Research on the Security Enhanced Smart Hardware Assisted Regression Analysis and Health Monitoring Technique based Expanded Training Exercise Effect Evaluation Model

Shi, Kejin

doi:10.14257/ijsia.2016.10.2.28

Cited by 2 publications

(4 citation statements)

References 30 publications

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“…Several studies voiced concerns about the speed and analysis of massive volumes of data [21,40,41] following data collection and processing [42,43], data management [2,44], and data monitoring. These potential difficulties must be addressed in order to assure the availability, dependability, and correctness of big data [28,45] and to aid decision-makers in making sound decisions [43,46]. b) Security and privacy: Both "security" and "privacy," which concentrate on data security, are related concepts.…”

Section: B Technical Reviewmentioning

confidence: 99%

Behavior Intention of Chronic Illness Patients in Malaysia to Use IoT-based Healthcare Services

Jawad¹,

Hassan²,

Zaidan³

2023

IJACSA

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The Internet of Things (IoT) has emerged as a trend in the healthcare industry to develop innovative solutions that enhance patient outcomes and operational efficiency. Healthcare has become more accessible, affordable, and efficient to sensors, wearables, and health monitors. The healthcare industry's adoption of the Internet of Things is lagging behind other sectors despite its many benefits. This study aims to investigate the extent to which chronic patients in Malaysia are using healthcare services made possible by the Internet of Things. To that end, this study proposes a unified framework to examine how these highlighted factors affect Behavioral Intention (BI) with regard to adopting IoT healthcare services. The innovation here is in bringing together three distinct theories: i) the Technology-Organization-Environment Framework (TOE), which is a framework for understanding how companies adopt new technologies; ii) the Unified Theory of Acceptance and Use of Technology (UTAUT); and iii) the Social Exchange Theory (SE). Patients in Malaysia who are coping with long-term health issues were surveyed online. This study also employs SPSS and Smart Partial Least Square (Smart PLS) for data analysis. Eleven hypothesized predictive components have been investigated. The results showed that chronic illness patients' BI towards adopting IoT solutions was considerably impacted by both individual and technological factors and related aspects. The impact of BI on Use Behaviour (UB) also showed similar outcomes. Moreover, trust somewhat mediates the impact of both individual and technological factors on BI.The findings of this investigation will be beneficial to policymakers and suppliers of healthcare in that country. Additionally, the patients and their family members would gain benefits from the study due to the fact that the delivery of comprehensive treatment, especially in the field of chronic disease management, will be improved through IoT-healthcare services. The Internet of Things will also let medical staff function remotely and professionally.

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Section: B Technical Reviewmentioning

confidence: 99%

Behavior Intention of Chronic Illness Patients in Malaysia to Use IoT-based Healthcare Services

Jawad¹,

Hassan²,

Zaidan³

2023

IJACSA

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“…Issues relating to speed and analysis of huge amounts of data [3,28,88] after data collection and processing [35,96], data management [8,23] and data monitoring were raised by several researchers. These potential issues need to be solved to ensure the availability, reliability, and accuracy of big data [89,103], as well as to assist the decision-makers in taking the right decision [94,96]. Nevertheless, a few studies highlighted the need to support the decision-making process by building a model on IoT-based platforms [26,100].…”

Section: -Internet Of Thingsmentioning

confidence: 99%

“…One of the most well-known types of attacks in this area is the Mirai attack, which can generate malicious and unusual traffic at several gigabits per second with the help of IoT devices [16,105]. Hence, authentication is the first step to ensure system security [32,74,101], while other studies have focused on the data security mechanism [84,94]. For example, the researcher Almaiah, proposed a creative hybrid model for authentication and reliable data retention in IoT-based healthcare software [52].…”

Section: -Security and Privacy Security And Privacy Have Been Reporte...mentioning

confidence: 99%

“…In this paper, the main goal of the authors was to secure information based on the development of a multi-layered block chain-based IoT data security approach. In another study, it suggested that combining theories is recommended to improve the performance of existing models [94]. Furthermore, several open research scopes that require efficient and innovative solutions include the communication network; complexity trade-off; data duplication; reducing fault detection rate [58] and using the real dataset to solve real problems more efficiently [65].…”

Section: -Using Various Technologies To Improve Healthcare Systemsmentioning

confidence: 99%

See 1 more Smart Citation

A Systematic Literature Review of Enabling IoT in Healthcare: Motivations, Challenges, and Recommendations

et al. 2022

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improving mobility, gathering medical data, and decreasing hospital and patient costs. IoT in healthcare is still one of the hot and trendy topics that needs in-depth investigation. No recent review has been conducted to elucidate the extent of research in the area, features of published papers, motives, and challenges in enabling IoT in healthcare systems. This study presents a comprehensive systematic review of the screened articles published between 2015 and 2022 pertaining to enabling IoT in healthcare services and applications. A total of 106 papers fulfilled the final inclusion criteria and were analyzed using systematic literature review (SLR). Two procedures were used to review the final articles: First, publications are examined in terms of study designs, publishing journals, and topics/study objectives. In the second approach, motives, challenges, and recommendations for enabling IoT in healthcare systems are explored. This article summarizes published studies on IoT in healthcare systems and its usage in smart healthcare service delivery. Based on the reviewed studies, recommendations for future research to enable the effective application of IoT in healthcare and service delivery are proposed.

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Research on the Security Enhanced Smart Hardware Assisted Regression Analysis and Health Monitoring Technique based Expanded Training Exercise Effect Evaluation Model

Abstract: Abstract

Cited by 2 publications

References 30 publications

Behavior Intention of Chronic Illness Patients in Malaysia to Use IoT-based Healthcare Services

Behavior Intention of Chronic Illness Patients in Malaysia to Use IoT-based Healthcare Services

A Systematic Literature Review of Enabling IoT in Healthcare: Motivations, Challenges, and Recommendations

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