A machine learning and blockchain based secure and cost-effective framework for minor medical consultations

Hassija, Vikas; Ratnakumar, Rahul; Chamola, Vinay; Agarwal, Soumya; Mehra, Aryan; Kanhere, Salil S.; Bình, Huỳnh Thị Thanh

doi:10.1016/j.suscom.2021.100651

Cited by 12 publications

(10 citation statements)

References 41 publications

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“…For instance, AI and blockchain are used in medical consulting to establish an intelligent consulting system. While blockchain technology is used to create a personal account for everyone who enters the network, NLP is used to evaluate doctor consulting services (Hassija et al, 2022). Machine learning is used in the identity verification system for stronger patient privacy protection during the use of blockchain-based medical systems by providing authentication services with strong stability, high speed, and high accuracy (Al-Otaibi, 2022).…”

Section: False Information Dissemination Controlmentioning

confidence: 99%

The Application and Ethics of Artificial Intelligence in Blockchain

Chen

Feng

et al. 2023

Journal of Global Information Management

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AI-enabled blockchain refers to the use of AI to enable the analysis and decision-making processes based on data collected, shared, and stored by blockchain. This helps overcome some of the existing challenges in blockchain applications. Despite the growing number of review papers on blockchain and AI, there is a dearth of literature on AI-enabled blockchain in business scenarios. This study uses bibliometric-content analysis to (1) identify three stages of development of AI-enabled blockchain literature and point out the increasing diversity of technological applications; (2) identify the strongest foci of extant literature; (3) unveil the roles of AI-enabled blockchain in 10 application sectors, and identify the key roles of AI in enabling blockchain applications; (4) conclude the referred ethical issues from three levels and make further discussion. The findings present the trends of AI-enabled blockchain and could help developers and service providers better manage the use and ethical issues of AI in blockchain applications.

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Section: False Information Dissemination Controlmentioning

confidence: 99%

The Application and Ethics of Artificial Intelligence in Blockchain

Chen

Feng

et al. 2023

Journal of Global Information Management

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“…People can use XR devices and acquire the computing capacity to perform XR experiences from a data center, regardless of place or time, by streaming via 5G from the cloud. Immersive streaming is becoming more widely available thanks to cutting-edge technologies like NVIDIA CloudXR, enabling more XR users to experience high-fidelity settings everywhere [39], [40]. Microsoft HoloLens 2 is an untethered mixed reality headset (as shown in Figure 3) developed and manufactured by Microsoft.…”

Section: ) Extended Realitymentioning

confidence: 99%

Healthcare in Metaverse: A Survey on Current Metaverse Applications in Healthcare

et al. 2022

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The COVID-19 pandemic has revealed several limitations of existing healthcare systems. Thus, there is a surge in healthcare innovation and new business models using computer-mediated virtual environments to provide an alternative healthcare system. Today, digital transformation is not limited to virtual communication alone but encompasses digitalizing the network of social connections in the healthcare industry using metaverse technology. The metaverse is a universal and immersive virtual world facilitated by virtual reality (VR) and augmented reality (AR). This paper presents the first effort to offer a comprehensive survey that examines the latest metaverse developments in the healthcare industry, which covers seven domains: telemedicine, clinical care, education, mental health, physical fitness, veterinary, and pharmaceuticals. We review metaverse applications and deeply discuss technical issues and available solutions in each domain that can help develop a self-sustaining, persistent, and future-proof solution for medical healthcare systems. Finally, we highlight the challenges that must be tackled before fully embracing the metaverse for the healthcare industry.

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“…E-consultation platforms are made to help users to provide important medical information in a way that makes it easy for them to send and receive crucial information clearly and without any ambiguity (He et al, 2022). Due to the rise in psychological consultations, patients may not always feel comfortable addressing their mental concerns, leading to a communication breakdown, and as a result of these growing problems and the development of technology, many people are turning to e-consultations as a form of treatment (Hassija et al, 2022). Following the discussions above, this study argues that in COVID-19 individuals should not visit health facilities to consult physicians due to the risk of contracting the virus and rather can avail advice or treatment through e-consultation; physicians are also pleased with the e-consultation services, which enable them to continue practicing.…”

Section: Theoretical Backgroundmentioning

confidence: 99%

“…, 2022). Due to the rise in psychological consultations, patients may not always feel comfortable addressing their mental concerns, leading to a communication breakdown, and as a result of these growing problems and the development of technology, many people are turning to e-consultations as a form of treatment (Hassija et al. , 2022).…”

Section: Theoretical Foundationmentioning

confidence: 99%

Hospitality and COVID-19: a willingness to choose e-consultation owing to unemployment and home isolation

Behera

Bala

Panigrahi

et al. 2022

BIJ

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PurposeCoronavirus disease (COVID-19) was declared as a pandemic since COVID-19's widespread outbreak and the hospitality industry has been the hardest hit due to lockdown. Consequently, hospitality workers are suffering from the negative aspects of mental health. In the event of such a crisis, this study aims to explore the link between unemployment and home isolation to the willingness to choose electronic consultation (e-consultation) by exploiting psychological ill-being and behavioural intention (BI) with marital status as a moderator.Design/methodology/approachA quantitative methodology is applied to primary data collected from 310 workers from the hospitality industry through an online survey.FindingsFindings of this study suggest that the usage of the e-consultation service can be adopted using three levels. There are valid reasons to conclude unemployment and home isolation are linked to higher rates of psychological health behaviours, which can result in stigma, loss of self-worth and increased mortality. The adverse effect is higher for single individuals than for married people.Originality/valueThe study focussed on e-consultation, BI coupled with the Fishbein scale and a classification model for the prediction of willingness to choose e-consultation with the extension of Theory of Planned Behaviour (TPB).

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A machine learning and blockchain based secure and cost-effective framework for minor medical consultations

Cited by 12 publications

References 41 publications

The Application and Ethics of Artificial Intelligence in Blockchain

The Application and Ethics of Artificial Intelligence in Blockchain

Healthcare in Metaverse: A Survey on Current Metaverse Applications in Healthcare

Hospitality and COVID-19: a willingness to choose e-consultation owing to unemployment and home isolation

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