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Artificial intelligence in vaccine development: applications, implementation, and future directions.

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Title: Artificial intelligence in vaccine development: applications, implementation, and future directions.
Authors: Kumar SN; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India., Gondane R; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India., Mahindrakar S; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India., Vyawahare S; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India., Krishna R; Peter MacCallum Cancer Centre, Melbourne, VIC, Australia., Subramaniam S; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.; Sivasakthi Science Foundation, Trivandrum, India., Nair BG; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India., Kumar GB; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India., Madhavan A; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India., M N; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India., Babu P; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.
Source: Frontiers in cellular and infection microbiology [Front Cell Infect Microbiol] 2026 Jul 15; Vol. 16, pp. 1870890. Date of Electronic Publication: 2026 Jul 15 (Print Publication: 2026).
Publication Type: Journal Article; Review
Journal Info: Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101585359 Publication Model: eCollection Cited Medium: Internet ISSN: 2235-2988 (Electronic) Linking ISSN: 22352988 NLM ISO Abbreviation: Front Cell Infect Microbiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Artificial intelligence in vaccine development: applications, implementation, and future directions.
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  Data: <searchLink fieldCode="AU" term="%22Kumar+SN%22">Kumar SN</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.<br /><searchLink fieldCode="AU" term="%22Gondane+R%22">Gondane R</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.<br /><searchLink fieldCode="AU" term="%22Mahindrakar+S%22">Mahindrakar S</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.<br /><searchLink fieldCode="AU" term="%22Vyawahare+S%22">Vyawahare S</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.<br /><searchLink fieldCode="AU" term="%22Krishna+R%22">Krishna R</searchLink>; Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.<br /><searchLink fieldCode="AU" term="%22Subramaniam+S%22">Subramaniam S</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.; Sivasakthi Science Foundation, Trivandrum, India.<br /><searchLink fieldCode="AU" term="%22Nair+BG%22">Nair BG</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.<br /><searchLink fieldCode="AU" term="%22Kumar+GB%22">Kumar GB</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.<br /><searchLink fieldCode="AU" term="%22Madhavan+A%22">Madhavan A</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.<br /><searchLink fieldCode="AU" term="%22M+N%22">M N</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.<br /><searchLink fieldCode="AU" term="%22Babu+P%22">Babu P</searchLink>; Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, India.
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  Data: <searchLink fieldCode="JN" term="%22101585359%22">Frontiers in cellular and infection microbiology</searchLink> [Front Cell Infect Microbiol] 2026 Jul 15; Vol. 16, pp. 1870890. <i>Date of Electronic Publication: </i>2026 Jul 15 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Media+SA%22">Frontiers Media SA </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101585359 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2235-2988 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222352988%22">22352988 </searchLink><i>NLM ISO Abbreviation: </i>Front Cell Infect Microbiol <i>Subsets: </i>MEDLINE
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              Text: 2026 Jul 15
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