Digital Twins in Drug Discovery: A Paradigm Shift Shaping Pharmaceutical Innovation

Digital twin technology is a groundbreaking concept of constructing virtual replicas of physical entities and processes. It operates at the juncture of Artificial Intelligence and the Internet of Things, emerging as a significant competence in Model-Based Systems Engineering (MBSE). This transformative technology fosters a profound link between the digital and physical realms by incorporating physical models, sensor updates, multidisciplinary models, and multi-scale and multi-probability simulations in a virtual space. The applications of digital twins extend across diverse domains, including industrial production, product design, healthcare, and drug discovery. Benefits encompass predictive modelling, cost reduction, personalized medicine, and improved quality control. Nevertheless, digital twin technology challenges complexity, validation, quality assurance, and availability. In the pharmaceutical sector, digital twins are poised to revolutionize drug development, accelerate clinical trials, and enhance the safety and efficacy of pharmaceuticals. In networking, they also promise efficient data-driven network management, enabling innovation and rich network applications. However, this evolution has challenges, particularly the stringent regulatory requirements, data privacy concerns, and ethical implications. As digital twin technology matures, it will be pivotal in reshaping the future of healthcare and pharmaceuticals. This dynamic transformation signifies the industry's commitment to innovation, with the promise of delivering enhanced patient outcomes while remaining steadfast in compliance with evolving regulatory standards.

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Publication Details

Journal
International Journal of Pharmaceutical Sciences and Nanotechnology
Published
2024-10-15
DOI
https://doi.org/10.37285/ijpsn.2024.17.5.9
Citations
2
Primary Topic
Biomedical and Engineering Education
Type
article
Field-Weighted Citation Impact
0.37
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article

Digital Twins in Drug Discovery: A Paradigm Shift Shaping Pharmaceutical Innovation

T. Rama Rao, Iswariya VT, Sathvika Reddy Asireddy, Nanda Krishnaveni Vallarapu et al.
2 citations
International Journal of Pharmaceutical Sciences and Nanotechnology
Biomedical and Engineering Education
0.37
article

Digital Twins in Drug Discovery: A Paradigm Shift Shaping Pharmaceutical Innovation

T. Rama Rao, Iswariya VT, Sathvika Reddy Asireddy, Nanda Krishnaveni Vallarapu, Jayaprakash Madhira
article en
2 citations

Abstract

Digital twin technology is a groundbreaking concept of constructing virtual replicas of physical entities and processes. It operates at the juncture of Artificial Intelligence and the Internet of Things, emerging as a significant competence in Model-Based Systems Engineering (MBSE). This transformative technology fosters a profound link between the digital and physical realms by incorporating physical models, sensor updates, multidisciplinary models, and multi-scale and multi-probability simulations in a virtual space. The applications of digital twins extend across diverse domains, including industrial production, product design, healthcare, and drug discovery. Benefits encompass predictive modelling, cost reduction, personalized medicine, and improved quality control. Nevertheless, digital twin technology challenges complexity, validation, quality assurance, and availability. In the pharmaceutical sector, digital twins are poised to revolutionize drug development, accelerate clinical trials, and enhance the safety and efficacy of pharmaceuticals. In networking, they also promise efficient data-driven network management, enabling innovation and rich network applications. However, this evolution has challenges, particularly the stringent regulatory requirements, data privacy concerns, and ethical implications. As digital twin technology matures, it will be pivotal in reshaping the future of healthcare and pharmaceuticals. This dynamic transformation signifies the industry's commitment to innovation, with the promise of delivering enhanced patient outcomes while remaining steadfast in compliance with evolving regulatory standards.

International Journal of Pharmaceutical Sciences and NanotechnologyVol. 17(5)
Mediciti Institute of Medical Sciences (IN), Hindu College of Pharmacy (IN)
Openalex Percentile: Top 42%
Biomedical and Engineering Education
0.37
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