Digital Twins in cancer: State-of-the-art and open research

被引:3
作者
HamlAbadi, Kamran Gholizadeh [1 ]
Vahdati, Monireh [1 ]
Saghiri, Ali Mohammad [2 ]
Forestiero, Agostino [3 ]
机构
[1] Islamic Azad Univ, Young Researchers & Elite Club, Qazvin, Iran
[2] AmirKabir Univ Technol, Comp Engn Dept, Tehran, Iran
[3] CNR ICAR, Arcavacata Di Rende, CS, Italy
来源
2021 IEEE/ACM CONFERENCE ON CONNECTED HEALTH: APPLICATIONS, SYSTEMS AND ENGINEERING TECHNOLOGIES (CHASE 2021) | 2021年
关键词
Cancer; Digital Twins; Application of medicine; HEALTH;
D O I
10.1109/CHASE52844.2021.00044
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Cancer is a dangerous ailment that influences any part of the body and could produce malignant tumors. One feature of cancer is that abnormal cells create quickly and expand beyond their regular bounds. This could attack various parts of the human body and spread to other organs, which is the primary cause of cancer death. Cancer is becoming a more serious worldwide health concern. In the face of these threats, advanced technologies such as Artificial Intelligence (AI), cognitive systems, and the Internet of Things (IoT) may be insufficient to prevent, predict, diagnose, and treat cancer. Digital Twins (DT) with a combination of IoT, AI, cloud computing, and communications technologies such as 5G and 6G have the potential to significant reduce serious cancer threats. Observing data from DT populations may aid in the improvement of some cancer screening, prediction, prevention, detection, treatment, and research investment strategies. Applications of DT medicine specifically cancer, have been studied and analyzed in this paper using both conceptual and statistical analyses. This paper also shows a tree of some ailments where DT is applicable in their study. To the best of our knowledge, there is no literature research on various illnesses and DT specifically cancer disorders. To show the potential of DT, development hurdles of utilizing DT in cancer diseases are discussed, and then, several open research directions will be explained.
引用
收藏
页码:199 / 204
页数:6
相关论文
共 50 条
[31]   Values and Ethics in Information Systems A State-of-the-Art Analysis and Avenues for Future Research [J].
Spiekermann, Sarah ;
Krasnova, Hanna ;
Hinz, Oliver ;
Baumann, Annika ;
Benlian, Alexander ;
Gimpel, Henner ;
Heimbach, Irina ;
Koester, Antonia ;
Maedche, Alexander ;
Niehaves, Bjoern ;
Risius, Marten ;
Trenz, Manuel .
BUSINESS & INFORMATION SYSTEMS ENGINEERING, 2022, 64 (02) :247-264
[32]   Digital twins as a resource for design research [J].
Burnett, Dan ;
Thorp, James ;
Richards, Daniel ;
Gorkovenko, Katerina ;
Murray-Rust, Dave .
8TH ACM INTERNATIONAL SYMPOSIUM ON PERVASIVE DISPLAYS (PERVASIVE DISPLAYS 2019), 2019,
[33]   Immersive Virtual Reality for Virtual and Digital Twins: A Literature Review to Identify State Of The Art and Perspectives [J].
Pirker, Johanna ;
Loria, Enrica ;
Safikhani, Saeed ;
Kuenz, Andreas ;
Rosmann, Sabrina .
2022 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES ABSTRACTS AND WORKSHOPS (VRW 2022), 2022, :105-111
[34]   Digital Twins in Asset Prognosis and Health Management: Definitions, Applications, State of the Art, and Future Trends [J].
Saporito Penteado, Guilherme Umberto ;
de Carvalho Michalski, Miguel Angelo ;
de Souza, Gilberto Francisco Martha .
INDUSTRIAL ENGINEERING AND OPERATIONS MANAGEMENT, XXX IJCIEOM, 2025, 483 :151-165
[35]   State-of-the-Art Molecular Oncology in Brazil [J].
Rodrigues, Tiago .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (11)
[36]   Intelligent SOX Estimation for Automotive Battery Management Systems: State-of-the-Art Deep Learning Approaches, Open Issues, and Future Research Opportunities [J].
Lipu, Molla Shahadat Hossain ;
Karim, Tahia F. ;
Ansari, Shaheer ;
Miah, Md Sazal ;
Rahman, Md Siddikur ;
Meraj, Sheikh T. ;
Elavarasan, Rajvikram Madurai ;
Vijayaraghavan, Raghavendra Rajan .
ENERGIES, 2023, 16 (01)
[37]   Multicancer Early Detection Tests: A State-of-the-Art Review for Otolaryngologists [J].
Kennedy, Elena ;
Durm, Greg ;
Farlow, Janice L. .
OTO OPEN, 2024, 8 (04)
[38]   Where Are the Irish in Research on Ethnic Health Inequalities in Britain? A State-Of-The-Art Literature Review [J].
Willis, Rosalind .
SOCIOLOGY OF HEALTH & ILLNESS, 2025, 47 (01)
[39]   Cybersecurity in Internet of Medical Vehicles: State-of-the-Art Analysis, Research Challenges and Future Perspectives [J].
Bhukya, Chidambar Rao ;
Thakur, Prabhat ;
Mudhivarthi, Bhavesh Raju ;
Singh, Ghanshyam .
SENSORS, 2023, 23 (19)
[40]   Digital Twins for Rubber Extruder State Monitoring [J].
Yao, Shu-Ang ;
Li, Shaoyuan ;
Yin, Xiaohong .
2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024, 2024, :2551-2555