AIMC Topic: Communicable Diseases

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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...
Algorithms Communicable Diseases Fuzzy Logic 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...
Stochastic Processes Humans Neural Networks, Computer Communicable Diseases Models, Theoretical COVID-19
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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...
Artificial Intelligence Machine Learning Algorithms Humans Image Processing, Computer-Assisted Fuzzy Logic Communicable Diseases Deep Learning
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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...
Humans Communicable Diseases SARS-CoV-2 Spatial Analysis COVID-19 Neural Networks, Computer China Algorithms 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...
Humans Algorithms Communicable Diseases Deep Learning Artificial Intelligence Early Diagnosis Machine 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...
Drug Discovery Mass Spectrometry Biomarkers Animals Artificial Intelligence Communicable Diseases 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...
Social Media Algorithms Data Mining Humans Communicable Diseases Machine Learning
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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...
Infant Child, Preschool Adult Morbidity Machine Learning Infant, Newborn Socioeconomic Factors Male Infant Mortality Child Mortality Communicable Diseases Risk Factors Cambodia Female Humans
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Language discrepancies in the performance of generative artificial intelligence models: an examination of infectious disease queries in English and Arabic.

BMC infectious diseases Aug 8, 2024
BACKGROUND: Assessment of artificial intelligence (AI)-based models across languages is crucial to ensure equitable access and accuracy of information in multilingual contexts. This study aimed to compare AI model efficiency in English and Arabic for...
Communicable Diseases Humans Language Artificial Intelligence COVID-19
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Machine learning in infectious diseases: potential applications and limitations.

Annals of medicine Jun 10, 2024
Infectious diseases are a major threat for human and animal health worldwide. Artificial Intelligence (AI) combined algorithms including Machine Learning and Big Data analytics have emerged as a potential solution to analyse diverse datasets and face...
Precision Medicine Drug Discovery Algorithms Communicable Diseases Artificial Intelligence Big Data Machine Learning Humans
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