• Title/Summary/Keyword: Mobile Care

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ANOMALY DETECTION FOR AN ORAL HEALTH CARE APPLICATION USING ONE CLASS YOLOV3

  • JAEHUN, BAEK;SEUNGWON, KIM;DONGWOOK, SHIN
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.26 no.4
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    • pp.310-322
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    • 2022
  • In this report, we apply an anomaly detection algorithm to a mobile oral health care application. In particular, we have investigated one class YOLOv3 as an anomaly detection model to classify pictures of mouths which will be used as inputs in the following machine learning model. We have achieved outstanding performances by proposing appropriate annotation strategies for our data sets and modifying the loss function. Moreover, the model can classify not only oral and non-oral pictures but also output preprocessed pictures that only contain the area around the lips by using the predicted bounding box. Thus, the model performs prediction and preprocessing simultaneously.

Simulation Based Design of Intelligent Surveillance Robot for Mobility (모바일화를 위한 지능형 경계로봇의 시뮬레이션기반 설계)

  • Hwang, Ki-Sang;Kim, Do-Hyun;Park, Kyu-Jin;Park, Sung-Ho;Kim, Sung-Soo
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.32 no.4
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    • pp.340-346
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    • 2008
  • An unmanned surveillance robot consists of a machine gun, a laser receiver, a thermal imager, a color CCD camera, and a laser illuminator. It has two axis control systems for elevation and azimuth. Because the current robot system is mounded at a fixed post to take care of surveillance tasks, it is necessary to modify such a surveillance robot to be installed on an UGV (Unmanned Ground Vehicle) system in order to watch blind areas. Thus, it is required to have a stabilization system to compensate the disturbance from the UGV. In this paper, a simulation based design scheme has been adopted to develop a mobile surveillance robot. The 3D CAD geometry model has first been produced by using Pro-Engineer. The required pan and tilt motor capacities have been analyzed using ADAMS inverse dynamics analysis. A target tracking and stabilization control algorithm of the mobile surveillance robot has been developed in order to compensate the motion of the vehicle which will experience the rough terrain. To test the performance of the stabilization control system of the robot, ADAMS/simulink co-simulations has been carried out.

The Effect of Perceived Credibility on Mobile User's Attitude and Behavioral Changes (인지된 신뢰성이 모바일 사용자의 태도 및 행동 변화에 미치는 영향)

  • Han, Ji-Youn;Lee, Kyung-Won
    • 한국HCI학회:학술대회논문집
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    • 2008.02b
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    • pp.221-226
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    • 2008
  • 최근 건강에 대한 사회 전반의 관심이 증대되면서 자신의 건강을 체크하고 행동 및 습관을 변화시키기 위해 휴대용 건강 체크 기기를 사용하는 사람들이 늘고 있다. 휴대용 기기 중에서 모바일은 네트워크를 사용하여 시간과 장소에 상관없이 정보 제공이 가능하기 때문에 설득적 매체로 각광받고 있다. 모바일을 통해 사용자의 태도 및 행동을 변화시키는 서비스를 제공하기 위해서는 효과적인 설득의 전략을 세워야 한다. 신뢰성(credibility)은 사람이 어떠한 대상에 대해서 믿을 수 있다고 인지한 정도를 의미하는 것으로 일반적인 설득 커뮤니케이션에서 사용자의 태도 및 행동을 변화시키는 것에 큰 영향을 주는 것으로 알려져 있다. 본 연구에서는 모바일의 매체적 설득 효과별 알아보고, 신뢰성에 영향을 주는 요인을 전문성과 믿음성으로 나누어 이들 요인에 따라서 사용자의 태도 및 행동 변화가 어떻게 달라지는지 실험을 통해 분석하였다. 실험 결과 웹을 통해 실험에 참여한 사람보다 모바일을 통해서 실험에 참가한 사람들의 식생활 개선이 크게 나타났다. 이를 통하여 웹보다 모바일의 매체적 설득 효과가 크다는 사실을 앞 수 있었다. 또한 전문가의 메시지를 받은 그룹 참가자들 중에서 설득 메시지에 대하여 인지된 신뢰성을 높게 평가한 사람의 개선 정도가 크게 나타났다. 인지된 신뢰성은 서비스 만족도에 영향을 준다는 사실도 알 수 있었는데, 이는 모바일 환경에서 신뢰성 제공 전략은 설득력을 높이기 위한 전략이면서도 사용자의 서비스 만족도를 높이기 위한 전략이 된다는 것을 의미한다. 본 연구 결과는 모바일을 통해서 사용자에게 동기를 부여하고 더 나아가 직접적인 행동 수정이 이루어지도록 하는데 이용될 수 있을 것이다.

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PEC: A Privacy-Preserving Emergency Call Scheme for Mobile Healthcare Social Networks

  • Liang, Xiaohui;Lu, Rongxing;Chen, Le;Lin, Xiaodong;Shen, Xuemin (Sherman)
    • Journal of Communications and Networks
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    • v.13 no.2
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    • pp.102-112
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    • 2011
  • In this paper, we propose a privacy-preserving emergency call scheme, called PEC, enabling patients in life-threatening emergencies to fast and accurately transmit emergency data to the nearby helpers via mobile healthcare social networks (MHSNs). Once an emergency happens, the personal digital assistant (PDA) of the patient runs the PEC to collect the emergency data including emergency location, patient health record, as well as patient physiological condition. The PEC then generates an emergency call with the emergency data inside and epidemically disseminates it to every user in the patient's neighborhood. If a physician happens to be nearby, the PEC ensures the time used to notify the physician of the emergency is the shortest. We show via theoretical analysis that the PEC is able to provide fine-grained access control on the emergency data, where the access policy is set by patients themselves. Moreover, the PEC can withstandmultiple types of attacks, such as identity theft attack, forgery attack, and collusion attack. We also devise an effective revocation mechanism to make the revocable PEC (rPEC) resistant to inside attacks. In addition, we demonstrate via simulation that the PEC can significantly reduce the response time of emergency care in MHSNs.

Repeatability and Reliability of a New Phoria Test Using Flashed and Auto-flashed Presentation

  • Moon, Byeong-Yeon;Park, Sun-Young;Cho, Hyun Gug
    • Journal of the Optical Society of Korea
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    • v.16 no.4
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    • pp.418-424
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    • 2012
  • The purpose of this study was to assess repeatability and reliability of a new phoria test as compared to established phoria tests and to assess the possibility of mobile or online testing using the auto-flashed presentation. Near dissociated phoria was measured using the von Graefe method, the Howell card test, the modified Thorington test, and a new dichromatic card test (Red-Blue Phoria card test; RBP card test) on 109 subjects. The inter-examiner difference and test-retest difference were calculated. With the auto-flashed presentation of the RBP card test, near dissociated phoria was measured and the intraclass correlation coefficient and test-retest repeatability was assessed on 26 subjects. The variation in inter-examiner repeatability was the smallest for the modified Thorington test (+3.1/-2.6). The RBP card test was +3.0/-3.1, the Howell card test was +3.5/-2.7, and the von Graefe test was +6.2/-6.0. The variation in test-retest repeatability was the smallest for the RBP card test (+0.4/-1.4). The modified Thorington test was +1.3/-1.3, the Howell card test was +1.27/-1.45, and the von Graefe test was +1.59/-2.20. The ICC was 0.919 for the auto-flashed presentation of the RBP card test. The RBP card test is considered a highly repeatable method clinically and can be made a useful application for testing in mobile or online.

Healthcare coaching program for youth with type 1 diabetes in South Korea: a pilot study

  • Dae Eun Lee;Haejung Lee;Chong Kun Cheon;Ju Young Yoon
    • Child Health Nursing Research
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    • v.30 no.1
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    • pp.17-30
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    • 2024
  • Purpose: This pilot study aimed to assess the feasibility, preliminary efficacy, and effects of a mobile app healthcare coaching program developed based on self-regulation theory among youths with type 1 diabetes. Methods: A mixed-method design was utilized. Participants were randomly assigned into intervention (n=23, 12-week coaching program) or control groups (n=16, usual care). Pre- and post-intervention assessments included self-efficacy, diabetes management behavior, and health outcomes (quality of life, depression, and HbA1c). Quantitative data were analyzed with SPSS/WIN ver. 26.0. The narrative information from the participants in the healthcare coaching program underwent content analyzed. Results: The intervention group had significantly lower depression scores (t=2.57, p=.014) than the control group. No significant differences were observed in self-efficacy, diabetes management behavior, and health outcomes between the two groups. The average frequency of health behavior monitoring per week among the participants was 1.86±1.60. The qualitative findings indicated that participants perceived improved diabetes self-management with the intervention; however, challenges during vacations, dietary control difficulties, and a lack of disease awareness were identified. Conclusion: The healthcare coaching program improved psychological aspects for youth with type 1 diabetes. Further research is needed to develop and implement mobile app interventions aimed at enhancing compliance with diabetes management in pediatric and adolescent populations.

Development of u-Lifecare Monitoring System Device (u-라이프케어 모니터링 시스템 단말기 개발)

  • Choi, Dong-Oun;Kang, Yun-Jeong
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.7
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    • pp.1533-1540
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    • 2012
  • u-Life care device collect body bio formation, and classify and store them in exercise patterns. Afterwards, the devices send the data through bluetooth wireless communication to the smart phones which set Google Android operation system at regular intervals. The information is checked out through application. u-Life care device calculates calories spent a day after monitoring activity quantity with 3-axis acceleration sensor. The device judges the status of health through body data mining and consults tailored exercise treatment. When sending body data, the device sends them in smart phone through Blue Tooth wireless communication at once. So, as a strong point, the device doesn't need mobile gateway or home gateway used for sending to web server information sensed from exercise life care products.

Untact Visit Service Development Based on an Application Reflecting the Circumstances during COVID-19: Focusing on Utilization in the Pediatric Intensive Care Units (COVID-19 상황을 반영한 어플리케이션 기반의 언택트 면회 서비스 개발: 소아중환자실에서의 활용을 중심으로)

  • Woo, Dahae;Yu, Hanui;Kim, Hyo Jin;Choi, Minyoung;Kim, Dong Hee
    • Journal of Korean Academy of Nursing
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    • v.51 no.5
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    • pp.573-584
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    • 2021
  • Purpose: This study aimed to develop an untact visit service based on an application that can be utilized in the pediatric intensive care unit (PICU) during COVID-19. Methods: This study adopted the double diamond process of service design comprising the discovery, defining, and development stages. Results: We developed an untact visit service based on an application that considered the child's status, schedule, photo, and video messages, and so on. Moreover, we derived a service flow regarding the required roles and the type of flow shown between each stakeholder. Conclusion: Considering the ongoing pandemic, the untact visit service is designed to increase rapport and participation of parents, share the child's information in real-time, and provide one-stop service without increasing healthcare providers' work. It will be a useful visit service that can be applied and evaluated in various hospital settings and the PICU.

Substantial Improvement of Medical Care for Detainees in Republic of Korea (대한민국 수용자 의료처우의 실질적 개선)

  • Samin Hong
    • Health Policy and Management
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    • v.33 no.3
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    • pp.370-375
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    • 2023
  • The responsibility to ensure the health rights of detainees, particularly their medical rights, fundamentally lies with the state in all nations. However, in the correctional facilities of the Republic of Korea, these rights are currently not adequately safeguarded. Numerous detainees express dissatisfaction with the medical services provided and show a preference for voluntary external treatment. However, barriers such as prolonged application processes for external treatment and the requirement for detainees to cover their medical expenses present significant challenges. Therefore, the National Human Rights Commission of Korea has advocated for an increased medical budget in correctional facilities and a bolstered professional medical workforce to improve the medical care of detainees. Recommendations for improvements include: (1) establishing dedicated correctional hospitals for detainees, (2) setting up specialized correctional wards, (3) collaborating with military hospitals, (4) launching mobile medical buses for diverse specialties, (5) enhancing collaboration with public and private medical institutions, (6) increasing compensation for partnering external medical institutions, (7) improving the working conditions of medical officers, (8) safeguarding the defense rights of medical staff, (9) improving the working conditions of public health doctors from the Ministry of Justice in correctional facilities, and (10) pre-assigning public health specialists and military doctors to correctional facilities. By implementing these measures, it is anticipated that the quality of medical services in the Republic of Korea's correctional facilities will improve, reducing the demand for external treatments among detainees and ensuring their health and medical rights are realistically upheld.

Chronic Disease Management using Smart Mobile Device (스마트 모바일 기기를 이용한 만성질환 관리)

  • Kim, Gui-Jung;Han, Jung-Soo
    • Journal of Digital Convergence
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    • v.12 no.4
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    • pp.335-342
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    • 2014
  • According to the recent trends in the growing elderly population, the chronically ill have increased. Thus the importance of the health care issues for them has emerged. In this paper, we want to implement a chronic disease management system using smart mobile devices. Proposed chronic disease management system is consisted of the biometric sensor, smart mobile devices, the patient management server, patient management DB, and patient symptoms analysis agent. The biometric sensor detects a biological information. Smart mobile devices receive the patient information from the sensor and transmit the information to the patient management server. The patient management server, patient management DB, and patient symptoms agent analysis agent analyze to process data delivered through a wireless communication network. Bio-signals includes modules of ECG, blood pressure, blood sugar and PPG. We are able to determine the current health status by monitoring measured biometric data through chronically ill health management system. We will focus on the individual service to be appropriate for a patient group in a mobile environment.