{"title":"基于区块链人工智能的医疗物联网应用中的信任和可依赖性:研究挑战与未来方向","authors":"Ellis Solaiman, Christa Awad","doi":"10.1109/mitp.2024.3378582","DOIUrl":null,"url":null,"abstract":"This article critically reviews the integration of AI and blockchain technologies in the context of Medical Internet of Things (MedIoT) applications, where they collectively promise to revolutionize health-care delivery. By examining current research, we underscore AI’s potential in advancing diagnostics and patient care, alongside blockchain’s capacity to bolster data security and patient privacy. We focus particularly on the imperative to cultivate trust and ensure reliability within these systems. Our review highlights innovative solutions for managing health-care data and challenges, such as ensuring scalability, maintaining privacy, and promoting ethical practices, within the MedIoT domain. We present a vision for integrating AI-driven insights with blockchain security in health care, offering a comprehensive review of current research and future directions. We conclude with a set of identified research gaps and propose that addressing these is crucial for achieving the dependable, secure, and patient-centric MedIoT applications of tomorrow.","PeriodicalId":49045,"journal":{"name":"IT Professional","volume":"38 1","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Trust and Dependability in Blockch-AI-n-Based Medical Internet of Things Applications: Research Challenges and Future Directions\",\"authors\":\"Ellis Solaiman, Christa Awad\",\"doi\":\"10.1109/mitp.2024.3378582\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article critically reviews the integration of AI and blockchain technologies in the context of Medical Internet of Things (MedIoT) applications, where they collectively promise to revolutionize health-care delivery. By examining current research, we underscore AI’s potential in advancing diagnostics and patient care, alongside blockchain’s capacity to bolster data security and patient privacy. We focus particularly on the imperative to cultivate trust and ensure reliability within these systems. Our review highlights innovative solutions for managing health-care data and challenges, such as ensuring scalability, maintaining privacy, and promoting ethical practices, within the MedIoT domain. We present a vision for integrating AI-driven insights with blockchain security in health care, offering a comprehensive review of current research and future directions. We conclude with a set of identified research gaps and propose that addressing these is crucial for achieving the dependable, secure, and patient-centric MedIoT applications of tomorrow.\",\"PeriodicalId\":49045,\"journal\":{\"name\":\"IT Professional\",\"volume\":\"38 1\",\"pages\":\"\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2024-06-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IT Professional\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1109/mitp.2024.3378582\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IT Professional","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1109/mitp.2024.3378582","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
Trust and Dependability in Blockch-AI-n-Based Medical Internet of Things Applications: Research Challenges and Future Directions
This article critically reviews the integration of AI and blockchain technologies in the context of Medical Internet of Things (MedIoT) applications, where they collectively promise to revolutionize health-care delivery. By examining current research, we underscore AI’s potential in advancing diagnostics and patient care, alongside blockchain’s capacity to bolster data security and patient privacy. We focus particularly on the imperative to cultivate trust and ensure reliability within these systems. Our review highlights innovative solutions for managing health-care data and challenges, such as ensuring scalability, maintaining privacy, and promoting ethical practices, within the MedIoT domain. We present a vision for integrating AI-driven insights with blockchain security in health care, offering a comprehensive review of current research and future directions. We conclude with a set of identified research gaps and propose that addressing these is crucial for achieving the dependable, secure, and patient-centric MedIoT applications of tomorrow.
IT ProfessionalCOMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
5.00
自引率
0.00%
发文量
111
审稿时长
>12 weeks
期刊介绍:
IT Professional is a technical magazine of the IEEE Computer Society. It publishes peer-reviewed articles, columns and departments written for and by IT practitioners and researchers covering:
practical aspects of emerging and leading-edge digital technologies,
original ideas and guidance for IT applications, and
novel IT solutions for the enterprise.
IT Professional’s goal is to inform the broad spectrum of IT executives, IT project managers, IT researchers, and IT application developers from industry, government, and academia.