AIMC Topic: Vaccine Development

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Mapping the landscape of AI and ML in vaccine innovation: A bibliometric study.

Human vaccines & immunotherapeutics Dec 1, 2025
With the rapid advancement of artificial intelligence (AI) and machine learning (ML) technologies, their applications in the medical field have expanded significantly. Particularly in vaccine innovation, AI and ML have shown considerable potential. T...
Vaccine Development Bibliometrics Machine Learning Vaccines Artificial Intelligence Humans
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Application of in-silico approaches in subunit vaccines: Overcoming the challenges of antigen and adjuvant development.

Journal of controlled release : official journal of the Controlled Release Society May 10, 2025
Subunit vaccines are crucial in preventing modern diseases due to their safety, stability, and ability to elicit targeted immune responses. However, challenges in antigen and adjuvant design hinder their development. Recent advancements in in-silico ...
Animals Vaccine Development Computer Simulation Vaccines, Subunit Vaccinology Antigens Machine Learning Adjuvants, Immunologic Humans
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Artificial intelligence in vaccine research and development: an umbrella review.

Frontiers in immunology Jan 1, 2025
BACKGROUND: The rapid development of COVID-19 vaccines highlighted the transformative potential of artificial intelligence (AI) in modern vaccinology, accelerating timelines from years to months. Nevertheless, the specific roles and effectiveness of ...
Artificial Intelligence COVID-19 Humans Vaccinology COVID-19 Vaccines Vaccine Development SARS-CoV-2
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An Integrated Approach to Develop a Potent Vaccine Candidate Construct Against Prostate Cancer by Utilizing Machine Learning and Bioinformatics.

Cancer reports (Hoboken, N.J.) Dec 1, 2024
BACKGROUND: Prostate cancer is the most common malignancy among males. Prostaglandin G/H synthase (PGHS) is an essential enzyme in the synthesis of prostaglandins, and its activation has been linked to many malignancies, including colorectal cancer.
Vaccines, Subunit Molecular Dynamics Simulation Epitopes, B-Lymphocyte Prostatic Neoplasms Humans Computational Biology Male Machine Learning Vaccine Development Molecular Docking Simulation Cancer Vaccines Epitopes, T-Lymphocyte
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Vaxi-DL: An Artificial Intelligence-Enabled Platform for Vaccine Development.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2023
Vaccine development is a complex and long process. It involves several steps, including computational studies, experimental analyses, animal model system studies, and clinical trials. This process can be accelerated by using in silico antigen screeni...
Animals Antigens Vaccine Development Vaccines Artificial Intelligence Proteins
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Computer Aided Reverse Vaccinology: A Game-changer Approach for Vaccine Development.

Combinatorial chemistry & high throughput screening Jan 1, 2023
One of the most dynamic approaches in biotechnology is reverse vaccinology, which plays a huge role in today's developing vaccines. It has the capability of exploring and identifying the most potent vaccine candidate in a limited period of time. The ...
Vaccines Vaccinology Computational Biology Vaccine Development Computers Artificial Intelligence
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Artificial Intelligence in Vaccine and Drug Design.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2022
Knowledge in the fields of biochemistry, structural biology, immunological principles, microbiology, and genomics has all increased dramatically in recent years. There has also been tremendous growth in the fields of data science, informatics, and ar...
COVID-19 Vaccine Development Artificial Intelligence Humans Pandemics Drug Design
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