• Title/Summary/Keyword: Medical Device Management

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Subnet Generation Scheme based on Deep Learing for Healthcare Information Gathering (헬스케어 정보 수집을 위한 딥 러닝 기반의 서브넷 구축 기법)

  • Jeong, Yoon-Su
    • Journal of Digital Convergence
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    • v.15 no.3
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    • pp.221-228
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    • 2017
  • With the recent development of IoT technology, medical services using IoT technology are increasing in many medical institutions providing health care services. However, as the number of IoT sensors attached to the user body increases, the healthcare information transmitted to the server becomes complicated, thereby increasing the time required for analyzing the user's healthcare information in the server. In this paper, we propose a deep learning based health care information management method to collect and process healthcare information in a server for a large amount of healthcare information delivered through a user - attached IoT device. The proposed scheme constructs a subnet according to the attribute value by assigning an attribute value to the healthcare information transmitted to the server, and extracts the association information between the subnets as a seed and groups them into a hierarchical structure. The server extracts optimized information that can improve the observation speed and accuracy of user's treatment and prescription by using deep running of grouped healthcare information. As a result of the performance evaluation, the proposed method shows that the processing speed of the medical service operated in the healthcare service model is improved by 14.1% on average and the server overhead is 6.7% lower than the conventional technique. The accuracy of healthcare information extraction was 10.1% higher than the conventional method.

Mobile Remote Healthcare in Ubiquitous Computing Environments (유비쿼터스 환경에서 모바일을 이용한 원격 헬스케어)

  • Kang, Eun-Young;Im, Yong-Soon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.8 no.6
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    • pp.55-61
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    • 2008
  • In this paper, we proposed a multi-agent based healthcare system (MAHS) which is the combination of medical sensor module and wireless communication technology. This MAHS provides wide services to mobile telemedicine, patient monitoring, emergency management, doctor's diagnosis and prescription, patients and doctors, information exchange between hospital workers in a long distance. Also, MAHS is connected to Body Area Network (BAN) and a doctor and hospital workers. In addition, we designed and implemented extended JADE based MAHS that reduces hospital server's burden. Agents gather, integrate, and deliver the collected patient's information from sensor, and provide presentation in healthcare environment. Proposed MAHS has advantage that can handle urgent situation in the far away area from hospital like Islands through PDA and mobile device. In addition, by monitoring condition of patient (old man) in a real time base, it shortens time and expense and supports medical service efficiently.

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Evaluation of Cranial Sacral Therapy (CST) Based Pillow on Sleep Induction Using the Electroencephalogram (EEG) (뇌파를 이용한 두개천골요법 기반 베개의 수면유도 효과 검증)

  • Kwon, Hyeok Chan;Phyo, Jung Bin;Park, Yong Gil;Lee, Hyun Ju;Tae, Ki Sik
    • Journal of Biomedical Engineering Research
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    • v.39 no.1
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    • pp.55-61
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    • 2018
  • The purpose of this study was to investigate the effect of a pillow simulated with cranial sacral therapy (CST) on sleep induction using electroencephalography (EEG). This study included 12 voluntary participants divided into experimental group (CST group) and control group (Non-CST group) to observe EEG changes. The position of the electrode for EEG measurement consists of 8 channels electrodes (Fp1, Fp2, F3, F4, T3, T4, P3 and P4). In this study, we measured the fall asleep time, change of brain activity and sleep wave ratio using EEG wave (${\delta}$, ${\theta}$, ${\alpha}$, ${\beta}$ and ${\gamma}$). As a result, the mean fall asleep time of the experimental group was shorter than that of the control group significantly (p < 0.001). Also in comparison with the control group, both the delta (d) and theta (q) wave corresponding to the slow waves showed a larger increase and the alpha (a) wave showed a larger decrease significantly. The slow waves of experimental group showed a higher rate of significant increase than the control group (p < 0.001). Therefore this study showed that pillow based on CST had an effective in improving sleep induction and quality.

Simultaneous Heat-Massage Therapy for Migraine Without Aura : A Case Report (무전조성 편두통 환자에서 온열과 마사지 동시 치료의 효과: 증례보고)

  • Lee, Kwang-Jae;Yoon, Yong-Soon
    • Journal of Digital Convergence
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    • v.18 no.8
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    • pp.505-509
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    • 2020
  • A migraine was a headache disorder characterized by recurrent moderate to severe headaches. The diagnosis was based on clinical signs and symptoms. Medication, physical therapy, nerve block, and nerve stimulation could be applied for treatment. This report described a case of severe migraine without aura that lasted several weeks periodically in a 59-year-old woman. Periodic headache had lasted for more than 14 years, and although she took medicines and nerve blocks, severe pain (VAS 7) was persisted. We recommended her to use the thermo-spinal massage device (CGM MB-1401, CERAGEM Inc., Cheonan, South Korea) continuously three times a week applying in semi-automatic mode around the neck for 40 minutes. There was no change in the pain scale in the automatic mode for the first 4 weeks. Subsequently, the semi-automatic mode of the cervical area was treated for 2 weeks to relieve the pain scale, and it was confirmed that the relieved state maintained for 2 months. This case highlighted the importance in considering thermo-spinal massage devices for managing migraine without aura.

Development and Performance Evaluation of Parallel Sequence Analysis System on PC-Cluster (PC-Cluster 기반 병렬형 유전자 서열 검색 시스템의 개발 및 성능 평가)

  • Shin Yong-Won;Park Jeong-Seon
    • Journal of Biomedical Engineering Research
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    • v.25 no.6
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    • pp.617-621
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    • 2004
  • In recent, researchers in the field of Bioinformatics need to analyze thousands of genome sequences efficiently according to introduce of new analysis methods and technologies such as genome expression microchip. This rapid growth in the field of bio-engineering needs computing resources to analyze rapidly for genome sequences, but it does not introduce the computing resources due to an enormous investment expense. The core factor of this study is integrated environment based PC-Cluster system & high speed access rate up to 155Mbps, continuous collection system for bio-information at home and abroad. The results of the study are establishment & stabilization of information and communication infrastructure, establishment & stabilization of high performance computer network up to 155Mbps, development of PC-Cluster system with 32 nodes, a parallel BLAST on Cluster system, which can provides scalable speedup in terms of response time, and development of collection & search system for bio-information.

Role Based Smart Health Service Access Control in F2C environment (F2C 환경에서 역할 기반 스마트 헬스 서비스 접근 제어)

  • Mi Sun Kim;Kyung Woo Park;Jae Hyun Seo
    • Smart Media Journal
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    • v.12 no.7
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    • pp.27-42
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    • 2023
  • The development of cloud services and IoT technology has radically changed the cloud environment, and has evolved into a new concept called fog computing and F2C (fog-to-cloud). However, as heterogeneous cloud/fog layers are integrated, problems of access control and security management for end users and edge devices may occur. In this paper, an F2C-based IoT smart health monitoring system architecture was designed to operate a medical information service that can quickly respond to medical emergencies. In addition, a role-based service access control technology was proposed to enhance the security of user's personal health information and sensor information during service interoperability. Through simulation, it was shown that role-based access control is achieved by sharing role registration and user role token issuance information through blockchain. End users can receive services from the device with the fastest response time, and by performing service access control according to roles, direct access to data can be minimized and security for personal information can be enhanced.

Effect of Inhaled Steroids on the Cortisol Concentration by Different Dosage or Delivery Method (흡입성 스테로이드 제제의 투여용량 및 방법이 기저 코르티솔농도에 미치는 영향)

  • Lee, Yong-Chul;Rhee, Yang-Keun
    • Tuberculosis and Respiratory Diseases
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    • v.42 no.6
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    • pp.888-899
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    • 1995
  • Background: Topical inhaled steroids, budesonide(Bu) and beclomethasone dipropionate (BOP), are now established as effective drugs in the management of chronic asthma. These drugs have high topical anti-inflammatory effect with low systemic activity. This study was performed to determine the effects of two inhaled corticosteroids, Bu and BOP, on the adrenocortical supression in 44 patients with bronchial asthma or chronic obstructive pulmonary disease. Methods: The adrenocortical function was assessed by measurement of serum cortisol concentration at 8 o'clock in morning and free cortisol in 24-hour urine collection at interval in 44 patients. No steroid was administered during the pretreatment period of 10 days and the final 6 days of the study. Each subject inhaled BOP or Bu, in daily doses of 800 or 1,600 micrograms for 12 days. The dose was delivered by metered dose inhaler (MDI) or diskhaler or large spacing device attached to MDI. Results: The levels of serum cortisol and 24-hour urinary free cortisol were decreased during the treatment period in patients inhaled Bu delivered by MDI in daily doses of 800 and 1,600 micrograms. In contrast, serum cortisol level was decreased on 6 and 12th day of treatment period in patients with BDP diskhaler in daily doses of 800 micrograms. In daily doses of 1,600 micrograms, the serum cortisol and 24hour urine free cortisol levels were decreased on 6, 9 and 12th day of treatment period in patients with BDP disk haler. The serum cortisol and 24-hour urinary free cortisol levels were not significantly decreased during the treatment period in patients inhaled Bu delivered by large spacing device attached to a MDI. Conclusion: These results showed that 1) the endogenous cortisol secretion was suppressed after inhalation of BDP and Bu in daily doses of 800 and 1,600micrograms, 2) Bu with MDI suppressed the adrenocortical function more than BDP with diskhaler, in daily doses of 1600 micrograms. and 3)large spacing device attached to a MDI might decrease the risk of suppression in the hypothalamic -pituitary- adrenal axis.

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Development of Wearable Physical Activity Monitoring System (웨어러블 신체 생체 활동 모니터링 시스템 개발)

  • Park, Eun-Ju;Park, Do-Young
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.1
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    • pp.34-39
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    • 2018
  • Along with the development of ICT technology, wearable devices of various sizes and shapes have been developed. In addition, performance and specifications are rebuilt with IOT fusion products so that they can connect with the current smartphone. This is one of the general-purpose technologies of the 4th industrial revolution, which is spot-lighted with technology that changes the quality and environment of our lives. Along with this, as new technology products combining health care technology increases, various functions are provided to users who need it. Wearable technology is ongoing trend of technology development. It also sells products developed as products in the form of smart watches. At present, various related products are made in various ways, and it is recommended to use the Arduino processor in accordance with the application. In this study, we developed wearable physical activity monitoring system using open source hardware based TinyDuino. TinyDuino is an ultra-compact Arduino compatible board made on the basis of Atmega process Board, and it can be programmed in open source integrated development environment(named Sketch). The physical activity monitoring system of the welfare body can be said to be a great advantage, as a smart u-Healthcare system that can perform daily health management.

Design and Implementation of u-Healthcare System for u-Wellness (u-웰니스를 위한 u-헬스케어 시스템의 설계와 구현)

  • Seo, Hyunsoo;Ryu, Dae-Hyun;Choi, Taewan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.11
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    • pp.5506-5511
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    • 2012
  • u-Wellness is widely applicable to individuals and medical service providers such as hospitals and it includes u-fitness and video health counselling services at the side of the provider and stress management, obesity management, and the amount of exercise at the side of the individual. In this paper, we design and implement a smart health care system which uses the authentication device to identify an individual and the user's smart phone. Our system records and manages the amount of exercise on the basis of the prescription of health care professionals through the exercise equipment and Wi-Fi communication. Therefore, our system helps user do optimized amount of exercise through the health care professional's prescription. And our system quantifies the results of the measurement of body fat measuring machines and experts to build the database and automatically schedule.

A Study of the Neonatal Care in the hospitals located in Pusan (부산광역시 소재 병원의 신생아간호 실태조사)

  • Kim, Young-Hae;Lee, Hwa-Za;Kim, Soon-Goo
    • Korean Parent-Child Health Journal
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    • v.6 no.1
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    • pp.31-45
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    • 2003
  • This study is designed to produce basic data on the nursing intervention between infants and mothers after discharge from hospitals. This research is carried by investigating the nursing intervention during their after-delivery staying in the hospitals located in Pusan. The object of this study includes the neonatal wards of 51 hospitals. Data collection was carried from the 3rd of September, 2001 to the 4th of October in the same year. Tools for measurement using in this research is the nursing checklist designed by these researchers. The data were analyzed by using SPSS and the output was produced in frequency and percentage considering general characteristics and nursing activities. On the course of investigation, it was revealed that the average number of items checked are as follows; total beds in one hospital came up to 360.1, the beds in each newborn infant ward came up to 36.1, in each ward the numbers of incubators came up to 9.2 and intensive care unit to 1.7. In each ward 8.4 nurses and 2.9 nurse aids were working at that time. In each hospital, secure of air way, physical examination, eye care, umbilical cord care, maintenance of body temperature, identification of infant, nutritive condition, safety and danger management, infection management, mother-infantile interaction, medical assistant to doctor, medication and discharge education were comparatively well done. But, in case of emotional, social and cognitive aspect of nursing activities through interactions between newborn infants and nurses as substitutes are not reached to the adequate level. In the end, this study hereby suggests that further investigation on the device to facilitate the interaction between newborn infant and nurse as a nursing intervention of high quality.

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