AI Medical Compendium Journal:
Annali di igiene : medicina preventiva e di comunita

Showing 1 to 5 of 5 articles

Machine learning vs. regression models to predict the risk of Legionella contamination in a hospital water network.

Annali di igiene : medicina preventiva e di comunita Jul 11, 2024
INTRODUCTION: The periodic monitoring of Legionella in hospital water networks allows preventive measures to be taken to avoid the risk of legionellosis to patients and healthcare workers.
Humans Machine Learning Sensitivity and Specificity Risk Assessment Hospitals Regression Analysis Italy Water Microbiology Legionella Water Supply Legionellosis
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Natural language processing and String Metric-assisted Assessment of Semantic Heterogeneity method for capturing and standardizing unstructured nursing activities in a hospital setting: a retrospective study.

Annali di igiene : medicina preventiva e di comunita Apr 12, 2022
BACKGROUND: Nurses record data in electronic health records (EHRs) using different terminologies and coding systems. The purpose of this study was to identify unstructured free-text nursing activities recorded by nurses in EHRs with natural language ...
Humans Retrospective Studies Electronic Health Records Reproducibility of Results Hospitals Natural Language Processing Semantics
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Application of machine learning techniques to physical and rehabilitative medicine.

Annali di igiene : medicina preventiva e di comunita Apr 2, 2021
Nowadays, digital information has increased exponentially in every field to such an extent that it generates huge amounts of electronic data, namely Big Data. In the field of Artificial Intelligence, Machine Learning can be exploited in order to tran...
Humans Artificial Intelligence Machine Learning Algorithms Databases, Factual Retrospective Studies
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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 ...
Humans Artificial Intelligence Surveys and Questionnaires Vaccination Generative Artificial Intelligence Internet World Health Organization Vaccination Hesitancy
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Hierarchical convolutional models for automatic pneu-monia diagnosis based on X-ray images: new strategies in public health.

Annali di igiene : medicina preventiva e di comunita Jan 1, 2021
CONCLUSIONS: Despite some limits, our findings support the notion that deep learning methods can be used to simplify the diagnostic process and improve disease management.
Humans Artificial Intelligence SARS-CoV-2 Public Health Deep Learning X-Rays
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