AIMC Topic: Communicable Diseases

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Multi-region infectious disease prediction modeling based on spatio-temporal graph neural network and the dynamic model.

PLoS computational biology Jan 9, 2025
Human mobility between different regions is a major factor in large-scale outbreaks of infectious diseases. Deep learning models incorporating infectious disease transmission dynamics for predicting the spread of multi-regional outbreaks due to human...
Neural Networks, Computer Communicable Diseases Disease Outbreaks Humans Computational Biology Spatio-Temporal Analysis Deep Learning Epidemics Epidemiological Models
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Leveraging AHP and transfer learning in machine learning for improved prediction of infectious disease outbreaks.

Scientific reports Dec 31, 2024
Infectious diseases significantly impact both public health and economic stability, underscoring the critical need for precise outbreak predictions to effictively mitigate their impact. This study applies advanced machine learning techniques to forec...
Humans Machine Learning Chikungunya Fever Dengue Communicable Diseases Algorithms Disease Outbreaks Forecasting Zika Virus Infection
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A study of novel linear Diophantine fuzzy topological numbers and their application to communicable diseases.

The European physical journal. E, Soft matter Dec 1, 2024
The idea of linear Diophantine fuzzy sets (LDFs) is a novel tool for analysis, soft computing, and optimization. Recently, the concept of a linear Diophantine fuzzy graph has been proposed in 2022. The aim of this research is to extend topological nu...
Fuzzy Logic Algorithms Communicable Diseases Humans
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Dynamics of infectious disease mathematical model through unsupervised stochastic neural network paradigm.

Computational biology and chemistry Nov 28, 2024
The viruses has spread globally and have been impacted lives of people socially and economically, which causes immense suffering throughout the world. Thousands of people died and millions of illnesses were brought, by the outbreak worldwide. In orde...
Humans Neural Networks, Computer Models, Theoretical Stochastic Processes COVID-19 Communicable Diseases
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Artificial intelligence-powered image analysis: A paradigm shift in infectious disease detection.

Artificial intelligence in medicine Nov 23, 2024
The global burden of infectious diseases significantly affects mortality rates, with their varying symptoms making it challenging to assess and determine the severity of infections. Different countries face unique challenges related to these diseases...
Image Processing, Computer-Assisted Fuzzy Logic Artificial Intelligence Machine Learning Communicable Diseases Deep Learning Humans Algorithms
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Analysis and prediction of infectious diseases based on spatial visualization and machine learning.

Scientific reports Nov 19, 2024
Infectious diseases are a global public health problem that poses a threat to human society. Since the 1970s, constantly mutated new infectious viruses have been quietly attacking humanity, and at least one new type of infectious disease is discovere...
Spatial Analysis COVID-19 Algorithms SARS-CoV-2 China Communicable Diseases Humans Neural Networks, Computer Machine Learning
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Role of artificial intelligence in early diagnosis and treatment of infectious diseases.

Infectious diseases (London, England) Nov 14, 2024
Infectious diseases remain a global health challenge, necessitating innovative approaches for their early diagnosis and effective treatment. Artificial Intelligence (AI) has emerged as a transformative force in healthcare, offering promising solution...
Artificial Intelligence Machine Learning Algorithms Humans Early Diagnosis Communicable Diseases Deep Learning
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Artificial intelligence with mass spectrometry-based multimodal molecular profiling methods for advancing therapeutic discovery of infectious diseases.

Pharmacology & therapeutics Sep 4, 2024
Infectious diseases, driven by a diverse array of pathogens, can swiftly undermine public health systems. Accurate diagnosis and treatment of infectious diseases-centered around the identification of biomarkers and the elucidation of disease mechanis...
Animals Drug Discovery Mass Spectrometry Artificial Intelligence Communicable Diseases Biomarkers Humans
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Prediction of infectious diseases using sentiment analysis on social media data.

PloS one Sep 4, 2024
As the influence and risk of infectious diseases increase, efforts are being made to predict the number of confirmed infectious disease patients, but research involving the qualitative opinions of social media users is scarce. However, social data ca...
Data Mining Algorithms Humans Communicable Diseases Machine Learning Social Media
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Exploring the determinants of under-five mortality and morbidity from infectious diseases in Cambodia-a traditional and machine learning approach.

Scientific reports Aug 27, 2024
Cambodia has made progress in reducing the under-five mortality rate and burden of infectious diseases among children over the last decades. However the determinants of child mortality and morbidity in Cambodia is not well understood, and no recent a...
Adult Humans Cambodia Communicable Diseases Morbidity Child, Preschool Male Female Infant, Newborn Infant Socioeconomic Factors Machine Learning Child Mortality Risk Factors Infant Mortality
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