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
  • [31] Maritime Digital Twin architecture A concept for holistic Digital Twin application for shipbuilding and shipping
    Giering, Jan-Erik
    Dyck, Alexander
    [J]. AT-AUTOMATISIERUNGSTECHNIK, 2021, 69 (12) : 1081 - 1095
  • [32] Architecture of a Digital Twin for Enabling Digital Services for Battery Systems
    Merkle, Lukas
    Segura, Alexander Salinas
    Grummel, Jan Torben
    Lienkamp, Markus
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL CYBER PHYSICAL SYSTEMS (ICPS 2019), 2019, : 155 - 160
  • [33] Digital Twin Architecture for Ambient Assisted Living
    Ramadan, Abbas
    De Lamotte, Florent Frizon
    Julien, Nathalie
    [J]. SERVICE ORIENTED, HOLONIC AND MULTI-AGENT MANUFACTURING SYSTEMS FOR INDUSTRY OF THE FUTURE, SOHOMA 2023, 2024, 1136 : 124 - 134
  • [34] A Digital Twin Architecture for Security, Privacy and Safety
    Damjanovic-Behrendt, Violeta
    [J]. ERCIM NEWS, 2018, (115): : 25 - 26
  • [35] A Digital Twin enabled Maritime Networking Architecture
    Wang, Zhen
    Lin, Bin
    [J]. 2022 IEEE 95TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-SPRING), 2022,
  • [36] The Advent of the Digital Twin: A Prospective in Healthcare in the Next Decade
    Luis Rojas-Arce, Jorge
    Cassiel Ortega-Maldonado, Eduardo
    [J]. ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: ARTIFICIAL INTELLIGENCE FOR SUSTAINABLE AND RESILIENT PRODUCTION SYSTEMS, APMS 2021, PT IV, 2021, 633 : 249 - 255
  • [37] Digital Twin Perspective of Fourth Industrial and Healthcare Revolution
    Khan, Sagheer
    Arslan, Tughrul
    Ratnarajah, Tharmalingam
    [J]. IEEE ACCESS, 2022, 10 : 25732 - 25754
  • [38] Robot Digital Twin towards Industry 4.0
    Vladareanu, Luige
    Gal, Alexandru, I
    Melinte, Octavian D.
    Vladareanu, Victor
    Iliescu, Mihaiela
    Bruja, Adrian
    Feng, Yongfei
    Ciocirlan, Alexandra
    [J]. IFAC PAPERSONLINE, 2020, 53 (02): : 10867 - 10872
  • [39] Scenarios for digital twin deployment in healthcare facilities management
    Madubuike, Obinna Chimezie
    Anumba, Chinemelu J.
    Agapaki, Evangelia
    [J]. JOURNAL OF FACILITIES MANAGEMENT, 2023,
  • [40] Digital Twin Technology: New Frontiers for Personalized Healthcare
    Landini, Luigi
    Positano, Vincenzo
    Santarelli, Maria Filomena
    Celi, Simona
    [J]. ELECTRONICS, 2023, 12 (08)