• Title/Summary/Keyword: Patient's data

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A Relation Study on Burden, Health promotion Behavior and Health Status of the Family Caregiver of Intensive Care Unit Patient (중환자 가족의 부담감, 건강증진행위 및 건강상태에 관한 연구)

  • 김은실;박정숙;박청자
    • Journal of Korean Academy of Nursing
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    • v.32 no.5
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    • pp.654-664
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    • 2002
  • The purpose of this study was to identify the burden, health promotion behavior and health status and to describe the relationship of the burden, health promotion behavior and health status of the family caregivers of intensive care unit patients. Method: The subjects were 48 family caregivers of ICU patients in a University Hospital. Data were collected between June, 1 and July, 31, 2000 using structured questionnaires. Research tools used were Suh and Oh's Burden Scale, Revised Walker, Sechrist, & Pender's HPLP(1987) ; Revised Nam's Health State Scale(1965). Result: The mean score of burden of family caregiver was 3.01(full score was 5). The mean score of health promotion behavior of family caregiver was 2.52(full score was 4). And the mean score of health status of family caregiver was 0.68(full score was 1.00). The score of psychological health state was a little higher than the physiological one. In correlational analysis, the burden and the health status of caregivers were reversely correlated . The correlation between the burden and the health promotion behavior, and the health behavior and health status were not significant. Conclusion: The more burden caregivers of ICU patients felt, the worse their health status. So nurses need to understand the family caregiver's burden and apply nursing care that can reduce burden, in order to improve the health status of family caregivers.

A Simulation Analysis for the Shortening of the Patients' Stay Time in the Emergency Department (응급실 체류시간 단축을 위한 시뮬레이션 분석)

  • Lee, Jung-Man;Kim, Mi-Yi;Kim, Dong-Hyun;Lee, Jong-Il;Kim, Ki-Man;Lee, Young-Hoon;Kim, Seung-Ho;Park, Yu-Suk
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.32 no.4
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    • pp.17-24
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    • 2009
  • The purpose of this research is to find the reasons of overcrowding in the emergency department of an hospital, then to shorten the total stay time of patients. The fact that main causes of the overcrowding exist in the process of the emergency department was discovered by analysis of the data. In order to improve these process, simulation model was developed by ARENA 7.0. Staff's service time, staff's organization, process ratio, and patient's waiting time were estimated in the simulation model in consideration of the decision of the patient's course of action. Several scenarios such as the simplification of the process, the setup of dedicated pathology lab, and mixed method were suggested and evaluated. Total stay time of the patients would be reduced up to 28.45%.

A Study of Patient's Privacy Protection in U-Healthcare (유헬스케어에서 환자의 프라이버시 보호 방안 연구)

  • Jeong, Yoon-Su;Lee, Sang-Ho
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.22 no.4
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    • pp.913-921
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    • 2012
  • On the strength of the rapid development and propagation of U-healthcare service, the service technologies are full of important changes. However, U-healthcare service has security problem that patient's biometric information can be easily exposed to the third party without service users' consent. This paper proposes a distributed model according authority and access level of hospital officials in order to safely access patients' private information in u-Healthcare Environment. Proposed model can both limit the access to patients' biometric information and keep safe system from DoS attack using time stamp. Also, it can prevent patients' data spill and privacy intrusion because the main server simultaneously controls hospital officials and the access by the access range of officials from each hospital.

A Study for Management System of Integrity PACS Data Using DICOM Object (DICOM 객체를 활용한 무결성 PACS Data 관리시스템 구현)

  • Park, Bum-Jin;Jeong, Jae-Ho;Son, Gi-Gyeong;Jung, Young-Tae;Kang, Hee-Doo
    • Korean Journal of Digital Imaging in Medicine
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    • v.15 no.1
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    • pp.9-20
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    • 2013
  • PACS is one of the most used medical information system and share information from other hospitals through the PACS. Data integrity means zero defects data and this is a prerequisite of information system performance. but I wonder if I can trust these informations that Incorrect information from radiotechnologist's mistakes, anonymous in emergency department, Newborn baby department, modified informations at later. And Modified informations causes defect in integrity of the data. When we import, we use DICOM header not DB data. so error occurs that DB data is deferent with DICOM Header information. This paper discusses to resolve as above problem using DICOM object such as DICOM PR, SR. And propose quality management system that can guarantee the patient information and can manage exam history.

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A Study on the Muscle Activity and Fatigue of Hand Muscle for the Presentation of Normative Data in Labor Environment (노동현장 기준데이터 제시를 위한 손근육의 근활성도 및 근피로도에 관한 연구)

  • Kim, Kyoung-Hyun;Lee, Ho-Yong;Shin, Hwa-Young;Jeong, Seong-Hun;Kim, Sung-Hwan
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.57 no.12
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    • pp.2336-2344
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    • 2008
  • In this paper, muscular activity and muscle fatigue of FDI(first dorsal interosseous muscle) and thenar muscle of hand was analyzed with surface EMG signal based on four kinds of attitudes(grip, tip, key and palmar) to measure grip strength and pinch strength after hand operation and rehabilitation treatment. The normative data are needed to interpret evaluation data to assess a patient's ability to return to labor environment. The preceding researchers proposed the standard data only by studying on maximum grip strength and the maximum pinch strength followed by each attitude of subjects' hands. But in this study, the muscle activity and muscle fatigue were considered under the various attitude to propose normative data. As a results, the muscle fatigue may be used only for presentation of normative data in labor environment.

Recording natural head position using an accelerometer and reconstruction from computed tomographic images

  • Park, Il Kyung;Lee, Keun Young;Jeong, Yeong Kon;Kim, Rae Hyong;Kwon, Dae Gun;Yeon, Sunghee;Kwon, Kyung-Hwan
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • v.43 no.4
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    • pp.256-261
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    • 2017
  • Objectives: The concept of natural head position (NHP) was first introduced by Broca in 1862, and was described as a person's stable physiologic position "when a man is standing and his visual axis is horizontal." NHP has been used routinely for clinical examination; however, a patient's head position is random during cone-beam computed tomography (CBCT) acquisition. To solve this problem, we developed an accelerometer to record patients' NHP and reproduce them for CBCT images. In this study, we also tested the accuracy and reproducibility of our accelerometer. Materials and Methods: A total of 15 subjects participated in this study. We invented an accelerometer that measured acceleration on three axes and that could record roll and pitch calculations. Recorded roll and pitch data for each NHP were applied to a reoriented virtual image using three-dimensional (3D) imaging software. The data between the 3D models and the clinical photos were statistically analyzed side by side. Paired t-tests were used to statistically analyze the measurements. Results: The average difference in the angles between the clinical photograph and the 3D model was $0.04^{\circ}$ for roll and $0.29^{\circ}$ for pitch. The paired t-tests for the roll data (P=0.781) and the pitch data (P=0.169) showed no significant difference between the clinical photographs and the 3D model (P>0.05). Conclusion: By overcoming the limitations of previous NHP-recording techniques, our new method can accurately record patient NHP in a time-efficient manner. Our method can also accurately transfer the NHP to a 3D virtual model.

Construction of e-Emergency Service System Infrastructure in Busan Metropolitan City (부산광역시 e-응급서비스시스템 인프라 구축)

  • Kim, Hyung-Hoi;Cho, Hune;Kim, Hwa-Sun;Cho, Suck-Ju
    • Journal of Korea Multimedia Society
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    • v.11 no.9
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    • pp.1267-1276
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    • 2008
  • The time taken for an ischemic heart disease patient to have a percutaneous coronary intervention because of acute myocardial infarction after arriving at the hospitals (door-to-balloon time) affects the patient's mortality significantly. To improve the emergency service system that has been previously used in the hospitals, this study focused on reducing door-data time and data-to-decision time among three time stages. The newly established e-emergency service system has set up the database of patients that had an emergency operation for acute myocardial infarction in the emergency service system of the hospital and has issued health cards for the patients that regularly visit the Busan National University Hospital. In addition, it has stored prior operation permits in the form of a certified electronic document. The new electronic system will reduce the complex treatment and operation procedures innovatively. Therefore, it is expected that this will make the life save (or the emergency patients easier and reduce the mortality. Moreover, it will also settle down the hospital staff's and patients' predicaments caused by the complex procedure of the legacy system.

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Edge Computing Model based on Federated Learning for COVID-19 Clinical Outcome Prediction in the 5G Era

  • Ruochen Huang;Zhiyuan Wei;Wei Feng;Yong Li;Changwei Zhang;Chen Qiu;Mingkai Chen
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.4
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    • pp.826-842
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    • 2024
  • As 5G and AI continue to develop, there has been a significant surge in the healthcare industry. The COVID-19 pandemic has posed immense challenges to the global health system. This study proposes an FL-supported edge computing model based on federated learning (FL) for predicting clinical outcomes of COVID-19 patients during hospitalization. The model aims to address the challenges posed by the pandemic, such as the need for sophisticated predictive models, privacy concerns, and the non-IID nature of COVID-19 data. The model utilizes the FATE framework, known for its privacy-preserving technologies, to enhance predictive precision while ensuring data privacy and effectively managing data heterogeneity. The model's ability to generalize across diverse datasets and its adaptability in real-world clinical settings are highlighted by the use of SHAP values, which streamline the training process by identifying influential features, thus reducing computational overhead without compromising predictive precision. The study demonstrates that the proposed model achieves comparable precision to specific machine learning models when dataset sizes are identical and surpasses traditional models when larger training data volumes are employed. The model's performance is further improved when trained on datasets from diverse nodes, leading to superior generalization and overall performance, especially in scenarios with insufficient node features. The integration of FL with edge computing contributes significantly to the reliable prediction of COVID-19 patient outcomes with greater privacy. The research contributes to healthcare technology by providing a practical solution for early intervention and personalized treatment plans, leading to improved patient outcomes and efficient resource allocation during public health crises.

Radiation Doses and Quality Assurance in Cone Beam CT(CBCT) (임상가를 위한 특집 4 - CBCT 검사법의 정도관리 및 선량)

  • Choi, Yong-Suk;Kim, Gyu-Tae;Hwang, Eui-Hwan
    • The Journal of the Korean dental association
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    • v.52 no.3
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    • pp.153-163
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    • 2014
  • 3-dimensional information for anatomic stucture plays a role as integral part in clinical aspect of dental practice. CBCT(cone beam computed tomography) has been accepted as useful diagnostic tool offering Volume data and images for evaluating teeth and jaws in lower radiation dose than conventional CT. CBCT equipment is essential for the quality assurance of it to ensure continued satisfactory performance and result of adequate images. Dental practitioner and oral and maxillofacial radiologist should have a responsibility and critical thinking to deliver this technology to patients in a responsible way, so that diaganostic value is maximised and radiation doses kept as low as resonably achievable. CBCT imaging modality should be used only after a review of the patient's health and imaging history and the completion of a thorough clinical examination. Clinical guidelines are systematically developed statements to assist practitioner and patient decisions about appropriate health care for specific clinical circumstances Dental practitioners should prescribe CBCT imaging only when they expect that the diagnostic yield will benefit patient care, enhance patient safety or improve clinical outcomes significantly. Knowledge of patient dose is essential for clinicians who are making the decision regarding the justification of the exposure. There are some limitation in the measurement of patient dose in CBCT for the approval and adaptation of conventinal methodolgy in CT. It is also important to ensure that doses are optimised and in line with any national and international guidelines. The higher radiation doses of CBCT compared with conventional radiography, mean that high standards must be maintained. The Quality Assurance(QA) programme should entail surveys and checks that are performed according to a regular timetable. QA programme should be maintained by staff to ensure adherence to the programme and to raise its importance among staff.

Perception and Work Performance of Patient Safety among Nurses Working in Long-term Care Hospitals (요양병원 간호사의 환자안전인식도와 업무수행도 비교)

  • Moon, Ok Nyun;Kim, Young Im;Geun, Hyo Geun
    • Korean Journal of Occupational Health Nursing
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    • v.25 no.2
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    • pp.118-129
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    • 2016
  • Purpose: This study aims to examine the levels of the perception and work performance of patient safety based on the healthcare accreditation criteria among long-term care hospital nurses. Methods: A cross-sectional study was performed using questionnaires. Out of 205 criteria, 39 items relevant to patient safety were selectively adapted for this study. Data were analyzed with descriptive statistics, t-test, ANOVA, and Pearson correlation coefficient. Results: The mean scores of perception and work performance were 4.36 and 4.24 out of 5, respectively, and the difference between them was significantly different (t=5.78, p<.001). The two variables were both significantly higher among those nurses who were older, married, head nurses, had many nursing experiences, and aware of Healthcare Accreditation than the other nurses. Positive correlations were observed between perception and work performance in all three sub-systems. The relations between these two in the patient care system was the most highly correlated (r=.894, p<.001). The lowest scores of perception and work performances were fire-related criteria (i.e., reporting). Conclusion: Overall, subject's perception proves to be higher than their work performance. It is necessary to develop some viable environment and training programs to enhance their work performance up to the level of their perception of patient safety.