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Vaccine design and development: Exploring the interface with computational biology and AI.

Vaccine design and development: Exploring the interface with computational biology and AI.

Authors :
Ananya
Panchariya DC
Karthic A
Singh SP
Mani A
Chawade A
Kushwaha S
Source :
International reviews of immunology [Int Rev Immunol] 2024; Vol. 43 (6), pp. 361-380. Date of Electronic Publication: 2024 Jul 10.
Publication Year :
2024

Abstract

Computational biology involves applying computer science and informatics techniques in biology to understand complex biological data. It allows us to collect, connect, and analyze biological data at a large scale and build predictive models. In the twenty first century, computational resources along with Artificial Intelligence (AI) have been widely used in various fields of biological sciences such as biochemistry, structural biology, immunology, microbiology, and genomics to handle massive data for decision-making, including in applications such as drug design and vaccine development, one of the major areas of focus for human and animal welfare. The knowledge of available computational resources and AI-enabled tools in vaccine design and development can improve our ability to conduct cutting-edge research. Therefore, this review article aims to summarize important computational resources and AI-based tools. Further, the article discusses the various applications and limitations of AI tools in vaccine development.

Details

Language :
English
ISSN :
1563-5244
Volume :
43
Issue :
6
Database :
MEDLINE
Journal :
International reviews of immunology
Publication Type :
Academic Journal
Accession number :
38982912
Full Text :
https://doi.org/10.1080/08830185.2024.2374546