AIMC Topic: Vaccines

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Artificial intelligence and the hunt for immunological disorders.

Current opinion in allergy and clinical immunology Dec 1, 2020
PURPOSE OF REVIEW: Artificial intelligence has pervasively transformed many industries and is beginning to shape medical practice. New use cases are being identified in subspecialty domains of medicine and, in particular, application of artificial in...
Humans Artificial Intelligence Machine Learning Clinical Decision-Making Computational Biology Cell Communication Vaccines Datasets as Topic Immune System Diseases
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Adapting and Extending a Typology to Identify Vaccine Misinformation on Twitter.

American journal of public health Oct 1, 2020
To adapt and extend an existing typology of vaccine misinformation to classify the major topics of discussion across the total vaccine discourse on Twitter. Using 1.8 million vaccine-relevant tweets compiled from 2014 to 2017, we adapted an existing...
Humans Machine Learning Communication Social Media Vaccines Anti-Vaccination Movement
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Improvement in prediction of antigenic epitopes using stacked generalisation: an ensemble approach.

IET systems biology Feb 1, 2020
The major intent of peptide vaccine designs, immunodiagnosis and antibody productions is to accurately identify linear B-cell epitopes. The determination of epitopes through experimental analysis is highly expensive. Therefore, it is desirable to dev...
Humans Machine Learning Algorithms Drug Design Computational Biology Support Vector Machine Models, Statistical Antibodies Amino Acid Sequence Vaccines Epitopes, B-Lymphocyte
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Exploring the Potential of Artificial Intelligence and Machine Learning to Combat COVID-19 and Existing Opportunities for LMIC: A Scoping Review.

Journal of primary care & community health Jan 1, 2020
BACKGROUND: In the face of the current time-sensitive COVID-19 pandemic, the limited capacity of healthcare systems resulted in an emerging need to develop newer methods to control the spread of the pandemic. Artificial Intelligence (AI), and Machine...
Humans Artificial Intelligence Machine Learning Pandemics COVID-19 Delivery of Health Care Research SARS-CoV-2 Drug Development Mass Screening Developing Countries Poverty Vaccines Coronavirus Infections Data Mining Contact Tracing Betacoronavirus Pneumonia, Viral
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