• Title/Summary/Keyword: mobile health

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Analysis of Livestock Vocal Data using Lightweight MobileNet (경량화 MobileNet을 활용한 축산 데이터 음성 분석)

  • Se Yeon Chung;Sang Cheol Kim
    • Smart Media Journal
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    • v.13 no.6
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    • pp.16-23
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    • 2024
  • Pigs express their reactions to their environment and health status through a variety of sounds, such as grunting, coughing, and screaming. Given the significance of pig vocalizations, their study has recently become a vital source of data for livestock industry workers. To facilitate this, we propose a lightweight deep learning model based on MobileNet that analyzes pig vocal patterns to distinguish pig voices from farm noise and differentiate between vocal sounds and coughing. This model was able to accurately identify pig vocalizations amidst a variety of background noises and cough sounds within the pigsty. Test results demonstrated that this model achieved a high accuracy of 98.2%. Based on these results, future research is expected to address issues such as analyzing pig emotions and identifying stress levels.

Awareness of Severity of Natural Disasters and Nursing Core Competencies in School Health Teachers (보건교사의 자연재난 관리에 대한 심각성인식과 관리핵심수행능력)

  • Choi, Eun Hee;Jang, In Sun
    • Journal of the Korean Society of School Health
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    • v.30 no.3
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    • pp.344-354
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    • 2017
  • Purpose: The purpose of this study is to assess school health teachers' awareness of the severity of natural disasters and nursing core competencies related to disasters. Methods: This cross-sectional study asked 119 school health teachers to complete structured questionnaires sent by email and mobile phones from Feb to Aug, 2017. Data were analyzed using t-test, ANOVA and multiple regression analysis with SPSS 21.0 statistical program. Results: The predictor that had a significant effect on school health teachers' core competency was the experience with natural disaster safety education. Its explanatory power was 14.3%. Conclusion: The finding of this study suggests a strong need for the implementation of disaster-related education targeting school health teachers in order to improve their disaster management ability.

Construction of Mobile Collaboration Environment for Ubiquitous Computing and its Application (유비쿼터스 컴퓨팅을 위한 모바일 협업 환경 구축 및 응용)

  • Jeong, Chang-Won;Shin, Chang-Sun;Joo, Su-Chong
    • Journal of Internet Computing and Services
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    • v.9 no.3
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    • pp.25-41
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    • 2008
  • In this paper, we describes a Compact Distributed Object Group Framework(CDOGF) for mobile collaboration service in ubiquitous computing. CDOGF support network connections of sensors and devices, management of mobile computing devices, and grouping of objects for mobile collaboration service according to the logical area. For this, we defined methods for detail functions and interface. And, we classified into four interactions of that sensors and a application, the CDOGF and a application, between the components of the CDOGF, the CDOGF on a mobile device and the DOGF on a server. We also defined mobile collaboration environment by analyzing existing technologies. In this environment we used the TMO scheme for interaction and the TMOSM for distributed middleware. Finally, we implemented u-hospital application that applied this environment. This application collects environment and health information by PDAs in wards. Also, It provides the information service for patient management task.

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Design and Implementation of Multi-Sensor based Smart Sensor Network using Mobile Devices (모바일 디바이스를 사용한 멀티센서 기반 스마트 센서 네트워크의 설계 및 구현)

  • Koo, Bon-Hyun;Choi, Hyo-Hyun;Shon, Tae-Shik
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.45 no.5
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    • pp.1-11
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    • 2008
  • Wireless Sensor Networks is applied to improvement of life convenience or service like U-City as well as environment pollution, tunnel and structural health monitoring, storm, and earthquake diagnostic system. To increase the usability of sensor data and applicability, mobile devices and their facilities allow the applications of sensor networks to give mobile users and actuators the results of event detection at anytime and anywhere. In this paper, we present MUSNEMO(Multi-sensor centric Ubiquitous Smart sensor NEtwork using Mobile devices) developed system for providing more efficient and valuable information services with a variety of mobile devices and network camera integrated to WSN. Our system is performed based on IEEE 802.15.4 protocol stack. To validate system usability, we built sensor network environments where were equipped with five application sensors such magnetic, photodiode, microphone, motion and vibration. We also built and tested proposed MUSNEMO to provide a novel model for event detection systems with mobile framework.

A study in Mobile Functionality of beauty products according to the Digital changes (디지털 변화에 따른 뷰티제품의 휴대기능성 연구)

  • Barng, Kee-Jung
    • Journal of Fashion Business
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    • v.16 no.1
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    • pp.83-102
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    • 2012
  • The instant trend of mobile functionality in the digital age is performing a mediating role of promoting the hybrid tendency in fashion and cosmetics industry. Consumers' needs, which are getting complex and diversified along with development in scientific technology, are requiring product of technology equipped with multi-tasking function in the whole industry. The social and cultural factors, which are shown in cosmetics due to the instant trend of mobile functionality, came to be known on the basis of a ground for classification caused by a change in nomadic lifestyle and by the advance in scientific technology. The irst, The mobile functionality, which is being developed in fashion in the digital age, was indicated to be types such as mobility, one-off, and unity. Second, Even the types of mobile functionality, which are also being developed in make-up and cosmetics in digital age, were indicated to be mobility, one-off, and unity. Third, The trend caused by mobile functionality in fashion was consistent with a type in mobile functionality, which is being developed in cosmetics, thereby having been indicated to be the same type. This implies that there is the same type through independent trend in each sphere even while fashion and cosmetics organically function in the middle of the whole frame, which expresses a human being's external beauty, and implies that even the cosmetics are influenced by fashion. Swift-type beauty product, which is thrown away within one week lengthily and after being used once, are being launched diversely. This quick product can be said to be product that best reflected the characteristic of digital age. However, at this point of time that fast fashion and instant cosmetics, which are thrown away in the wake of being worn easily, are overflowing, the clothing and product with perfection, which has philosophy and thinking of being put more devotion, exert more value and are felt to be necessary.

Design of Custom Training System for Fitness Club Based on NFC (NFC기반 피트니스센터 맞춤 트레이닝 시스템 설계)

  • Lee, Hyun-Suk;Park, Seok--Cheon
    • Journal of Internet Computing and Services
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    • v.18 no.4
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    • pp.1-6
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    • 2017
  • According to Gartner, the size of the global health care industry in 2020 is expected to reach $ 850 billion, which is 15 percent of the total IoT market. The health care market is growing a lot lately, and many people are looking for a fitness center to build a healthy body. Sometimes, they exercise the wrong way by exercising exercise in the wrong way. Even though it is recommended to use the exercise, it is problematic to know how to use it or not to use it. It is becoming a problem. This paper designed the NFC fitness center customized for the fitness center that users use to improve the previously presented problem.

A study on module of biometric information binary using QRcode (QRcode를 이용한 생체정보 바이너리 모듈 연구)

  • Lee, Jae-Pil;Kim, Young-Hyuk;Lim, Il-Kown;Lee, Jae-Gwang;Lee, Jae-Kwang
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2012.10a
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    • pp.431-434
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    • 2012
  • The network traffic increases due to the web service and mobile application use while the smart device user increases rapidly. This paper presented the QRcode application as network data loss problem in the u-Health mobile environment and encryption module alternative. Therefore, the bio-information of the patient was collected and QRcode was produced in the PC based. In addition, the rate of reading recognized in the polution and damage was confirmed. The data traffic loss ratio using the network performance measurement equipment was tested.

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The use of mobile computing devices in microsurgery

  • Pafitanis, Georgios;Hadjiandreou, Michalis;Miller, Robert;Mason, Katrina;Theodorakopoulou, Evgenia;Sadri, Amir;Taylor, Kirsten;Myers, Simon
    • Archives of Plastic Surgery
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    • v.46 no.2
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    • pp.102-107
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    • 2019
  • Mobile computing devices (MCDs), such as smartphones and tablets, are revolutionizing medical practice. These devices are almost universally available and offer a multitude of capabilities, including online features, streaming capabilities, high-quality cameras, and numerous applications. Within the surgical field, MCDs are increasingly being used for simulations. Microsurgery is an expanding field of surgery that presents unique challenges to both trainees and trainers. Simulation-based training and assessment in microsurgery currently play an integral role in the preparation of trainee surgeons in a safe and informative environment. MCDs address these challenges in a novel way by providing valuable adjuncts to microsurgical training, assessment, and clinical practice through low-cost, effective, and widely accessible solutions. Herein, we present a review of the capabilities, accessibility, and relevance of MCDs for technical skills acquisition, training, and clinical microsurgery practice, and consider the possibility of their wider use in the future of microsurgical training and education.

Web-based Monitoring System for a Railroad Tunnel by Wireless Internet (무선인터넷을 이용한 웹 기반 원격지 철도터널의 계측관리)

  • Lho, Byeong-Cheol;Kim, Jong-Woo;Kim, Jeong-Hoon
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.10 no.3
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    • pp.159-164
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    • 2006
  • Mobile communication with wireless modem can be powerful tool in web-based structural health monitoring system in which power and communication method are crucial points. In this study, the major reasons of side cracks in tunnel lining are studied by FEM analysis. In addition, a web-based monitoring system using mobile communication with wireless modem is applied to the tunnel structure to monitor the long term behavior of the side cracks. The field application shows that CDMA is useful method for structural health monitoring system which installed long distance away.

Real-time Locating Method Applicable to the Mobile Node Partially Out of Communication Reachability (통신 도달성이 결여된 이동노드의 실시간 위치인식 방법)

  • Lee, Kyou-Ho;Jang, Won-Ick
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.11
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    • pp.2463-2470
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    • 2010
  • In some cases of u-health services, it is important and then required to pursue the location of users in real time because users could occasionally be in the situation beyond self-regulation. Location positioning has used two such typical techniques as trilateration and fingerprinting. A trilateration technique is usually based on three resident coordinates to identify the location of the target node. Ranging that measures distances between coordinates and the node is essential for applying the trilateration technique. Users especially in u-health services could be out of reachability in any such reasons as out of propagation ranges, fault of a communication counterpart, non-existence of possible communication facility, etc. This paper proposes a real-time locating method which can improve to identify and track the location of mobile objects. The method is based on references of identified mobile nodes as well as resident coordinates even though they may be partially out of communication reachability.