Metaverse in Healthcare Integrated with Explainable AI and Blockchain: Enabling Immersiveness, Ensuring Trust, and Providing Patient Data Security

Sensors, Год журнала: 2023, Номер 23(2), С. 565 - 565

Опубликована: Янв. 4, 2023

Digitization and automation have always had an immense impact on healthcare. It embraces every new advanced technology. Recently the world has witnessed prominence of metaverse which is emerging technology in digital space. The huge potential to provide a plethora health services seamlessly patients medical professionals with immersive experience. This paper proposes amalgamation artificial intelligence blockchain better, faster, more secure healthcare facilities space realistic Our proposed architecture can be summarized as follows. consists three environments, namely doctor's environment, patient's environment. doctors interact environment assisted by ensures safety, security, privacy data. main part our architecture. doctors, patients, nurses enter this registering they are represented avatars All consultation activities between doctor patient will recorded data, i.e., images, speech, text, videos, clinical etc., gathered, transferred, stored blockchain. These data used for disease prediction diagnosis explainable (XAI) models. GradCAM LIME approaches XAI logical reasoning diseases ensure trust, explainability, interpretability, transparency regarding diseases. Blockchain provides security while enabling transparency, traceability, immutability their features trust among Consequently, both patient. We also explored building block technologies metaverse. Furthermore, we investigated advantages challenges

Язык: Английский

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Blockchain Meets Metaverse and Digital Asset Management: A Comprehensive Survey

IEEE Access, Год журнала: 2023, Номер 11, С. 26258 - 26288

Опубликована: Янв. 1, 2023

Envisioned to be the next-generation Internet, metaverse has been attracting enormous attention from both academia and industry. The can viewed as a 3D immersive virtual world, where people use Augmented/Virtual Reality (AR/VR) devices access interact with others through digital avatars. While early versions of exist in several Massively Multiplayer Online (MMO) games, full-flesh is expected more complex enabled by various advanced technologies. Blockchain one crucial technologies that could revolutionize become decentralized democratic society its own economic governance system. Realizing importance blockchain for metaverse, our goal this paper provide comprehensive survey clarifies role including in-depth analysis asset management. To end, we discuss how enable different perspectives, ranging user applications services blockchain-enabled Furthermore, describe shape system perspective, solutions data potential security privacy aspects infrastructure also figured out, while full flow blockchain-based management investigated. Finally, wide range open challenges blockchain-empowered metaverse.

Язык: Английский

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Blockchain Application in Healthcare Systems: A Review

Systems, Год журнала: 2023, Номер 11(1), С. 38 - 38

Опубликована: Янв. 8, 2023

In the recent years, blockchain technology has gained significant attention in healthcare sector. It potential to alleviate a wide variety of major difficulties electronic health record systems. This study presents an elaborate overview existing research works on applications industry. paper evaluates 144 articles that discuss importance and limits using technologies improve operations. The objective is demonstrate technology’s uses highlight possible sectors for future domain. starts with extensive background its features. Then, focuses providing literature review selected current themes blockchain-based After that, application areas along solutions provided by systems are pointed out. Finally, discussion section provides insight into limitations, challenges directions.

Язык: Английский

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Exploring the Potential of Metaverse Technology in Healthcare: Applications, Challenges, and Future Directions

IEEE Access, Год журнала: 2023, Номер 11, С. 69686 - 69707

Опубликована: Янв. 1, 2023

In recent times, the emergence of Metaverse has garnered worldwide attention as an innovative digital space that holds immense potential to provide a wide range health services medical professionals and patients. With increasing stress on healthcare systems, it become crucial explore latest cost-effective solutions can fast reliable services. The focus this study, therefore, is applications metaverse in various care systems elaborate how efficiently improve clinical management Consequently, in-depth assessment been carried out, while covering its core fundamentals, key technologies, diverse medicine, including but not limited to, emergency response learning, hands-on experience anatomy orthopaedics, paediatrics so on. To carry out we have used exploratory approach analyze qualitative data our systematic review. Relevant articles from scientific databases such Web Science, Springer, Scopus, IEEE identified, analysis conducted using PRISMA reporting guideline ensure transparent comprehensive reporting. results study suggest transform by introducing novel methods for delivering Metaverse's AR/VR technologies enable remote consultations training, benefiting patients professionals. Additionally, access health-related information resources, empowering them manage their better make more informed decisions.

Язык: Английский

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Current Perspective of Metaverse Application in Medical Education, Research and Patient Care

Virtual Worlds, Год журнала: 2023, Номер 2(2), С. 115 - 128

Опубликована: Апрель 18, 2023

As virtual and augmented reality simulation technologies advance, the use of such in medicine is widespread. The advanced systems coupled with a complex interactive, immersive environment create metaverse. metaverse enables us to connect others world free spatial restrictions time constraints. In educational aspect, it allows collaboration among peers educators an 3D that can imitate actual classroom setting learning tools. Metaverse technology visualization structures, facilitates small group activities, improves mentor–mentee interactions, provides opportunities for self-directed experiences, helps develop teamwork skills. will be adapted rapidly healthcare, boost digitalization, grow surgical procedures medical education. potential advantages using diagnosing treating patients are tremendous. This perspective paper current state field proposes research directions harness benefits education, research, patient care. It aims spark interest discussion application healthcare inspire further this area.

Язык: Английский

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MetaOmniCity: Toward Immersive Urban Metaverse Cyberspaces Using Smart City Digital Twins

IEEE Access, Год журнала: 2023, Номер 11, С. 43844 - 43868

Опубликована: Янв. 1, 2023

The movie — Matrix (1999) boosted our imagination about how further we can be immersed within the cyber world, i.e., world indistinguishable from real world. Nobody, including creators, had expected that aspirational fictional virtual worlds such as “ActiveWorlds (1995)” and “Second Life (2003)” would impact way of experiencing urban environments with many experiences embedded into a rich featured 3D environment. Are going to stay ourselves while existing in mirror world? fabricated, created imaginary becoming part or vice versa? recent once-in-a-lifetime pandemic has confirmed importance location time-independent Digital Twins (DTs) (i.e., scale models) cities their automated services which provide everybody equity accessibility. This study analyses metaverse (3D elevation linear Internet), aims build high-fidelity interact with, engaged Smart City (SC) ecosystem high immersive Quality Experiences (QoE) leading increased (QoL). An framework MetaOmniCity is designed demonstrate variety insights orchestrational directions for policymakers, city planners all other stakeholders transform data-driven SCs DTs virtually inhabitable network shared point view. MetaOmniCity, allowing metaversification granular societies, MetaSocieties, eliminating boundaries between counterparts shaped particular requirements features cities. Urban worlds, an extension residents society, where physically blend are more organically integrated, ways living significantly practical implementations. open doors potential businesses tremendous global economic value by democratising skills/assets environment, paving globalisation bigger richer Country (MoC) World (MoW) being DT broader universe tangibly connected accelerate building, deployment, adoption networks citizens interface social individual experiences.

Язык: Английский

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Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions

IEEE Internet of Things Journal, Год журнала: 2023, Номер 10(24), С. 21873 - 21891

Опубликована: Авг. 14, 2023

Recent technological advancements have considerably improved healthcare systems to provide various intelligent services, improving life quality. The Metaverse, often described as the next evolution of Internet, helps users interact with each other and environment, thus offering a seamless connection between virtual physical worlds. Additionally, by integrating emerging technologies, such artificial intelligence (AI), cloud edge computing, Internet Things (IoT), blockchain, semantic communications, can potentially transform many vertical domains in general sector (healthcare Metaverse) particular. Metaverse holds huge potential revolutionize development systems, presenting new opportunities for significant delivery, personalized experiences, medical education, collaborative research, so on. However, challenges are associated realization privacy, interoperability, data management, security. Federated learning (FL), branch AI, opens up enormous deal aforementioned exploiting computing resources available at distributed devices. This motivated us present survey on adopting FL Metaverse. Initially, we preliminaries IoT-based conventional healthcare, Furthermore, benefits discussed. Subsequently, discuss several applications FL-enabled including diagnosis, patient monitoring, infectious disease, drug discovery. Finally, highlight solutions toward realizing

Язык: Английский

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How Does the Metaverse Shape Education? A Systematic Literature Review

Applied Sciences, Год журнала: 2023, Номер 13(9), С. 5682 - 5682

Опубликована: Май 5, 2023

In recent years, the potential of metaverse as a tool to connect people has been increasingly recognized. The opportunities offered by seem enormous in many sectors and fields application. However, on academic side, although growing number papers have found address adoption metaverse, clear overview solutions place their impact education largely neglected so far. context increasing challenges with this review aims investigate role education. This contribution research gap offering state-of-the-art analysis plays relation future work. study is based systematic approach performed means Preferred Reporting Items for Systematic Review Meta-Analyses (PRISMA) protocol. findings help us better understand benefits, risks immersive innovative learning experiences. Implications are discussed streams investigation identified.

Язык: Английский

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Unveiling the Metaverse: Exploring Emerging Trends, Multifaceted Perspectives, and Future Challenges

IEEE Access, Год журнала: 2023, Номер 11, С. 87087 - 87103

Опубликована: Янв. 1, 2023

The metaverse is an expanding network of digital spaces that are gaining popularity in the realm virtual environments. By utilizing representations known as avatars, users can interact and engage with each other immersive interconnected space. This paradigm shift computing represents a merging physical worlds, offering unprecedented level interactivity experience. Driven by advancements technologies such augmented reality, artificial intelligence, technologies, unlocking new avenues for human interaction innovation. presents wide range possibilities development interactive experiences, including social spaces, remote work, novel forms entertainment. However, it also faces significant challenges, privacy security concerns, issues equitable access, ethical legal considerations. Establishing robust framework crucial to ensure utilized greater good, promoting connection fostering creativity. evolution poised shape future life experience, exciting opportunities engagement review paper provides comprehensive analysis foundational principles, safety measures, confidentiality world, its overall design, characteristics, potential hazards. Our discussion aims provide perspective on challenges presented this emerging technology, how we leverage while addressing any associated risks.

Язык: Английский

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Leading Virtual Reality (VR) and Augmented Reality (AR) in Education: Bibliometric and Content Analysis From the Web of Science (2018–2022)

SAGE Open, Год журнала: 2023, Номер 13(3)

Опубликована: Июль 1, 2023

Emerging virtual reality and augmented (VR/AR) technologies in education have the potential to revolutionize whole educational experience. Studies shown that before introducing technology their pupils, educators should do a thorough assessment of technology’s viability possible acceptance classroom. However, not much is synthesized from body knowledge about leadership coupling VR AR education, including its trends direction research other domains. In this article, bibliometric content analysis has interest increased 2018 2022 Web Science database. The patterns formed Vosviewer also portrayed Virtual (VR) Augmented Reality (AR) are used many fields, medicine, arts, engineering, business, marketing. Other results data mining showed authors with most publications field, affiliated universities, source publications. wake Covid-19 epidemic, these findings may help improve opportunities for all students quality instruction they receive. As implications, harness current put digital actual world, enabling consumers more meaningful interaction it on desktop or hand-held devices. This shows animation, 3D graphics, sound replace traditional ways schooling future.

Язык: Английский

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