AIMC Topic: Vaccination

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Modeling protective meningococcal antibody responses and factors influencing antibody persistence following vaccination with MenAfriVac using machine learning.

PloS one Jan 1, 2025
Meningococcal meningitis poses a significant public health burden in the meningitis belt region of sub-Saharan Africa. The introduction of the meningococcal PsA-TT vaccine (MenAfriVac®) has successfully eliminated Neisseria meningitidis serogroup A (...
Child Vaccination Adolescent Child, Preschool Humans Female Machine Learning Antibody Formation Antibodies, Bacterial Young Adult Meningitis, Meningococcal Adult Meningococcal Vaccines Male
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Vaccination hesitancy: agreement between WHO and ChatGPT-4.0 or Gemini Advanced.

Annali di igiene : medicina preventiva e di comunita Jan 1, 2025
BACKGROUND: An increasing number of individuals use online Artificial Intelligence (AI) - based chatbots to retrieve information on health-related topics. This study aims to evaluate the accuracy in answering vaccine-related answers of the currently ...
Vaccination Hesitancy World Health Organization Generative Artificial Intelligence Internet Humans Surveys and Questionnaires Artificial Intelligence Vaccination
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Analyzing factors of daily travel distances in Japan during the COVID-19 pandemic.

Mathematical biosciences and engineering : MBE Aug 27, 2024
The global impact of the COVID-19 pandemic is widely recognized as a significant concern, with human flow playing a crucial role in its propagation. Consequently, recent research has focused on identifying and analyzing factors that can effectively r...
Machine Learning Pandemics Humans Vaccination Japan COVID-19 SARS-CoV-2 Travel
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Predictive overfitting in immunological applications: Pitfalls and solutions.

Human vaccines & immunotherapeutics Aug 1, 2023
Overfitting describes the phenomenon where a highly predictive model on the training data generalizes poorly to future observations. It is a common concern when applying machine learning techniques to contemporary medical applications, such as predic...
Machine Learning Vaccination
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Reinforcement learning relieves the vaccination dilemma.

Chaos (Woodbury, N.Y.) Jul 1, 2023
The main goal of this paper is to study how a decision-making rule for vaccination can affect epidemic spreading by exploiting the Bush-Mosteller (BM) model, one of the methodologies in reinforcement learning in artificial intelligence (AI), which ca...
Costs and Cost Analysis Epidemics Learning Vaccination Artificial Intelligence Humans
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Comparing the Human Papillomavirus Vaccination Opinions Trends from Different Twitter User Groups with a Machine Learning Based System and Semiparametric Nonlinear Regression.

Studies in health technology and informatics Jan 1, 2017
HPV vaccination refusal is a serious public health issue. Opinions on Twitter have are influential to potential consumers on vaccination behaviours. Public opinions toward HPV vaccination were extracted from Twitter by leveraging machine learning mod...
Public Opinion Papillomavirus Infections Social Media Humans Vaccination Machine Learning Attitude Papillomavirus Vaccines
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Towards a HPV Vaccine Knowledgebase for Patient Education Content.

Studies in health technology and informatics Jan 1, 2016
Human papillomavirus is a widespread sexually transmitted infection that can be prevented with vaccination. However, HPV vaccination rates in the United States are disappointingly low. This paper will introduce a patient oriented web ontology intende...
User-Computer Interface Papillomavirus Vaccines Papillomavirus Infections Vaccination Texas Knowledge Bases Humans Infectious Disease Medicine Consumer Health Information Computer-Assisted Instruction Patient Education as Topic Internet
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