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Effects of personalized exercise prescriptions and social media delivered through mobile health on cancer survivors’physical activity and quality of life
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作者 Zan Gao Suryeon Ryu +6 位作者 Wanjiang Zhou Kaitlyn Adams Mohamed Hassan Rui Zhang Anne Blaes Julian Wolfson Ju Sun 《Journal of Sport and Health Science》 SCIE CAS CSCD 2023年第6期705-714,共10页
Purpose This study aimed to examine the effects of a multi-component mobile health intervention(wearable,apps,and social media)on cancer survivors’(CS')physical activity(PA),quality of life,and PA determinants co... Purpose This study aimed to examine the effects of a multi-component mobile health intervention(wearable,apps,and social media)on cancer survivors’(CS')physical activity(PA),quality of life,and PA determinants compared to exercise prescription only,social media only,and attention control conditions.Methods A total of 126 CS(age=60.37±7.41 years,mean±SD)were recruited from the United States.The study duration was 6 months and participants were randomly placed into 4 groups.All participants received a Fitbit tracker and were instructed to install its companion app to monitor their daily PA.They(1)received previously established weekly personalized exercise prescriptions via email,(2)received weekly Facebook health education and interacted with one another,(3)received both Conditions 1 and 2,or(4)were part of the control condition,meaning they adopted usual care.CS PA daily steps,quality of life(i.e.,physical health and mental health),and PA determinants(e.g.,self-efficacy,social support)were measured at baseline,3 months,and 6 months.Results The final sample size included 123 CS.The results revealed only the multi-component condition had greater improvements in PA daily steps than the control condition post-intervention(95%confidence interval(95%CI):368–2951;p<0.05).Similarly,those in the multi-component condition had significantly greater increased physical health than the control condition(95%CI:–0.41 to–0.01;p<0.05)over time.In addition,the social media condition had significantly greater increased perceived social support than the control condition(95%CI:0.01–0.93;p<0.05).No other significant differences on outcomes were identified.Conclusion The study findings suggest that the implementation of a multi-component mobile health intervention had positive effects on CS PA steps and physical health.Also,offering social media intervention has the potential to improve CS perceived social support. 展开更多
关键词 Daily steps Exercise app Fitbit health wearable Physical activity determinantsTagedAPTARAEnd
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Impact of mobile health and medical applications on clinical practice in gastroenterology 被引量:2
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作者 Sven Kernebeck Theresa S Busse +4 位作者 Maximilian D Bottcher Jurgen Weitz Jan Ehlers Ulrich Bork Didactics Educational Research in Health 《World Journal of Gastroenterology》 SCIE CAS 2020年第29期4182-4197,共16页
Mobile health apps (MHAs) and medical apps (MAs) are becoming increasinglypopular as digital interventions in a wide range of health-related applications inalmost all sectors of healthcare. The surge in demand for dig... Mobile health apps (MHAs) and medical apps (MAs) are becoming increasinglypopular as digital interventions in a wide range of health-related applications inalmost all sectors of healthcare. The surge in demand for digital medical solutionshas been accelerated by the need for new diagnostic and therapeutic methods inthe current coronavirus disease 2019 pandemic. This also applies to clinicalpractice in gastroenterology, which has, in many respects, undergone a recentdigital transformation with numerous consequences that will impact patients andhealth care professionals in the near future. MHAs and MAs are considered tohave great potential, especially for chronic diseases, as they can support the selfmanagementof patients in many ways. Despite the great potential associated withthe application of MHAs and MAs in gastroenterology and health care in general,there are numerous challenges to be met in the future, including both the ethicaland legal aspects of applying this technology. The aim of this article is to providean overview of the current status of MHA and MA use in the field ofgastroenterology, describe the future perspectives in this field and point out someof the challenges that need to be addressed. 展开更多
关键词 mobile health health applications Medical applications Technology TELEMEDICINE mobile applications SMARTPHONE Ehealth Mhealth Digital biomarker Electronic health records
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AB030.Usability of ArtontheBrain:A visual-arts based mobile health solution to promote quality of life in older adults with low vision due to age-related macular degeneration
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作者 Karine Elalouf Mariah Hogan +4 位作者 Swathi Swaminathan Navena Lingum Aviva Altschuler Kelly Murphy Walter Wittich 《Annals of Eye Science》 2019年第1期205-205,共1页
Background:Taking part in productive and enjoyable recreational activities has been shown improve quality of life for people of all ages and capabilities.However,vision loss can have a significant impact on participat... Background:Taking part in productive and enjoyable recreational activities has been shown improve quality of life for people of all ages and capabilities.However,vision loss can have a significant impact on participation in important leisure activities.This is especially the case for the elderly,whose lowered mobility is further impacted by vision loss.Technology can offer solutions to bridging some barriers caused by these deficits by bringing leisure activities to the user in the form of mobile applications.As such,the purpose of the present study was to evaluate the accessibility and usability of the ArtOnTheBrain application,a visual art based mobile health solution to promote brain health and well-being,by older adults with low vision due to age-related macular degeneration(AMD).Methods:There were a total of 16 participants(age range,65-93 years,M=79,10 males).All had a diagnosis of AMD with visual acuities in the better eye between 20/60 and 20/200.Additionally,all participants had accessed rehabilitation services and most had experience using a computer at home.Using an Apple iPad Air(2013),they were asked to interact with the ArtOnTheBrain website’s Learn(e.g.,Listen to artwork description)and Play(e.g.,complete a word-search game)features with either the Safari or Google Chrome Internet apps.Using the Concurrent Think Aloud method,participants were asked to continuously comment on their activities and experiences with the app and verbalize their internal monologue while being audio and video recorded.These recordings were later transcribed verbatim and analysed using qualitative description and thematic analysis.Results:Participants’behaviours and verbal feedback were divided based on whether they presented as barriers or facilitators.Beginning with barriers,these were mostly related to the accessibility of the visual aspects of the applications interface(i.e.,contrast and font size),whereby participants requested additional control over the magnification options,both for text as well as images of the artwork.The main facilitator was the audio option built into the Learn tab,which allowed participants to listen to the artwork descriptions.Facilitators also included the aesthetics of the app,the perceived boost in confidence in interacting with technology,and the educational and leisure benefits.Conclusions:Older adults with low vision are faced with a decreased ability to engage in leisure activities.The development of technologies aimed at increasing the accessibility of leisure activities for these individuals is an important step in increasing their quality of life.As such,despite some of the accessibility challenges,the majority of participants viewed ArtontheBrain positively.Identifying the barriers and facilitators to its use is an important step in the development of this application in order to optimize its accessibility for older adults with low vision.Future work to be done with this application will be to evaluate the cognitive impact of ArtontheBrain on low vision users. 展开更多
关键词 Quality of life leisure activities vision loss mobile health solutions
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Medical Image Compression Method Using Lightweight Multi-Layer Perceptron for Mobile Healthcare Applications
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作者 Taesik Lee Dongsan Jun +4 位作者 Sang-hyo Park Byung-Gyu Kim Jungil Yun Kugjin Yun Won-Sik Cheong 《Computers, Materials & Continua》 SCIE EI 2022年第1期2013-2029,共17页
As video compression is one of the core technologies required to enable seamless medical data streaming in mobile healthcare applications,there is a need to develop powerful media codecs that can achieve minimum bitra... As video compression is one of the core technologies required to enable seamless medical data streaming in mobile healthcare applications,there is a need to develop powerful media codecs that can achieve minimum bitrates while maintaining high perceptual quality.Versatile Video Coding(VVC)is the latest video coding standard that can provide powerful coding performance with a similar visual quality compared to the previously developed method that is High Efficiency Video Coding(HEVC).In order to achieve this improved coding performance,VVC adopted various advanced coding tools,such as flexible Multi-type Tree(MTT)block structure which uses Binary Tree(BT)split and Ternary Tree(TT)split.However,VVC encoder requires heavy computational complexity due to the excessive Ratedistortion Optimization(RDO)processes used to determine the optimalMTT block mode.In this paper,we propose a fast MTT decision method with two Lightweight Neural Networks(LNNs)using Multi-layer Perceptron(MLP),which are applied to determine the early termination of the TT split within the encoding process.Experimental results show that the proposed method significantly reduced the encoding complexity up to 26%with unnoticeable coding loss compared to the VVC TestModel(VTM). 展开更多
关键词 mobile healthcare video coding complexity reduction multilayer perceptron VVC intra prediction multi-type tree ternary tree neural network
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Improving cirrhosis care: The potential for telemedicine and mobile health technologies 被引量:2
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作者 Matthew Jonathon Stotts Justin Alexander Grischkan Vandana Khungar 《World Journal of Gastroenterology》 SCIE CAS 2019年第29期3849-3856,共8页
Decompensated cirrhosis is a condition associated with significant morbidity and mortality. While there have been significant efforts to develop quality metrics that ensure high-value care of these patients, wide vari... Decompensated cirrhosis is a condition associated with significant morbidity and mortality. While there have been significant efforts to develop quality metrics that ensure high-value care of these patients, wide variations in clinical practice exist. In this opinion review, we discuss the quality gap in the care of patients with cirrhosis, including low levels of compliance with recommended cancer screening and other clinical outcome and patient-reported outcome measures. We posit that innovations in telemedicine and mobile health (mHealth) should play a key role in closing the quality gaps in liver disease management. We highlight interventions that have been performed to date in liver disease and heart failurefrom successful teleconsultation interventions in the care of veterans with cirrhosis to the use of telemonitoring to reduce hospital readmissions and decrease mortality rates in heart failure. Telemedicine and mHealth can effectively address unmet needs in the care of patients with cirrhosis by increasing preventative care, expanding outreach to rural communities, and increasing high-value care. We aim to highlight the benefits of investing in innovative solutions in telemedicine and mHealth to improve care for patients with cirrhosis and create downstream cost savings. 展开更多
关键词 CIRRHOSIS Liver disease Quality improvement TELEMEDICINE TELEMONITORING mobile health
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The Clinical Study of a New Management Model Using Mobile Health for Senile Hypertension 被引量:2
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作者 Jian Shi Ping Wang Aimin Wang 《Health》 2019年第8期1087-1094,共8页
Objective: To evaluate a new management model using mobile health for senile hypertension. Methods: This medical service combined traditional medical treatment with Mobile Health. We use it to explore a new and effect... Objective: To evaluate a new management model using mobile health for senile hypertension. Methods: This medical service combined traditional medical treatment with Mobile Health. We use it to explore a new and effective model of elderly hypertension management and the most effective and lowest cost management crowd. According to the randomized controlled design of trial, 105 old hypertensive patients participated in the study voluntarily in the Qingdao Municipal Hospital were randomly divided into the experimental group (75 cases) and control group (30 cases). Experimental group is divided into geriatric specialist group (25 cases), general practitioner group (25 cases) and nurse group (25 cases). Blood pressure was administered in experimental (with the new model) and control groups (with the traditional model) for 2 months to compare their blood pressure and the decrease of them. Results: Blood pressure was compared between the two groups before and after administration. The systolic blood pressure (SBP) of experimental group is 162.44 ± 13.970 mmHg before administration. SBP of experimental group is 147.69 ± 13.509 mmHg after administration, the difference is statistically significant (P = 0.000). The diastolic blood pressure (DBP) of experimental group is 91.58 ± 10.822 mmHg before administration. DBP of experimental group is 84.64 ± 10.412 mmHg after administration, P = 0.003. SBP of control group is 159.93 ± 15.238 mmHg before administration. The systolic blood pressure of control group is 152.33 ± 14.115 (mmHg) after administration. P is 0.167 (P > 0.05). The difference was not statistically significant. DBP of control group is 94.73 ± 12.401 (mmHg) before administration. DBP of control group is 90.60 ± 11.115 (mmHg) after administration. P is 0.345 (P > 0.05). The difference was not statistically significant. The decrease of SBP of geriatric specialist group, general practitioner group and nurse group is 18.40 ± 11.764 mmHg, 14.47 ± 9.44 mmHg, 10.80 ± 6.026 mmHg. The difference was not statistically significant (P > 0.05). The decrease of DBP of geriatric specialist group, general practitioner group and nurse group is 9.33 ± 7.451 mmHg vs. 5.33 ± 6.287 mmHg vs. 6.13 ± 5.069 mmHg (P > 0.05). Conclusion: The new model is effective and it works well for controlling blood pressure of elderly hypertensive patients. Especially with the doctors and patients’ families, the management effect has been obviously improved. Medical interventions make the new model more scientific. The management of geriatric specialists, general practitioners and nurses is equally valid. 展开更多
关键词 SENILE HYPERTENSION MANAGEMENT MODEL mobile health
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Use of Mobile Health Applications and the Self-Management of Cancer: A Gendered Approach 被引量:1
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作者 Rita Mano 《Open Journal of Preventive Medicine》 2019年第10期126-139,共14页
The growing use of mobile health applications for health purposes increased the expectations about their effectiveness. The study examines the effectiveness of mobile health applications on the self-management behavio... The growing use of mobile health applications for health purposes increased the expectations about their effectiveness. The study examines the effectiveness of mobile health applications on the self-management behaviors of 168 individuals diagnosed with cancer. The results of a secondary analysis indicate that using extensively mobile health applications significantly increases women’s health empowerment attitudes—reaching health decisions, changing their approach to health concerns, seeking additional health consultation. However, the use of mobile health applications does not increase the likelihood of adopting self-management behaviors. The study indicates that the effectiveness of mobile health applications in self-management practices is contingent upon a set of personal characteristics and the level of technology skills. 展开更多
关键词 CANCER mobile health APPLICATIONS SELF-MANAGEMENT WOMEN
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A Study of Address Shortage in a Tree Based ZigBee Network for Mobile Health Applications 被引量:1
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作者 Ka Lun Lam Hoi Yan Tung +4 位作者 King Tim Ko Kim Fung Tsang Hoi Ching Tung Yat Wah Leung Wing Hong Lau 《Wireless Sensor Network》 2012年第5期147-153,共7页
There are increasing demands for mobile health applications. This paper reports the development of a mobile health profile which dedicates to mobile applications. The mobile health profile is developed in association ... There are increasing demands for mobile health applications. This paper reports the development of a mobile health profile which dedicates to mobile applications. The mobile health profile is developed in association with the ZigBee Health Care profile and the IEEE 11073 standard which is normally applied to non-mobile applications. Since mobile sensors have to be carried by patients, the mobile health profile must facilitate mobility. In this investigation, a ZigBee fixed-mobile network (ZFMN) is defined and developed to supplement the ZigBee Health Care Profile for patient monitoring. The mobility study of ZigBee is performed using a random waypoint OPNET simulation model. In a ZFMN, the critical issue of address shortage is identified and discussed. It is analyzed that the problematic address shortage in a ZFMN may generate a huge amount of orphaned end devices and thus the packet drop percentage may potentially rise to 70%, rendering the network unable to function properly. Without introducing additional governing schemes, it is evaluated that the communication of the entire ZigBee network may paralyze. Further vigorous test are performed (by OPNET) on the communication capability of ZFMN when devices are randomly moving and sending data in 1s. It is vital to point out that under the adverse condition of address shortage, the performance of a ZFMN is still encouraging as long as the packet drop percentage has been kept below 3% before running out of address. The conclusion drawn in this analysis is that the packet drop percentage should be kept below 3% to provide a satisfactory QoS for an effective mobile health application using ZFMN such as patient monitoring. Such finding is also important for other future mobile application design of ZigBee. The address shortage issue is left as an open problem that needs attention for a resolution. 展开更多
关键词 mobile health PATIENT Monitoring MOBILITY ZigBee TREE ADDRESS ASSIGNMENT ADDRESS SHORTAGE
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Implicit, Context Management Systems for Mobile Health Services
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作者 Vahid Farahmandian Abbas Asosheh 《E-Health Telecommunication Systems and Networks》 2015年第1期1-9,共9页
Objectives: In this paper data flow and executive model of Mobile Health services risk management by the use of context aware systems are provided. Materials and Methods: Mobile health (M-Health) refers to using porta... Objectives: In this paper data flow and executive model of Mobile Health services risk management by the use of context aware systems are provided. Materials and Methods: Mobile health (M-Health) refers to using portable electronic devices having application for delivering health services and patient’s information management. M-Health can offer various services remotely in prevention, detection, control, and treatment of disease or in the conditions of disaster for a patient or an environment. These services can have more acceptable quality by the help of Context Aware Systems which are defined as the capacity of computing equipment for detection, feeling, interpreting, and replying to user’s local environmental aspects and computing equipment itself. In this paper, executive model is offered for managing services of M-Health based on context aware systems. One of the supplies of developing a context aware system is having a clear and well-defined definition of context and developing appropriate context information provider. In order to deliver high quality and well-managed M-Health services in the form of context aware systems, having clinical risk management plan is necessary. Conclusions: M-Health services need to develop appropriate communication strategies for interacting with stockholders at each stage of clinical risk management process. Risks, which are primarily resides in service providers, communicating channels or service receiver sides, can be well identified and managed using clinical risk management, M-Health and context aware systems. Thereby, these systems can offer qualified and precise services. 展开更多
关键词 mobile health (M-health) CONTEXT Aware System CLINICAL RISK Management
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Prospects for Mobile Health in Pakistan and Other Developing Countries
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作者 Aqil Burney Zain Abbas +1 位作者 Nadeem Mahmood Qamar-ul Arifeen 《Advances in Internet of Things》 2013年第2期27-32,共6页
Pakistan is a developing country with more than half of its population located in rural areas. These areas neither have sufficient health care facilities nor a strong infrastructure that can address the health needs o... Pakistan is a developing country with more than half of its population located in rural areas. These areas neither have sufficient health care facilities nor a strong infrastructure that can address the health needs of the people. The expansion of Information and Communication Technology (ICT) around the globe has set up an unprecedented opportunity for delivery of healthcare facilities and infrastructure in these rural areas of Pakistan as well as in other developing countries. Mobile Health (mHealth)—the provision of health care services through mobile telephony—will revolutionize the way health care is delivered. From messaging campaigns to remote monitoring, mobile technology will impact every aspect of health systems. This paper highlights the growth of ICT sector and status of health care facilities in the developing countries, and explores prospects of mHealth as a transformer for health systems and service delivery especially in the remote rural areas. 展开更多
关键词 mobile health TELEMEDICINE Ehealth Mhealth ICT HEATH Care in Pakistan
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Determining Requirements for an Optimal Ad-Hoc Multicast Protocol in Mobile Health Care Training Systems
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作者 Anis Zarrad Ahmed Redha Mahlous 《Communications and Network》 2015年第2期81-88,共8页
Nowadays, Health Care Training-based System (HCTS) is a vital component in the education and training of health care in 3D Virtual Environment (VE). The practice of HCTS continues to grow at rapid pace throughout all ... Nowadays, Health Care Training-based System (HCTS) is a vital component in the education and training of health care in 3D Virtual Environment (VE). The practice of HCTS continues to grow at rapid pace throughout all of the healthcare disciplines, however research in this field is still in its early stage. Increasingly, decision makers and developers look forward to offer more sophisticated, much larger, and more complex HCTS to serve the desired outcome and improve the quality and safety of patient care. Due to the rapidly increasing usage of personal mobile devices and the need of executing HCTS applications in environments that have no previous network infrastructure available, Mobile Health Care Training-based System (MHCTS) is an expected future trend. In such systems, medical staff will share and collaborate in a 3D virtual environment through their mobile devices in an ad-hoc network (MANET) in order to accomplish specific missions’ typically surgical emergency room. Users are organized into various groups (Radiologists, Maternity departments, and General surgery etc...), and need to be managed by a multicast scheme to save network bandwidth and offer immersive sense. MHCTS is sensitive to networking issues, since interactive 3D graphics requires additional load due to the use of mobile devices. Therefore, we need to emphasize on the importance and the improvement of multicast techniques for the effectiveness of MHCTS and the management of collaborative group interaction. Research so far has devoted little attention to the network communication protocols design of such systems which is crucial to preserve the sense of immersion for participating users. In this paper, we investigate the effect of multicast routing protocol in advancing the field of Health care Training-based System to the benefit of patient’s safety, and health care professional. Also, we address the issue of selecting a multicast protocol to provide the best performance for a particular e-health system at any time. Previous work has demonstrated that multicast operates at least as efficiently as traditional MAODV. A comprehensive analysis about various ad-hoc multicast routing protocols is proposed. The selection key factors for the right protocol for MHCTS applications were safety and robustness. To the best of our knowledge, this work will be the first initiative involving systematic literature reviews to identify a research gate for the use of multicast protocol in health care simulation learning community. 展开更多
关键词 AD-HOC MULTICAST Protocol health CARE Training System 3D VIRTUAL Environment E-health
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Mobile Health Applications User Trends in Turkey
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作者 Seray Oney Doganyigit Elgiz Yilmaz 《Journalism and Mass Communication》 2015年第1期44-49,共6页
关键词 个人健康 移动医疗 移动应用 土耳其 用户 医疗服务 移动通信 应用程序
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Consumer Risk Perceptions in Mobile Health Services Adoption: Do They Matter?
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作者 Mihail Cocosila Ofir Turel 《E-Health Telecommunication Systems and Networks》 2022年第2期67-84,共18页
The purpose of this study is to investigate empirically the role of consumer perceived risks in the adoption of mobile health services. A theoretical model including the perceived risk associated with the activity tar... The purpose of this study is to investigate empirically the role of consumer perceived risks in the adoption of mobile health services. A theoretical model including the perceived risk associated with the activity targeted by a mobile health service and the perceived risk associated with the mobile service itself was developed and tested empirically in the context of an application supporting smoking cessation. The model was validated in a cross-sectional experiment conducted with 422 consumers in the UK and Canada. Findings show that while risk triggered by the nature of a health promotion activity is a strong driver of the adoption of the supporting mobile health service, risk related to the actual application targeting that activity is a comparatively weaker obstacle. The two contrasting risk perspectives are highly significant as they together explain over 31% of the variance in consumer intention to use the mobile health service, independently from other adoption factors. Overall, this study demonstrates that consumer risk perceptions alone are a multifaceted and meaningful component in mobile health services adoption, and that this element should not be overlooked in more complex research models. 展开更多
关键词 mobile Service Information and Communication Technology Consumer Adoption Perceived Risk healthcare
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A systematic review of the effect of mobile health on cardiac rehabilitation among coronary heart disease patients
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作者 Hui Liu Xiao Xiao +2 位作者 Chun-Mei Lu Dong-Lan Ling Rui-Hong Wei 《Frontiers of Nursing》 CAS 2018年第3期217-226,共10页
Objective: Mobile health(mHealth) provides an innovative and effective approach to promote prevention and management of coronary heart disease. However, the magnitude of its effects is unclear. The aim of this systema... Objective: Mobile health(mHealth) provides an innovative and effective approach to promote prevention and management of coronary heart disease. However, the magnitude of its effects is unclear. The aim of this systematic review was to examine the impact of mHealth-based cardiac rehabilitation outcomes among coronary heart disease patients.Methods: Medline, CINAHL, Embase, PubMed, Google Scholar, NICE, and Cochrane library were searched for randomized controlled trials published between January 2002 and March 2017 which compared mHealth with conventional cardiac rehabilitation programs among coronary heart disease patients.Results: Eight articles were included in this review. The impact of mHealth interventions on physical activity, medicine adherence,smoking cessation, level of anxiety, and quality of life was inconsistent among the articles.Conclusions: Further research is needed to conclusively determine the impact of mHealth interventions on cardiac rehabilitation outcomes. The limitations of the included studies(e.g., inadequate sample size, failure to address the core components of cardiac rehabilitation programs, and lack of theory-based design) should be taken into account when designing future studies. 展开更多
关键词 冠心病 患者 护理方法 治疗方法
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Patient Centered Real-Time Mobile Health Monitoring System
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作者 Won-Jae Yi Jafar Saniie 《E-Health Telecommunication Systems and Networks》 2016年第4期75-94,共20页
In this paper, we introduce a system architecture for a patient centered mobile health monitoring (PCMHM) system that deploys different sensors to determine patients’ activities, medical conditions, and the cause of ... In this paper, we introduce a system architecture for a patient centered mobile health monitoring (PCMHM) system that deploys different sensors to determine patients’ activities, medical conditions, and the cause of an emergency event. This system combines and analyzes sensor data to produce the patients’ detailed health information in real-time. A central computational node with data analyzing capability is used for sensor data integration and analysis. In addition to medical sensors, surrounding environmental sensors are also utilized to enhance the interpretation of the data and to improve medical diagnosis. The PCMHM system has the ability to provide on-demand health information of patients via the Internet, track real-time daily activities and patients’ health condition. This system also includes the capability for assessing patients’ posture and fall detection. 展开更多
关键词 Patient Remote health Monitoring Real-Time Sensor Data Processing Wireless Body Sensor Network Fall Detection Heart Monitoring
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A Case Study of Mobile Health Applications:The OWASP Risk of Insufficient Cryptography
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作者 Suzanna Schmeelk Lixin Tao 《Journal of Computer Science Research》 2022年第1期22-31,共10页
Mobile devices are being deployed rapidly for both private and professional reasons.One area of that has been growing is in releasing healthcare applications into the mobile marketplaces for health management.These ap... Mobile devices are being deployed rapidly for both private and professional reasons.One area of that has been growing is in releasing healthcare applications into the mobile marketplaces for health management.These applications help individuals track their own biorhythms and contain sensitive information.This case study examines the source code of mobile applications released to GitHub for the Risk of Insufficient Cryptography in the Top Ten Mobile Open Web Application Security Project risks.We first develop and justify a mobile OWASP Cryptographic knowledge-graph for detecting security weaknesses specific to mobile applications which can be extended to other domains involving cryptography.We then analyze the source code of 203 open source healthcare mobile applications and report on their usage of cryptography in the applications.Our findings show that none of the open source healthcare applications correctly applied cryptography in all elements of their applications.As humans adopt healthcare applications for managing their health routines,it is essential that they consider the privacy and security risks they are accepting when sharing their data.Furthermore,many open source applications and developers have certain environmental parameters which do not mandate adherence to regulations.In addition to creating new free tools for security risk identifications during software development such as standalone or compiler-embedded,the article suggests awareness and training modules for developers prior to marketplace software release. 展开更多
关键词 OWASP mobile threats CRYPTOGRAPHY mobile application Mhealth healthcare ANDROID
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The Design of a Cloud and Mobile Healthcare System
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作者 Yun-Ru Lin Shou-Chih Lo 《International Journal of Communications, Network and System Sciences》 2016年第5期209-218,共10页
The aging society will become a serious problem for most countries in the world. Under the constraint of limited medical resource, the self-health management becomes important. In this paper, a mobile healthcare syste... The aging society will become a serious problem for most countries in the world. Under the constraint of limited medical resource, the self-health management becomes important. In this paper, a mobile healthcare system is implemented. One can easily monitor his/her physiological data through the using of a smartphone that is wirelessly connected to different medical detection devices. A cloud database is established for storing and analysing these physiological data. The guidance of suitable physical exercises to individuals is then given in the system. This paper shows the details of the system implementation. 展开更多
关键词 E-health healthcare Cloud Computing SMARTPHONE BLUETOOTH
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Study on Influencing Factors of Mental Health of Mobile Young White-Collar Workers in China
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作者 Tao Liu Lin Liu +1 位作者 Zeyu Chen Rong Fu 《International Journal of Mental Health Promotion》 2024年第2期127-138,共12页
Mobile young white-collar workers not only have the characteristics of mobile young people,but also have the characteristics of general white-collar workers.Under the influence of both,their mental health may be suffe... Mobile young white-collar workers not only have the characteristics of mobile young people,but also have the characteristics of general white-collar workers.Under the influence of both,their mental health may be suffering from“double disadvantage”.So,based on an ecological model of the stress process,this paper tries to use the data of the questionnaire on the mental health of mobile young white-collar workers in Zhejiang Province to explore the influence of some factors in the middle workplace and residence place on the mental health of micro individuals.The results show that:(1)The working environment with high control and low freedom and the workplace discrimination against the mobile status will have a negative impact on the mental health of mobile young white-collar workers;(2)Financial anxiety in daily life will lead to a decline in the mental health level of mobile young white-collar workers;(3)Good organizational support and neighborhood social relations can significantly relieve life pressure,so as to effectively improve the mental health of mobile young white-collar workers.It can be seen that we also need to pay more attention to the mental health of mobile young white-collar workers in order to improve their situation. 展开更多
关键词 mobile population young white-collar workers mental health ecological model stress process
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Internet-based nationwide evaluation of patient preferences for mobile health features in ankylosing spondylitis
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作者 Yiwen Wang Xiaojian Ji +3 位作者 Lidong Hu Jian Zhu Jianglin Zhang Feng Huang 《Intelligent Medicine》 CSCD 2023年第2期97-103,共7页
Background Ankylosing spondylitis(AS)generally occurs in young adults.The functional impairments resulting in limitation in activities and social participation might exert lifetime impacts.The present study investigat... Background Ankylosing spondylitis(AS)generally occurs in young adults.The functional impairments resulting in limitation in activities and social participation might exert lifetime impacts.The present study investigated the preferences for mobile health(mHealth)features motivating the self-management behaviors in AS.Methods The present study was an internet-based,nationwide quantitative study based on the Chinese Ankylos-ing Spondylitis Prospective Imaging Cohort(CASPIC)study,which was a nationwide,ongoing,prospective cohort study launched in conjunction with Smart-phone SpondyloArthritis Management System(SpAMS)in China.Par-ticipants with AS from the CASPIC were invited to report their mHealth preferences from December 2019 to February 2020.The questionnaire was designed to determine the patient preferences for 28 mHealth features.Sociodemographic characteristics,including age,gender,and work status,were collected.Results Among all the visitors to the online questionnaire(n=872),93.9%(819/872)respondents fully com-pleted the questionnaire and were enrolled in the present study.The mean age was(33.4±9.0)years,and 70.57%(578/819)of the respondents were males.The mean scores of 22(78.57%)features were greater than 4(like or strongly like).The mean standard deviation(SD)score of exercise instructions was 4.70(0.63),which was the most preferred feature,whereas the social interaction features were preferred the least.Pain analysis was more preferred among female respondents(4.72 vs.4.60,P=0.012),whereas all items of the social interaction theme and social interaction as a whole(3.73 vs.3.52,P<0.001)were less preferred among female respondents.Additionally,the following themes were more preferred by respondents aged≤40 years:credibility and styling(4.37 vs.4.19,P<0.001);disease action support(4.55 vs.4.47,P=0.007);and incentivization(4.35 vs.4.24,P=0.025).Conclusion AS patients show great interest for the majority of mHealth features.Exercise instructions and exercise scheduling are the most preferred features,whereas social interaction is the least preferred feature.In addition,gender-related and age-related differences exist in mHealth feature preferences. 展开更多
关键词 Ankylosing spondylitis SPONDYLOARTHRITIS Digital health mobile health Patient preference
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基于MobileNetV3Small-ECA的水稻病害轻量级识别研究
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作者 袁培森 欧阳柳江 +1 位作者 翟肇裕 田永超 《农业机械学报》 EI CAS CSCD 2024年第1期253-262,共10页
为实现水稻病害的轻量化识别与检测,使用ECA注意力机制改进MobileNetV3Small模型,并使用共享参数迁移学习对水稻病害进行智能化轻量级识别和检测。在PlantVillage数据集上进行预训练,将预训练得到的共享参数迁移到对水稻病害识别模型上... 为实现水稻病害的轻量化识别与检测,使用ECA注意力机制改进MobileNetV3Small模型,并使用共享参数迁移学习对水稻病害进行智能化轻量级识别和检测。在PlantVillage数据集上进行预训练,将预训练得到的共享参数迁移到对水稻病害识别模型上微调优化。在开源水稻病害数据集上进行试验测试,试验结果表明,在非迁移学习下,识别准确率达到97.47%,在迁移学习下识别准确率达到99.92%,同时参数量减少26.69%。其次,通过Grad-CAM进行可视化,本文方法与其他注意力机制CBAM和SENET相比,ECA模块生成的结果与图像中病斑的位置和颜色更加一致,表明网络可以更好地聚焦水稻病害的特征,并且通过可视化和各水稻病害分析了误分类原因。本文方法实现了水稻病害识别模型的轻量化,使其能够在移动设备等资源受限的场景中部署,达到快速、高效、便携的目的。同时开发了基于Android的水稻病害识别系统,方便于在边缘端进行水稻病害识别分析。 展开更多
关键词 水稻病害识别 迁移学习 高效通道注意力机制 mobileNetV3Small 移动端部署
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