongeun Park;Nayeon Ko;Mijung Kim;Hyewon Shin;Dasom Lee;Narae Kim;Taeshik Earmme;Gugin Jeong;Joonwon Bae
    • Applied Chemistry for Engineering
    • /
    • v.35 no.2
    • /
    • pp.122-127
    • /
    • 2024
  • Cosmetic preservatives are an important class of ingredients in terms of ensuring sustainable use and providing customer satisfaction. Recently, a great deal of interest has been drawn to the production and use of toxic-free, naturally derived preservatives. In this work, a new naturally derived preservative (laurimino bispropanediol, LB) was developed to replace the most widely used diol preservatives, such as 1,2-hexanediol or 1,2-octanediol. The basic properties of the obtained preservative were measured, and the solution behavior of the preservative in an aqueous medium was examined. The feasibility of micelle formation in the preservative solution was investigated using the fluorescence (FL) based pyrene method. Micelle formation was feasible owing to the relatively long hydrophobic chains and increased hydroxyl groups in the preservative molecules. The emulsification capability of the preservative was assessed using the Rosano and Kimura method, showing that the preservative possessed emulsifying capability in an organic solvent (benzene) and soy bean oil. In addition, the dispersion stability of cosmetic formulations, including the new LB preservatives such as essence and lotion, was demonstrated by comparing the light transmittance of the formulations. This article provides important information for future research regarding the synthesis and practical applications of new toxic-free naturally derived preservatives.

A Study on for the Needs and Plans for Convergence Safety Engineering (융·복합 안전공학의 필요성 및 방안에 관한 연구)

  • Kim Dongchun;Lee Junsung
    • Journal of the Korea Institute of Construction Safety
    • /
    • v.6 no.1
    • /
    • pp.19-26
    • /
    • 2024
  • In this study, we analyzed the status of safety management in industrial sites and fatal accident statistics to identify problems and suggest directions for increasing the utilization of convergence engineering. Current industrial site safety management is passive, formal, and unsystematic, and at the same time, the delivery of information on site safety management is very insufficient. In addition, domestic occupational safety and health education was not systematic and could not be considered effective as it was repeating past education forms. Recently, ICT technology has been introduced throughout the industry, and this study suggests several directions for the introduction of convergence safety engineering. Keke is the organization and operation of school curriculum in a convergent manner. In addition, we proposed a plan to apply VR content and experiential education so that safety management education can be conducted in a practical and realistic manner. Lastly, it was proposed to provide differentiated education by industry and type of work, taking into account the characteristics of various industrial sites. It is expected that the results of this study will be able to emphasize the need for convergence and integrated safety education for those involved in the field of domestic industrial safety management and education.

Analysis on the Perception of the Cyber Dysfunction in the Intelligent Information Society According to the Introduction of the Bright Internet Trust Network (Bright Internet 신뢰네트워크 도입에 따른 지능정보사회의 사이버 역기능 해소에 대한 인식 분석)

  • Gyoo Gun Lim;Jae Ik Ahn
    • Information Systems Review
    • /
    • v.22 no.3
    • /
    • pp.99-118
    • /
    • 2020
  • At present, our society is developing into the intelligent information society in the wave of the 4th industrial revolution, and this change will have the positive effect of innovating all industry fields. However, due to the duality of technology, there will be positive and negative effects. With intelligence, threats to cyber dysfunction such as hacking, terrorism, privacy infringement, and illegal content distribution will become more serious. Until now, the security system of the Internet has been a proactive security system, but in recent years, a proposal for a trust network, a preventive security system, has been introduced. Therefore, this study aims to analyze the possibility of resolving cyber dysfunction of intelligent information society about Bright Internet, one of trust network technologies. This study defines the cyber dysfunction of the intelligent information society and analyzes the perceptions of changes in the cyber dysfunction of the intelligent information society on the introduction of the five principles of the Bright Internet. The change of cyber dysfunction severity of the intelligent information society due to the introduction of the trust network is analyzed to reflect the technical and social demands. This work will guide the structure of the trust network and the direction of practical technological introduction and its influence.

The Relationship between Workplace Bullying and Depression: The Roles of Psychological Safety and Supervisor and Co-worker Compassion (직장 내 괴롭힘과 우울증의 관계: 심리적 안전감과 상사와 동료의 컴패션의 역할)

  • Sara Rousalova;Kwang Tae Kim;Hyewon Lee;Young Woo Sohn
    • The Korean Journal of Coaching Psychology
    • /
    • v.7 no.3
    • /
    • pp.27-55
    • /
    • 2023
  • Employee well-being, along with its associated barriers and improvement strategies, has become an escalating concern for researchers and organizations worldwide. This study examined the mechanism behind workplace bullying and depression, exploring the role of psychological safety as a mediating factor. Additionally, we investigated the potential impact of organizational compassion, distinguishing between supervisor and co-worker compassion, as a means of supporting employees subjected to workplace bullying. Based on an analysis of 392 online survey responses from full-time employees in South Korea, our findings demonstrate that workplace bullying undermines psychological safety, resulting in increased depression rates among employees. As anticipated, supervisor compassion mitigated the adverse effect of workplace bullying, whereas co-worker compassion did not exhibit the same moderating effect. These results emphasize the importance of fostering a supportive and compassionate work environment led by supervisors to lessen the strain on employee well-being. Theoretical and practical implications, along with directions for future research, are discussed.

Power Distance Profiles in Organizations: A Cluster-Analytic Approach and Associations with Organizational Outcomes (조직과 개인의 권력거리 간 하위집단 탐색: 조직 결과 변인과의 관계)

  • Chung, Eun Kyoung;Jung, Yeseul
    • The Korean Journal of Coaching Psychology
    • /
    • v.7 no.3
    • /
    • pp.109-125
    • /
    • 2023
  • This study aimed to investigate the influence of power distance on organizational outcome variables from the perspective of employee-organizational fit. Through cluster analysis, we sought to identify the subgroups that exist based on the combination of employees' power distance and organizational power distance. Additionally, we examined whether differences exist among these subgroups in terms of positive and negative organizational outcomes. A total of 398 participants were included in the study, and three distinct clusters were identified through cluster analysis. Cluster 1 comprised individuals with low power distance among employees and high power distance within the organization(LH), Cluster 2 consisted of individuals with high power distance in both employees and organizations(HH), and Cluster 3 represented individuals with significantly higher power distance among employees compared to their respective organizations(HL). When analyzing the differences between these three subgroups in relation to organizational outcomes, no significant differences were found in positive work affects. Overall, the LH group exhibited the most favorable organizational results, while the HH group displayed the most negative organizational outcomes. In light of these findings, we discussed the academic and practical implications of this study, as well as its limitations.

Study on Developing the Information System for ESG Disclosure Management (ESG 정보공시 관리를 위한 정보시스템 개발에 관한 연구)

  • Kim, Seung-wook
    • Journal of Venture Innovation
    • /
    • v.7 no.1
    • /
    • pp.77-90
    • /
    • 2024
  • While discussions on ESG are actively taking place in Europe and other countries, the number of countries pushing for mandatory ESG information disclosure related to non-financial information of listed companies is rapidly increasing. However, as companies respond to mandatory global ESG information disclosure, problems are emerging such as the stringent requirements of global ESG disclosure standards, the complexity of data management, and a lack of understanding and preparation of the ESG system itself. In addition, it requires a reasonable analysis of how business management opportunities and risk factors due to climate change affect the company's financial impact, so it is expected to be quite difficult to analyze the results that meet the disclosure standards. In order to perform tasks such as ESG management activities and information disclosure, data of various types and sources is required and management through an information system is necessary to measure this transparently, collect it without error, and manage it without omission. Therefore, in this study, we designed an ESG data integrated management model to integrate and manage various related indicators and data in order to transparently and efficiently convey the company's ESG activities to various stakeholders through ESG information disclosure. A framework for implementing an information system to handle management was developed. These research results can help companies facing difficulties in ESG disclosure at a practical level to efficiently manage ESG information disclosure. In addition, the presentation of an integrated data management model through analysis of the ESG disclosure work process and the development of an information system to support ESG information disclosure were significant in the academic aspects needed to study ESG in the future.

An identification of determinants to the development of intrapreneurial intention in small & medium sized local hospital in South Korea

  • Chang Hun Lee;Michael G. Hathorn;Doo Young Lee
    • Korea Journal of Hospital Management
    • /
    • v.29 no.2
    • /
    • pp.57-79
    • /
    • 2024
  • Purpose: The present study identified the determinants in the development of intrapreneurial intention in small and medium-sized local hospitals. A careful literature review led to the development of a conceptual model which identified two types of employee competence-individual competence and managerial competence-to influence intrapreneurial orientation positively. It was hypothesized that intrapreneurial orientation predicts intrapreneurial intention and is mediated by intrapreneurial commitment. Methodology/Approach: The target population was chosen from two medical institutions of 'D' Hospital and 'E' Geriatric Hospital in Changwon City, South Korea. Samples were collected from 299 respondents who completed a structured questionnaire. Findings: The results from a structural equation modeling statistical analysis indicated that (1) individual competence and managerial competence positively and significantly predict intrapreneurial orientation, (2) intrapreneurial orientation positively and significantly influences intrapreneurial intention, (3) intrapreneurial commitment partially mediates the relation of intrapreneurial orientation to intrapreneurial intention, and (4) the mediation effect of intrapreneurial commitment was significant in the medical-personnel group, but not in the non-medical group. Practical Implications: Overall findings from the present work provide vital insights into understanding the preconditions for developing employee intrapreneurship in small and medium-sized local hospitals.

  • PDF

A Study on the Development of an Integrated Implementation Model for Digital Transformation and ESG Management (디지털 트랜스포메이션과 ESG 경영의 통합 추진을 위한 모델 개발에 관한 연구 )

  • Kim, Seung-wook
    • Journal of Venture Innovation
    • /
    • v.7 no.3
    • /
    • pp.85-100
    • /
    • 2024
  • ESG management refers to corporate management that takes into account environmental, social, and governance factors, while digital transformation goes beyond the mere automation or digitization of existing tasks to drive an innovative change in the essence of work and the way value is created. Therefore, digital transformation can help companies achieve ESG goals and implement sustainable business practices, establishing a complementary relationship between digital transformation and ESG management for corporate sustainability and growth. This relationship maximizes the synergy of integrating digital transformation with ESG management, enabling companies to utilize resources efficiently and prevent redundant investments, ultimately enhancing sustainable management performance. In this study, we propose the simultaneous promotion of business process reengineering (BPR), in which both digital transformation and ESG management are integrated. This is because the collection, analysis, and decision-making processes related to various data for promoting ESG management must be organically integrated with digital transformation technologies. Therefore, we analyzed each ESG management objective presented in the K-ESG guidelines and identified the corresponding digital transformation technologies through expert interviews and a review of prior research. The K-ESG guidelines serve as a useful ESG diagnostic system that enables companies to identify improvement tasks and manage performance based on goals through self-assessment of ESG levels. By developing a model based on the K-ESG guidelines for the integrated promotion of digital transformation and ESG management, companies can simultaneously improve ESG performance and drive digital innovation, reducing redundant investments and trial-and-error while utilizing diverse resources efficiently. This study provides practical and academic implications by developing a concrete and actionable new research model for researchers and businesses.