AIMC Topic: Chickenpox

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Changes in Epidemiological Characteristics of Varicella and Breakthrough Cases in Ningbo, China, From 2010 to 2023: Surveillance Study.

JMIR public health and surveillance Jun 18, 2025
BACKGROUND: Varicella is a prevalent respiratory infectious disease. Continuous monitoring is essential to understand evolving epidemiological patterns, particularly given the impact of vaccination and recent nonpharmacological interventions.
Child, Preschool Child Adolescent Incidence Chickenpox Chickenpox Vaccine Population Surveillance Seasons Male Middle Aged Infant China Young Adult Adult Humans Female
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A numerical treatment through Bayesian regularization neural network for the chickenpox disease model.

Computers in biology and medicine Feb 8, 2025
OBJECTIVES: The current research investigations designates the numerical solutions of the chickenpox disease model by applying a proficient optimization framework based on the artificial neural network. The mathematical form of the chickenpox disease...
Humans Neural Networks, Computer Models, Biological Chickenpox Animals Bayes Theorem
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Intelligent skin disease prediction system using transfer learning and explainable artificial intelligence.

Scientific reports Jan 11, 2025
Skin diseases impact millions of people around the world and pose a severe risk to public health. These diseases have a wide range of effects on the skin's structure, functionality, and appearance. Identifying and predicting skin diseases are laborio...
Chickenpox Measles Humans Artificial Intelligence Deep Learning Skin Diseases
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Hyper-parameter tuned deep learning approach for effective human monkeypox disease detection.

Scientific reports Sep 23, 2023
Human monkeypox is a very unusual virus that can devastate society. Early identification and diagnosis are essential to treat and manage an illness effectively. Human monkeypox disease detection using deep learning models has attracted increasing att...
Epidemics Chickenpox Bayes Theorem Mpox, Monkeypox Humans Deep Learning
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A Deep Learning Approach to Estimate the Incidence of Infectious Disease Cases for Routinely Collected Ambulatory Records: The Example of Varicella-Zoster.

International journal of environmental research and public health May 13, 2022
The burden of infectious diseases is crucial for both epidemiological surveillance and prompt public health response. A variety of data, including textual sources, can be fruitfully exploited. Dealing with unstructured data necessitates the use of me...
Humans Herpes Zoster Chickenpox Incidence Child Communicable Diseases Deep Learning
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The utility of LASSO-based models for real time forecasts of endemic infectious diseases: A cross country comparison.

Journal of biomedical informatics Feb 27, 2018
INTRODUCTION: Accurate and timely prediction for endemic infectious diseases is vital for public health agencies to plan and carry out any control methods at an early stage of disease outbreaks. Climatic variables has been identified as important pre...
Infectious Disease Medicine Hand, Foot and Mouth Disease Chickenpox Communicable Disease Control Dengue Climate Wavelet Analysis Incidence Models, Statistical Disease Outbreaks Thailand Malaria Japan Taiwan Singapore Forecasting Communicable Diseases Reproducibility of Results Public Health Machine Learning Humans Algorithms
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