Evolving dynamic self-adaptation policies of mHealth systems for long-term monitoring

Ballesteros, Joaquín; Ayala, Inmaculada; Caro-Romero, Juan Rafael; Amor, Mercedes; Fuentes, Lidia

doi:10.1016/j.jbi.2020.103494

Cited by 10 publications

(5 citation statements)

References 36 publications

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“…Its enhanced system architecture makes the STM32 family of controllers richer and more powerful. The kernel is equipped with a compact nested vector interrupt controller, enabling faster interrupt events [ 12 ]. STM32 series microcontrollers mainly have the following advantages: Use ARM's latest, advanced architecture Cortex-M3 kernel Superior and innovative peripherals Excellent power consumption control Maximum integration Easy to develop and can make the product quickly enter the market A wide range of applications …”

Section: Methodsmentioning

confidence: 99%

“…UART-WIFI is based on the UART interface in-line with the UART-WiFi wireless network standard embedded module, built-in wireless network protocol stiffee802.u protocol, and TCP/IP protocol to find and achieve user serial port data to the wireless network between the conversion. Through the UART-WIFI module, traditional serial port devices can easily access the wireless network [ 12 , 18 , 19 ]. The WiFi module has excellent stability, signal strength, expansibility, and working performance.…”

Section: Methodsmentioning

confidence: 99%

“…Its enhanced system architecture makes the STM32 family of controllers richer and more powerful. e kernel is equipped with a compact nested vector interrupt controller, enabling faster interrupt events [12]. STM32 series microcontrollers mainly have the following advantages:…”

Section: Microcontroller Modulementioning

confidence: 99%

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The Design of a Track Monitoring System for Sports Injury Rehabilitation Training

Cheng

Cai

2021

Journal of Healthcare Engineering

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To realize the remote monitoring design in the process of rehabilitation training for athletes after an injury using computer technology, using Visual Studio 2010 development platform, and using ASP as the development language, NET as the development framework, the injury rehabilitation of injured athletes for dynamic monitoring of information management system, and its functions, system architecture and other detailed design. This article identified six laboratory workers outside the sample as experimental subjects. The experimental subjects’ blood oxygen flow, degree, and rate were measured in the normal condition, and the pulse wave was recorded. Then, the upper and lower limbs rehabilitation training robot developed by the laboratory was used for about 15 minutes of rehabilitation training with 3-gear difficulty. The results show that the data measured by the system are the same as the data measured by the Lu Yue brand finger clip type YX301 blood oxygen saturation detector and meet the design requirements. Conclusion. The monitoring accuracy of the system is high, the resistance signal waveform is basically consistent with the actual waveform, and the monitoring effect is good.

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Section: Methodsmentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

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The Design of a Track Monitoring System for Sports Injury Rehabilitation Training

Cheng

Cai

2021

Journal of Healthcare Engineering

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“…Notably, there was consistent agreement among these studies, as evidenced by the absence of heterogeneity, and the finding that patient adherence and engagement with a new intervention is a gradual process, often taking some time. 66 Additionally, the integration of DHI necessitates adaptation and technology familiarity that may take more time, particularly with patients with advanced age. 67 Inconsistent findings have been observed in the previous studies, one of which found a positive impact of using DHI on QoL, 68 while another did not observe superiority of DHI on QoL compared to CBCR or usual care.…”

Section: Discussionmentioning

confidence: 99%

Digital health intervention in patients undergoing cardiac rehabilitation: systematic review and meta-analysis

Harbi,

Soh,

Yubbu

et al. 2024

F1000Res

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Background Cardiovascular disease (CVD) continues to be the foremost mortality internationally. Cardiac rehabilitation has proven as an effective program in reducing CVD burden. Participation in cardiac rehabilitation programs is very low. Digital health intervention emerged as an alternative method to deliver Cardiac rehabilitation. This review aimed to investigate the impact of digital health intervention on the outcomes of interest Methods the following databases: PubMed, CINAHL, Scopus, and Cochrane Library have been searched to retrieve randomized controlled trials that examine the impact of digital health intervention on blood pressure, body mass index, lipid profile, blood glucose, Six-Minute Walk Test, and peak oxygen consumption. filters were set to include studies published in English between 2000-2023. Results Nineteen studies were included in this review. Six-Minute Walk Test (MD = 16.70; 95% CI: 6.00 to 27.39, p = 0.000) and maximal oxygen consumption (SMD = 0.27; 95% CI: 0.08 to 0.45, p = 0.004) significantly improved following digital health intervention, after employing the sensitivity analysis significant improvement was observed in systolic (MD = -2.54; 95% CI: -4.98 to -0.11, p = 0.04) and diastolic blood pressure (SMD = -2.0182; 95% CI: -3.9436 to -0.0928, p = 0.04) favoring experimental groups. Subgroup analysis revealed significant improvement in quality of life after three months of follow-up (SMD = 0.18; 95% CI: 0.05 to 0.31, p = 0.00), no significant differences have been observed in body mass index, lipid profile, and blood glucose. Conclusion The findings emphasize the significant impact of digital vs CBCR or usual care on physical capacity, blood pressure, and quality of life. Despite the non-statistically significant differences in body mass index and lipid profile, the comparable effect between the two methods suggests the superiority of digital over CBCR or usual care due to its convenient nature, accessibility, and cost-effectiveness.

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“…Human Computer Interaction Applications in Healthcare: An Integrative Review 7 [6] To focus on design aspects to improving healthcare workflow by using advanced ML techniques.…”

Section: • Xaimentioning

confidence: 99%

Human Computer Interaction Applications in Healthcare: An Integrative Review

Mishra,

Satpathy,

Pati

2023

EAI Endorsed Trans Perv Health Tech

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INTRODUCTION: Human computer interaction (HCI) interprets the design model and the uses of computer technology which focuses on the interface between the user and the computer. HCI is a very important factor in the design of software-oriented decision-making ideas in health-care organizations and also it assists in accurate detection of image, disease including safety of the patients. OBJECTIVES: There are some pitfalls arises over some previous works on cloud based HCI applications. For that reason, to masafety, patient’s safety we wanted to work on explainable artificial intelligence (x-AI) and human intelligence in conjunction with HCI in various fields and algorithms to pro-vide transparency to the user. This may also use some web-based technologies and digital platforms with HCI for development of quality, safety and usability of the patients. METHODS: The purpose of this study about the communication between the HCI design and healthcare system through client and apply that method to the information system of Healthcare department to analyse the functions, effects and outcomes. RESULTS: The integration of explainable artificial intelligence (x-AI) and human intelligence with Human-Computer Interaction (HCI) demonstrated promising potential in enhancing patient safety and optimizing healthcare processes. CONCLUSION: By leveraging web-based technologies and digital platforms, this study established a framework for improving the quality, safety, and usability of healthcare services through effective communication between HCI design and healthcare systems.

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Evolving dynamic self-adaptation policies of mHealth systems for long-term monitoring

Cited by 10 publications

References 36 publications

The Design of a Track Monitoring System for Sports Injury Rehabilitation Training

The Design of a Track Monitoring System for Sports Injury Rehabilitation Training

Digital health intervention in patients undergoing cardiac rehabilitation: systematic review and meta-analysis

Human Computer Interaction Applications in Healthcare: An Integrative Review

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