Towards Healthcare Digital Twin Architecture

被引:0
|
作者
Iqbal, Mubashar [1 ]
Suhail, Sabah [2 ]
Matulevicius, Raimundas [1 ]
Hussain, Rasheed [3 ]
机构
[1] Univ Tartu, Inst Comp Sci, Tartu, Estonia
[2] Vienna Univ Econ & Business, Inst Distributed Ledgers & Token Econ, Vienna, Austria
[3] Univ Bristol, Dept Elect & Elect Engn, Bristol, Avon, England
关键词
Digital twin (DT); Healthcare; Personalized healthcare; Artificial Intelligence (AI); Industry; 5.0; Metaverse;
D O I
10.1007/978-3-031-43126-5_4
中图分类号
F [经济];
学科分类号
02 ;
摘要
Digital Twins (DTs) have the potential to revolutionize the healthcare industry by offering effective and efficient healthcare services. However, there is a lack of clarity regarding the challenges pertaining to the creation of healthcare DTs from the components, design, and operational requirements perspective. In this paper, we address these gaps by examining the healthcare challenges and presenting the groundbreaking applications of DTs in healthcare to identify how they can address the healthcare challenges. We then discuss healthcare DTs' design and operational requirements, focusing on considerations that ensure their effective implementation and adoption. In accordance with the requirements, we propose an architecture for implementing healthcare DTs, covering the steps of building DTs from data collection and integration to DT model creation and deployment. Moreover, we present the proof of concept as a prototypical implementation of healthcare DT. Finally, we discuss the open challenges of healthcare DTs and future research directions.
引用
收藏
页码:45 / 60
页数:16
相关论文
共 50 条
  • [1] Towards a Healthcare Digital Twin
    Angulo, Cecilio
    Antonio Ortega, Juan
    Gonzalez-Abril, Luis
    [J]. ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2019, 319 : 312 - 315
  • [2] Towards a digital twin architecture for the lighting industry
    Guerra, Victor
    Hamon, Benoit
    Bataillou, Benoit
    Inamdar, Adwait
    van Driel, Willem D.
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 155 : 80 - 95
  • [3] Human Digital Twin for Personalized Healthcare: Vision, Architecture and Future Directions
    Okegbile, Samuel D.
    Cai, Jun
    Yi, Changyan
    Niyato, Dusit
    [J]. IEEE NETWORK, 2023, 37 (02): : 262 - 269
  • [4] TOWARDS AN AGENT-ORIENTED ARCHITECTURE OF THE DIGITAL HEALTHCARE ECOSYSTEM
    Vasilateanu, Andrei
    Serbanati, Luca Dan
    [J]. UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2012, 74 (02): : 87 - 102
  • [5] Towards a Model-Driven Architecture for Interactive Digital Twin Cockpits
    Dalibor, Manuela
    Michael, Judith
    Rumpe, Bernhard
    Varga, Simon
    Wortmann, Andreas
    [J]. CONCEPTUAL MODELING, ER 2020, 2020, 12400 : 377 - 387
  • [6] Digital twin for healthcare systems
    Vallee, Alexandre
    [J]. FRONTIERS IN DIGITAL HEALTH, 2023, 5
  • [7] A Healthcare Digital Twin Platform Architecture Based on OneM2M Standards
    Yun, Seongjin
    Kim, WonTae
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 124 : 212 - 212
  • [8] A TOOL-BASED SYSTEM ARCHITECTURE FOR A DIGITAL TWIN: A CASE STUDY IN A HEALTHCARE FACILITY
    Harode, Ashit
    Thabet, Walid
    Jamerson, W.E.
    Dongre, Poorvesh
    [J]. Journal of Information Technology in Construction, 2023, 28 : 107 - 137
  • [9] A TOOL-BASED SYSTEM ARCHITECTURE FOR A DIGITAL TWIN: A CASE STUDY IN A HEALTHCARE FACILITY
    Harode, Ashit
    Thabet, Walid
    Dongre, Poorvesh
    [J]. JOURNAL OF INFORMATION TECHNOLOGY IN CONSTRUCTION, 2023, 28 : 107 - 137
  • [10] Towards a Digital Twin Integrated DLT and IoT-Based Automated Healthcare Ecosystem
    Mukherjee, Prodipta Promit
    Afroj, Maharin
    Hossain, Sohaima
    Biswas, Milon
    [J]. RECENT TRENDS IN IMAGE PROCESSING AND PATTERN RECOGNITION, RTIP2R 2022, 2023, 1704 : 311 - 323