• 한국컴퓨터정보학회논문지
• /
• 제27권12호
• /
• pp.69-76
• /
• 2022

본 논문에서는 MIMIC-IV(Medical Information Mart for Intensive Care) v2.0 데이터를 이용한 시계열 데이터의 정제 및 가공 방법을 제안한다. 더불어 해당 가공법을 기반으로 정제한 데이터셋을 활용하여 구축한 기계학습 기반의 욕창 조기 경보 시스템을 통해 해당 가공 방법의 유의성을 검증하였다. 구현된 욕창 조기 경보 시스템은 병변이 발생하기 전 12, 24시간에 미리 의료진에게 경보를 주는 시스템이다. 전자의무기록(Electronic Medical Record; EMR) 시스템과 연동하여 실시간으로 환자의 욕창 발생 위험도를 의료진에게 알려 중환자 의사결정을 지원하고, 나아가 효율적인 의료 자원 배분을 가능하게 한다. 여러 기계학습 모델 중 GRU 모델을 사용하였을 때, AUROC 평가지표를 기준으로 발생 전 12시간이 0.831, 24시간이 0.822로 가장 좋은 성능을 보였다.

• 의학교육논단
• /
• 제17권1호
• /
• pp.26-32
• /
• 2015

Recently, the student internship has been introduced in medical schools as a way of preparing students with training experience and medical knowledge by performing clinical practice. This study discusses student internship management and ways to operate the internship effectively. Catholic University of Daegu School of Medicine has set up a 6-week internship program for fourth-year undergraduate students. In most of the sections, students have shown their satisfaction, particularly when they have received appropriate feedback and attention from their professors. The students found that performing the evaluation and treatment of patients and individual chart recording were informative and helpful. However, they felt a lack of basic knowledge and clinical skills and had difficulty in understanding their roles and in time management. The success of an internship depends on the passion and interest that professors show for their students along with active support from the other faculty and thoughtful consideration of patients and all their friends and family members. In addition, with growing awareness of the need for the student internship, it is necessary that the school executive provide financial and administrative support to the faculty and staff, clarify roles and the work needed to perform the tasks, ensure substantiality of the individual program with professors or departments, provide enough preliminary courses, and monitor outcomes and reflection.

• 의료ㆍ복지 건축 : 한국의료복지건축학회 논문집
• /
• 제23권3호
• /
• pp.81-90
• /
• 2017

Purpose: The regional trauma center should be a trauma treatment center equipped with facilities, equipment, and manpower capable of providing optimal treatment such as emergency surgery to a severely traumatized patient upon arrival at the hospital. In order to establish a medical system for effective severe diseases, it is necessary to prepare architectural planning guidelines for the regional trauma centers. Methods:: Analyze the spatial configuration, and the area composition of the regional trauma center, And to provide basic data for building a more efficient regional trauma center. The spatial composition analysis divides the space into initial care, resuscitation, patient area, nursing area, diagnostic test, staff training, staff support, public, and analyzes the area and interconnection of each space. Results: The area that must be included in the regional trauma center is the resuscitation area, the patient area, the diagnostic examination area, architectural planning should be designed to enhance the interconnection of the areas. IIn addition, a regional trauma center should be planned as a separate from the existing facility so that it can be installed and operated independently. Implications: A regional trauma center should be built as a stand alone operation and the space should be planned as a more efficient route.

• 한국의류학회지
• /
• 제45권4호
• /
• pp.598-611
• /
• 2021

The purpose of this study was to investigate the necessary functions and areas of improvement in bras worn by patients during the initial three-month recovery period after a breast augmentation procedure, and a functional bra that fits properly was designed. In order to analyze the necessary functions, a bra was designed after relevant discussions with medical staff and patients who underwent breast augmentation surgeries and considering the advice from bra designers and clothing and textile experts. This bra was designed to protect the surgical scars and minimize the compression by inserting a nonwoven fabric into the shoulder and front parts. In addition, it was designed in a way that could fit the individual breast volume by using a mesh material partially on the upper side of the molded cups. Underwires that could support the breasts were inserted, and a detachable wire was used to suit the patient's needs and the diagnosis by the medical staff. As the bra designed in this study received excellent scores during the evaluation by research subjects and experts, it can be used for designing the prototype of a functional bra.

• 대한간호학회지
• /
• 제30권5호
• /
• pp.1156-1169
• /
• 2000

The study was aimed at developing an independent hospice center model that would be best suited for Korea based on a literature review and the current status of local and international hospices. For the study, five local and six international hospice organizations were surveyed. Components of the hospice center model include philosophy, purpose, resources (workers, facilities, and equipment), allocation of resources, management, financial support and hospice team service. The following is a summary of the developed model: Philosophies for the hospice center were set as follows: based on the dignity of human life and humanism, help patients spend the rest of their days in a meaningful way and accept life positively. On the staff side, to pursue a team-oriented holistic approach to improve comfort and quality of life for terminally ill persons and their families. The hospice center should have 20 beds with single, two, and four bed rooms. The center should employ, either on a part-time or full-time basis, a center director, nurses, doctors, chaplains, social workers, pharmacists, dieticians, therapists, and volunteers. In addition, it will need an administrative staff, facility managers and nurses aides. The hospice should also be equipped with facilities for patients, their families, and team members, furnished with equipment and goods at the same level of a hospital. represented by a center director who reports to a board and an advisory committee. Also, the center director administers a steering committee and five departments, namely, Administration, Nursing Service, Social Welfare, Religious Services, and Medical Service. Furthermore, the center should be able to utilize a direct and support delivery systems. The direct delivery system allows the hospice center to receive requests from, or transfer patients to, hospitals, clinics, other hospice organizations (by type), public health centers, religious organizations, social welfare organizations, patients, and their guardians. On the other hand, the support delivery system provides a link to outside facilities of various medical suppliers. In terms of management, details were made with regards to personnel management, records, infection control, safety, supplies and quality management. For financial support, some form of medical insurance coverage for hospice services, ways to promote a donation system and fund raising were examined. Hospice team service to be provided by the hospice center was categorized into assessment, physical care, emotional care, spiritual care, bereavement service, medication, education and demonstrations, medical supplies rental, request service, volunteer service, and respite service. Based on the results, the study has drawn up the following suggestions: 1. The proposed model for a hospice center as presented in the study needs to be tested with a pilot project. 2. Studies on criteria for legal approval and license for a hospice center need to be conducted to develop policies. 3. Studies on developing a hospice charge system and hospice standards that meet local conditions in Korea need to be conducted.

• 한국농촌간호학회지
• /
• 제3권1호
• /
• pp.34-43
• /
• 2008

Purpose: The purpose of this study was to suggest new direction for domiciliary care for elders provided by public institutions in rural areas. Method: The participants in the study were elders using one of 11 public health care institutions, of which 8 operated day care services exclusively, and 3 operated both day care and short-term respite care services. A survey was conducted using a structured questionnaire that included items on general characteristics of the service users, conditions of the services, personnel, financial status, facilities, and perception of the tasks of the staff. Result: The service content of the day care centers included Western and Chinese medical service, physical services, activities of ADL, nursing care services, meal services and transportation services. Domiciliary care centers provided a wide variety of health and social welfare service for elders. Personnel consisted of 3 to 8 staff for day care centers and 7 to 10 for domiciliary care centers. Both types of centers rely on financial support from local government for operation. The perception of the staff was the need for operation of these centers by public health facilities such as public health centers and sub-centers. Conclusion: The result suggest a need to activate the function of public institutions to provide domiciliary care for elders. For this new change, the role as a social support system must be developed.

• Journal of Hospice and Palliative Care
• /
• 제17권2호
• /
• pp.66-74
• /
• 2014

목적: 본 연구의 목적은 소생술 포기(Do Not Resuscitate, DNR)와 사전의료의향서(Advance Directives, AD)에 대한 환자 보호자와 의료인의 인식을 파악하고 비교하고자 함에 있다. 방법: 이 연구에서는 5개 종합 병원에 입원한 환자 보호자 145명과 이를 담당한 의료인 272명을 대상으로 2009년 9월 21일부터 15일간 조사를 실시하였다. 조사내용은 소생술 포기에 대한 인식 14문항, 연명 의료 중지 선택제에 대한 인식 3문항, 직업유무, 성별, 연령을 포함한 20문항으로 구성하였다. 결과: 소생술 포기와 사전의료의향서에 대한 필요성은 환자 보호자와 의료인에서 모두 높았으며, 특히 의료인이 환자 보호자보다 그 필요성을 더 많이 인식하였다(DNR ${\chi}^2=44.56$, P<0.001; AD ${\chi}^2=16.23$, P<0.001). 의료인은 소생술 포기에 대한 설명을 환자나 환자 보호자에게 제공해야 한다는 인식이 높았으나 환자 보호자의 경우 환자 보다 환자 보호자에게 제공해야 한다는 인식이 높았다. 소생술 포기와 사전의료의향서의 필요성에 대한 주 이유는 '회복 불가능한 환자의 고통 경감'으로 나타났다. 또 소생술 포기 결정 시기는 '말기질환 입원 즉시'가 가장 많았으며 의사결정은 '환자와 환자 가족이 상의하여 결정한다'는 의견이 가장 많았다. 소생술 포기에 대한 지침서의 필요성과 이로 인한 요구도 증가 역시 환자 보호자 보다 의료인이 높게 인식하였다(${\chi}^2=7.41$, P=0.0025). 결론: 이 연구 결과 한국 사회에서 소생술 포기와 사전의료의향서의 결정은 환자 보호자에 의존하는 경향이 높을 것으로 사료되며 따라서 환자와 환자 보호자가 이에 대한 객관적인 정보를 제공받아야 한다. DNR과 AD의 적용은 말기환자의 고통 경감이 주요한 이유로 나타나 호스피스와 연계한 후속 연구의 필요성이 나타났다. 의료인도 환자 보호자와의 인식 차이를 인지하고 DNR과 AD 결정을 위한 의사소통 시 이를 충분히 고려해야 한다.

• 한국방재안전학회논문집
• /
• 제9권1호
• /
• pp.39-45
• /
• 2016

세월호 참사 등 각종 재난에 있어 재난의료대응체계의 문제점이 노출되었는데, 이 중 현장응급의료지원팀의 현장대응 불가, 현장에서의 소방, 의료진의 협업 곤란, 현장의료지원 및 부상자의 수용, 진료를 위한 체계적이고 세부적인 매뉴얼 미비가 중요한 사항이었다. 따라서 2014년 5월부터 중앙응급의료센터 내 재난응급의료상황실 설치 운용에 따른 기존의 비공식적으로 흩어져 있던 재난의료대응 매뉴얼 수집, 수정 및 이에 대한 교육이 필요한 상황이 되었으며, 재난응급의료상황실을 중심으로 한 재난 초기 의료대응체계를 확립할 필요성이 대두되었다. 중앙응급의료센터의 재난의료대응 개선 방안은 신속대응반 중심의 빠른 출동 체계 수립이나, 실제 적용할 체계가 미흡하여, 2014년 2월 응급의료법 개정 시행규칙에 따라 국가와 지자체에 재난대응 매뉴얼을 개발하고 기본안을 마련하기로 하여, 본 연구진은 학술적, 실무적으로 적절한 국가재난의료 매뉴얼을 국내 최초로 개발하였으며, 이를 훈련 및 시뮬레이션을 통하여 적용하였고 그 과정을 정리 분석하였다.

• 대한간호학회지
• /
• 제33권2호
• /
• pp.265-274
• /
• 2003

Purpose: The purpose of this study is to investigate the role of social support in the experience of job stress among hospital nurses. Method: This study was carefully designed to overcome methodological shortcomings found in past research, and examined two organizational effectiveness variables(job satisfaction and organizational commitment) as outcome variables. The sample used in this study consisted of 602 nurses from 5 general hospitals. Data were collected with self-administered questionnaires and analyzed using hierarchical regression and LISREL technique. Result: It was found that: (a) three job stress variables(workload, role conflict and conflict with other medical staff) have negative effects on job satisfaction and organizational commitment; (b) social support have positive main effects on the two output variables; (c) the negative effects of job stress variables on job satisfaction and organizational commitment are not buffered by social support, and (d) social support mediates the effects of job stress on job satisfaction and organizational commitment, and the size of the mediating effects is small. Conclusion: Further research needs to be done to further refine this study.

• 한국직업건강간호학회지
• /
• 제10권1호
• /
• pp.24-40
• /
• 2001

This study is to observe the effectiveness of the applied model and to present the improvement plan and directions for development for the case management practical model suitable for the actual condition of Korea Labor Welfare Co. and needs of the industrial injury patients. The concrete purpose of this study is: First, observe the difference of stressor experience and experience degree between the experimental group and the comparative group. Second, observe the difference of stress of the experimental group and the comparative group. Third, find out how the stress affects the support degree and satisfaction degree. Fourth, present the improvement plan of case management model, which can promote the psychosocial rehabilitation of the industrial injury patient based on the research results. The outline of the main research results identified in this study is as follows. The stressors the industrial injury patients perceived are health problems, family matters, the problems concerning hospital recuperation (hospital staff and environmental problems), economical problems, problems of coming back to society, problems with companies, problems with Korea labour Welfare Co. and other problems. And the experience of stressor was prominently lower in experimental group than comparative group in the whole problem, health problem, problems with Korea Labour-Welfare Co. and other problems. The stressor experience degree was conspicuously lower in experimental group in the whole problem experience degree, health problem experience degree, problem with Korea Labour Co. experience degree and other problem experience degree. Besides whether or not the case management is applied is having a prominent affect on the primary factor affecting the stressor experience degree, therefore the patients applied with case management has less stressor than the patient who didn't. The difference of degree of tension experienced by the stressor in both groups, the degree of stress, was not conspicuous in statistics so it shows that the application of case management in this research has not affected the degree of tension. The field which had been the most help was emotional support in help level the experimental group perceived through applying case management about industrial accident patients and recuperation, compensation problem, medical treatment problem, family matters has been helpful in this order. The help level of the whole problem was in higher level than the middle value. The stress factor which affects the case management problem settlement is the whole body of stress. The satisfaction level of help through applying case management was highest in emotional support and family matters, recuperation problem, company problem, compensation problem, and medical treatment problem was the next highest. The satisfaction level of the whole problem was higher than the middle value. The stress factor affecting the satisfaction level of help is the whole body of stress. Therefore to reduce the stress level of industrial accident patients and for them to come back to local societies, we need to reinforce the continuance and responsibility of case management model, increase staff, reinforce the role of counsel and medical treatment, intervene in the patient's plan of leaving the hospital, develop social support system and the need to establish After Care Center.