• Title/Summary/Keyword: Health Care System Recognition

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Deep Learning-based Pet Monitoring System and Activity Recognition device

  • Kim, Jinah;Kim, Hyungju;Park, Chan;Moon, Nammee
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.2
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    • pp.25-32
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    • 2022
  • In this paper, we propose a pet monitoring system based on deep learning using an activity recognition device. The system consists of a pet's activity recognition device, a pet owner's smart device, and a server. Accelerometer and gyroscope data were collected from an Arduino-based activity recognition device, and the number of steps was calculated. The collected data is pre-processed and the amount of activity is measured by recognizing the activity in five types (sitting, standing, lying, walking, running) through a deep learning model that hybridizes CNN and LSTM. Finally, monitoring of changes in the activity, such as daily and weekly briefing charts, is provided on the pet owner's smart device. As a result of the performance evaluation, it was confirmed that specific activity recognition and activity measurement of pets were possible. Abnormal behavior detection of pets and expansion of health care services can be expected through data accumulation in the future.

Design of a Stress Measurement System for State Recognition of Game Addicts

  • Park, Myeong-Chul;Jung, Hyon-Chel;Kim, Tae-Sun
    • Journal of the Korea Society of Computer and Information
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    • v.22 no.6
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    • pp.87-93
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    • 2017
  • In this paper, we design a small low power single channel ECG(Electrocardiogram) system of Chest Belt type with fiber-type electrodes to measure emotional state change of game addict. HRV(Heart Rate Variability) is analyzed through heart rate signal measurement and the psychological stress state is judged by using it. And it verifies its effectiveness through prototype. First, we design HR measurement module through low power MCU(Micro Controller Unit) and implement prototype level measurement system. The results showed that the difference between the addiction group and the general group was confirmed and that the system was effective. The result of this study can be used for health management such as reduction of stress of the user through music and breathing that lowers the stress by detecting the stress state of the general person or the chronic ill person.

A Study on the Recognition of Students of Oriental Medical School on Cooperative System between Oriental and Western Medicine (한양방 협진에 대한 한의대생들의 인식도)

  • Yoo, Wang-Keun;Kim, Kyung-Suk
    • Journal of Society of Preventive Korean Medicine
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    • v.9 no.2
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    • pp.77-91
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    • 2005
  • The purpose of this study is to examine the recognition of the student of oriental medical school on cooperative system between Oriental and Western medicine and to provide basic information for the development of oriental medicine. In order to look at the level of recognition on cooperative system between Oriental and Western medicine, from September 1st to 15th of 2005, this study had been conducted through personal interview and questionnaires to 600 students who were attending the Department of Oriental Medicine (in both prep and regular courses) in D University, located in the City of Daegu. The data has been analyzed using statistic program, the SPSS WIN 12.0. Statistical analysis tools used for this study were frequency analysis, cross-over analysis and the t-test. The results are as follows; The students of oriental medical school had relatively high level of recognition on the basic concept, interests, necessity and potential for cooperative system between Oriental and Western medicine. However, they had negative understandings on the issue of unification of the two medical systems and it's possibility in the future. The students were optimistic about possible merits of cooperative system between Oriental and Western medicine, especially in the field of rehabilitation. On the reasons for lack of development of cooperative system between Oriental and Western medicine, the students listed prejudices existing on both sides firstly, followed by their contrasting approach on human illness, lack of legal and institutional support system, the indifferences of doctors and indifferences of oriental medical doctors. In addition, students understood that the dualism existing in our current medical system is aggravating mutual distrust between the two sides, causing the confusion of patients on the choice of medical facilities, and raising their medical bills. Therefore, in order to vitalize collaboration between Oriental and Western medicine in new health care environment, the following measures should be needed decreasing the prejudices between the two medical spheres with open mind improving educational programs in Western and Oriental medical schools; promoting joint academic research or exchange programs between the schools, and increasing government effort to minimize legal and institutional restrictions cooperative system between Oriental and Western medicine.

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An Authentication Model based Fingerprint Recognition for Electronic Medical Records System (지문인식 기반의 전자의무기록 시스템 인증 모델)

  • Lee, Yong-Joon
    • The KIPS Transactions:PartC
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    • v.18C no.6
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    • pp.379-388
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    • 2011
  • Ensuring the security of medical records is becoming an increasingly important problem as modern technology is integrated into existing medical services. As a consequence of the adoption of EMR(Electronic Medical Records) in the health care sector, it is becoming more and more common for a health professional to edit and view a patient's record. In order to protect the patient's privacy, a secure authentication model to access the electronic medical records system must be used. A traditional identity based digital certificate for the authenticity of EMR has private key management and key escrow of a user's private key. In order to protect the EMR, The traditional authentication system is based on the digital certificate. The identity based digital certificate has many disadvantages, for example, the private key can be forgotten or stolen, and can be easily escrow of the private key. Nowadays, authentication model using fingerprint recognition technology for EMR has become more prevalent because of the advantages over digital certificate -based authentication model. Because identity-based fingerprint recognition can eliminate disadvantages of identity-based digital certificate, the proposed authentication model provide high security for access control in EMR.

Effect of Health-Related Characteristics of Middle-Aged and Elderly People on the Number of Existing Permanent Teeth (중장년층과 노년층의 건강관련 특성이 현존 자연치아수에 미치는 영향)

  • Lee, Eun-Ju
    • The Korean Journal of Health Service Management
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    • v.10 no.3
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    • pp.123-133
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    • 2016
  • Objectives : This study analyzed the effect of health-related characteristics of middle-aged and elderly people on the number of existing permanent teeth by considering each age group through the improvement of health-related characteristics. This study contributes by offering fundamental information on the prevention of dental diseases and on developing an education program that can be used by dental health businesses to improve dental health. Methods : This study used primitive data of the sixth term of the first year and the second year and selected a total of 4,393 people as the final research subject. In order to determine the factors that influence the number of existing natural teeth, confounding factors were considered, and regression analysis using general linear models was done. Results : According to the results of this research, the middle-aged and elderly groups have more existing permanent teeth in the following three cases: 1. Talking is comfortable when daily brushing frequency is 3 times or more. 2. Self-recognition of dental health condition is good. 3. Number of dental caries present in permanent teeth is low. Conclusions : For a and medical system, a dental health care system that takes into consideration the lifespans of people must be legislated and implemented.

A Study on Coaching System for Disabled and Elderly People (장애인 및 노령인구를 위해 코칭 시스템에 관한 연구)

  • Shin, Seung-Jung
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.13 no.6
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    • pp.237-242
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    • 2013
  • There are some limitations to use the fitness center frequently by various reasons, excessive business workload, geographic location and time limit. This research specially focuses on the developement of health care application tool for aerobic/anaerobic exercise in a house accompanied by training coach, simply for the purpose of preventing from a boredom moment by exercing alone. This study newly proposes the realization of program tool by using Microsoft Kinect hardware tool which can be seen easily in the internet stores and can recognize the user. In addition, this program are designed to take care of movement control, weight and calory by maping the perceived user implementing modeling of 3D model.

Customized Pet Care and Training System Using Nose-Print Recognition, Pet Robot, and Pet Band (비문 인식, 펫 로봇 및 펫 밴드를 사용한 개체 맞춤형 반려동물 케어 및 훈련 시스템)

  • Cho, Ji-Yeon;Lee, Seongsoo
    • Journal of IKEEE
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    • v.24 no.3
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    • pp.909-912
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    • 2020
  • This paper introduces a customized pet care and training system based on information technology. A specific animal is recognized by nose-print recognition. Pet robot induces the animal to move to trainer device. Trainer device trains the animal by snack, play, and clicker, and it can be easily extended for specific training using add-on devices. Pet band performs vital sign monitoring, prevention of home escape, and measurement of exercise amount. By changing configuration, this system can perform various training programs such as mitigation of separation anxiety, induction to defecation place, and prohibition of tresspassing specific place. It also provides customized training by analyzing individual behavior of animal. It can exercise and play the animal when owner is out, and it can immediately notice to the owner when the animal has health trouble.

The Health-related Quality of Life for Children with a Mentally Ill Parent (정신질환자 자녀들의 건강관련 삶의 질)

  • Kim, Eunhye;Im, Sookbin
    • Research in Community and Public Health Nursing
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    • v.31 no.3
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    • pp.234-243
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    • 2020
  • Purpose: This study is aimed to identify the health-related quality of life for children with a mentally ill parent. Methods: The 13 participants were school-aged children whose parents were registered at the D Regional Mental Health Welfare Center. Data were collected using one-on-one interview with illustration cards and analyzed by content analysis. Results: The participants were living a difficult life in anxiety amid a reversal of parent-child role, such as doing housework and taking care of their parents. The study revealed a love-hate family relationship that the participants wanted parental recognition and attention but they were frustrated by insufficient parental care and sibling conflict. Nevertheless, they only had each other themselves to trust and rely on. Their mixed health awareness and negative emotions were influenced by parents. Some of participants were exposed to dangerous environment such as domestic violence, and they need support system for help in difficult situations. Sometimes they felt happy by satisfying physiological, social, and self-esteem needs. They also showed a positive potential that they were matured more than peers through the experience of overcoming difficulties. Conclusion: Not only were there not enough attention and support for the children with mentally ill people, but they were also exposed to an environment that threatens their physical or mental health. Therefore, to improve their health-related quality of life, there should be some integrated support of the community health system to cope with the challenges they face.

A comparative Study on the Combined Oriental and Western Medicine(COWM) in Four Northeast Countries (동북아시아 4개국의 양.한방 의료협진체계 비교)

  • 문옥륜;김은영;신은영;김혜영;천희란
    • Health Policy and Management
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    • v.13 no.2
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    • pp.1-22
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    • 2003
  • Since 1990s, the use of Complementary and Alternative Medicine(CAM) has been rising rapidly all of the world. In 1983, WHO recommended that the traditional medicine actively be utilized. At the end of 20th century, as chronic and intractable diseases increased in western countries, traditional medicine has attracted considerable attention. COWM shows possibilities of new approaches for these intractable diseases. Thus, we try to show our proper approach of COWM through the international comparative study. In order to fulfill the objectives, we applied the following methodology: 1) Literature review on previous study, 2) Local survey using self-administered questionnaire, and 3) FGI(Focus Group Interview) with local experts. The results were as follows : Three Asian countries, China, Korea and Taiwan, are very active in implementing COWM policy. Japan, however, has independent system of unified medicine. In regards to the combined care policy and system, China has the most advanced COWM system among four countries. In respect to combined care education, it is needed to increase the COWM education contents and the amount of cross educational curriculum. Based on the current COWM system, Chinese, Japanese and Taiwanese doctors can prescribe both oriental and western drugs. But, Korean medical law prohibits western doctors and oriental doctors from prescribing the counterpart´s medicine. So, the revision of current medical law is urgent for COWM in Korea. And when it comes to patient satisfaction, more than fifty percent responded positively in China, Korea and Taiwan. To achieve the goal of COWM ; 1) mutual understanding and recognition of COWM is essential. 2) institutional and legal support system for COWM is desperately urgent. 3) possible international collaboration and cooperation should be sought to untangle these complex cultural dilemmas.

A Study on the Recognition of Cooks about the Kitchen Ventilation (주방 환기에 대한 조리사들의 인식도 연구 - 서울 지역을 대상으로 -)

  • Van, Ju-Won;Heo, Jun
    • Culinary science and hospitality research
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    • v.11 no.4 s.27
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    • pp.228-244
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    • 2005
  • The objective of the study is to observe cooks first from the kitchen and those who care health and to grasp the impression regarding the kitchen environment. Also, it grasped the recognition degree of cooks against the elements of kitchen ventilation and kitchen ventilation equipments. We surveyed against 385 cooks who work in the kitchen of special grade hotels and family restaurants, used 5 scales for the object, and executed the analysis. The results of this study are as follows: (1) Health condition of the cooks appeared most highly pain in the shoulder and the neck. (2) for the impression regarding the kitchen environment, temperature was high and the insufficiency of ventilation is answered highly. (3) The importance of kitchen ventilation of cooks was recognized very high. (4) The combustion gas was recognized as very high percentage and the most effective element of the kitchen on the human body to remove first inside the kitchen. (5) Most cooks were recognized that the improvement of ventilation equipments is necessary. (6) The object of ventilation equipments is appeared to maintain comfortable kitchen environment. (7) The optimum operation method of ventilation equipment uses the automatic system of ventilation equipment from the kitchen and it is necessary to maintain the optimum. This research is based on preceding studies, investigating special grade hotels and family restaurants in Seoul. The ventilation plan of the kitchen should be accomplished to improve the health of cooks and productivity.

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