医疗5.0中的虚拟辅助远程手术:区块链和可解释人工智能的相互作用

Pronaya Bhattacharya, M. Obaidat, Darshan Savaliya, Sakshi Sanghavi, S. Tanwar, B. Sadoun
{"title":"医疗5.0中的虚拟辅助远程手术:区块链和可解释人工智能的相互作用","authors":"Pronaya Bhattacharya, M. Obaidat, Darshan Savaliya, Sakshi Sanghavi, S. Tanwar, B. Sadoun","doi":"10.1109/cits55221.2022.9832978","DOIUrl":null,"url":null,"abstract":"Smart healthcare has transitioned towards health-care 5.0, which allows ambient tracking of patients, emotive telemedicine, telesurgery, wellness monitoring, virtual clinics, and personalized care. Thus, the metaverse is a potential tool to leverage digital connectivity via improved healthcare experience in virtual environments. However, despite its potential benefits, patient’s sensitive information is captured, and digital avatars are created that interact with healthcare stakeholders for connected virtual care. As metaverse components are decentralized, blockchain (BC) is a potential solution to induce transparency and immutability in stored transactions on metaverse. For clinical decision support in BC-assisted metaverse enabled, Healthcare 5.0, accurate and interpretable diagnosis is critical. Thus, explainable AI (xAI) forms another critical component that provides trust in the healthcare informatics front. A dual solution of trusted informatics is possible via the interplay of BC and xAI in metaverse-enabled Healthcare 5.0. The article investigates the interplay through a proposed telesurgical scheme between patients, virtual hospitals, and doctors. Next, we discuss the potential challenges and present an experimental use-case of the benefits of our proposed architecture over traditional telesurgery systems.","PeriodicalId":136239,"journal":{"name":"2022 International Conference on Computer, Information and Telecommunication Systems (CITS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"Metaverse assisted Telesurgery in Healthcare 5.0: An interplay of Blockchain and Explainable AI\",\"authors\":\"Pronaya Bhattacharya, M. Obaidat, Darshan Savaliya, Sakshi Sanghavi, S. Tanwar, B. Sadoun\",\"doi\":\"10.1109/cits55221.2022.9832978\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Smart healthcare has transitioned towards health-care 5.0, which allows ambient tracking of patients, emotive telemedicine, telesurgery, wellness monitoring, virtual clinics, and personalized care. Thus, the metaverse is a potential tool to leverage digital connectivity via improved healthcare experience in virtual environments. However, despite its potential benefits, patient’s sensitive information is captured, and digital avatars are created that interact with healthcare stakeholders for connected virtual care. As metaverse components are decentralized, blockchain (BC) is a potential solution to induce transparency and immutability in stored transactions on metaverse. For clinical decision support in BC-assisted metaverse enabled, Healthcare 5.0, accurate and interpretable diagnosis is critical. Thus, explainable AI (xAI) forms another critical component that provides trust in the healthcare informatics front. A dual solution of trusted informatics is possible via the interplay of BC and xAI in metaverse-enabled Healthcare 5.0. The article investigates the interplay through a proposed telesurgical scheme between patients, virtual hospitals, and doctors. Next, we discuss the potential challenges and present an experimental use-case of the benefits of our proposed architecture over traditional telesurgery systems.\",\"PeriodicalId\":136239,\"journal\":{\"name\":\"2022 International Conference on Computer, Information and Telecommunication Systems (CITS)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Computer, Information and Telecommunication Systems (CITS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/cits55221.2022.9832978\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Computer, Information and Telecommunication Systems (CITS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/cits55221.2022.9832978","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

摘要

智能医疗保健已经过渡到医疗保健5.0,它允许对患者进行环境跟踪、情感远程医疗、远程外科手术、健康监测、虚拟诊所和个性化护理。因此,虚拟世界是一种潜在的工具,可以通过改善虚拟环境中的医疗保健体验来利用数字连接。然而,尽管它有潜在的好处,但患者的敏感信息被捕获,并创建与医疗保健利益相关者互动的数字化身,以实现连接的虚拟护理。由于元数据组件是分散的,区块链(BC)是一种潜在的解决方案,可以在元数据上的存储事务中引入透明度和不可变性。对于bc辅助的启用了元数据的Healthcare 5.0中的临床决策支持,准确且可解释的诊断至关重要。因此,可解释的人工智能(xAI)构成了在医疗保健信息学领域提供信任的另一个关键组件。通过BC和xAI在支持元数据的Healthcare 5.0中的相互作用,可以实现可信信息的双重解决方案。本文通过提出的远程手术方案,探讨了患者、虚拟医院和医生之间的相互作用。接下来,我们讨论了潜在的挑战,并提出了一个实验用例,说明我们提出的架构相对于传统远程手术系统的好处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Metaverse assisted Telesurgery in Healthcare 5.0: An interplay of Blockchain and Explainable AI
Smart healthcare has transitioned towards health-care 5.0, which allows ambient tracking of patients, emotive telemedicine, telesurgery, wellness monitoring, virtual clinics, and personalized care. Thus, the metaverse is a potential tool to leverage digital connectivity via improved healthcare experience in virtual environments. However, despite its potential benefits, patient’s sensitive information is captured, and digital avatars are created that interact with healthcare stakeholders for connected virtual care. As metaverse components are decentralized, blockchain (BC) is a potential solution to induce transparency and immutability in stored transactions on metaverse. For clinical decision support in BC-assisted metaverse enabled, Healthcare 5.0, accurate and interpretable diagnosis is critical. Thus, explainable AI (xAI) forms another critical component that provides trust in the healthcare informatics front. A dual solution of trusted informatics is possible via the interplay of BC and xAI in metaverse-enabled Healthcare 5.0. The article investigates the interplay through a proposed telesurgical scheme between patients, virtual hospitals, and doctors. Next, we discuss the potential challenges and present an experimental use-case of the benefits of our proposed architecture over traditional telesurgery systems.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Tracking container network connections in a Digital Data Marketplace with P4 Ciphertext-Policy Attribute-based Encryption for Securing IoT Devices in Fog Computing A CNN based localization and activity recognition algorithm using multi-receiver CSI measurements and decision fusion Learning-Automata-Based Energy Efficient Model for Device Lifetime Enhancement in LoRaWAN Networks A Deep Learning Based Bluetooth Indoor Localization Algorithm by RSSI and AOA Feature Fusion
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1