AIMC Topic: Public Health

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Integrating deep learning in public health: a novel approach to PICC-RVT risk assessment.

Frontiers in public health Jan 7, 2025
BACKGROUND: Machine learning is pivotal for predicting Peripherally Inserted Central Catheter-related venous thrombosis (PICC-RVT) risk, facilitating early diagnosis and proactive treatment. Existing models often assess PICC-RVT risk as static and di...
Risk Factors Aged Deep Learning Male Middle Aged Venous Thrombosis Risk Assessment Adult Catheterization, Peripheral Catheterization, Central Venous Public Health Humans Machine Learning Retrospective Studies Female
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The analysis of urban collaborative governance in public health emergencies with fuzzy theory based on BP algorithm.

Scientific reports Dec 28, 2024
This study seeks to improve urban supply chain management and collaborative governance in the context of public health emergencies (PHEs) by integrating fuzzy theory with the Back Propagation Neural Network (BPNN) algorithm. By combining these two ap...
Public Health Fuzzy Logic Neural Networks, Computer Humans Algorithms Emergencies
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Policy brief: Improving national vaccination decision-making through data.

Frontiers in public health Dec 17, 2024
Life course immunisation looks at the broad value of vaccination across multiple generations, calling for more data power, collaboration, and multi-disciplinary work. Rapid strides in artificial intelligence, such as machine learning and natural lang...
Health Policy Europe Public Health Humans Vaccination Decision Making
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Public health perspectives on green efficiency through smart cities, artificial intelligence for healthcare and low carbon building materials.

Frontiers in public health Dec 16, 2024
INTRODUCTION: Smart cities, artificial intelligence (AI) in healthcare, and low-carbon building materials are pivotal to public health, environmental sustainability, and green efficiency. Despite their critical importance, understanding public percep...
Female Adult Carbon Humans Middle Aged Surveys and Questionnaires Male Construction Materials Public Health Artificial Intelligence Cities
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Novel concept for the healthy population influencing factors.

Frontiers in public health Dec 10, 2024
In the rapid urbanization process in China, due to reasons such as employment, education, and family reunification, the number of mobile population without registered residence in the local area has increased significantly. By 2020, the group had a p...
Machine Learning Transients and Migrants Public Health Principal Component Analysis Humans Socioeconomic Factors China Health Status
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Neural network procedures for the cholera disease system with public health mediations.

Computers in biology and medicine Nov 30, 2024
Severe gastrointestinal infections and watery diseases like cholera are still a major worldwide medical concern in the developing nations. A mathematical system contains some necessary dynamics based on the cholera spread to investigate the influence...
Neural Networks, Computer Public Health Bayes Theorem Humans Cholera
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Artificial Intelligence Holds Promise for Transforming Public Health Nutrition.

Nutrients Nov 25, 2024
The intersection of artificial intelligence (AI) and public health nutrition is rapidly evolving, offering transformative potential for how we understand, assess, and improve population health [...].
Humans Artificial Intelligence Public Health
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Comparative analysis of volatility forecasting for healthcare stock indices amid public health crises: a study based on the Bayes-CNN model.

Frontiers in public health Nov 14, 2024
In recent years, public health events have significantly impacted various aspects of human production and daily life, particularly in the domains of disease transmission and economic stability. While many scholars have primarily focused on the influe...
Investments China Bayes Theorem Pandemics COVID-19 SARS-CoV-2 Public Health Forecasting Humans Neural Networks, Computer
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Qualitatively Assessing ChatGPT Responses to Frequently Asked Questions Regarding Sexually Transmitted Diseases.

Sexually transmitted diseases Oct 31, 2024
BACKGROUND: ChatGPT, a large language model artificial intelligence platform that uses natural language processing, has seen its implementation across a number of sectors, notably in health care. However, there remains limited understanding regarding...
Humans Artificial Intelligence Public Health Natural Language Processing Sexually Transmitted Diseases Surveys and Questionnaires Patient Education as Topic Generative Artificial Intelligence
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The power of artificial intelligence for managing pandemics: A primer for public health professionals.

The International journal of health planning and management Oct 27, 2024
Artificial intelligence (AI) applications are complex and rapidly evolving, and thus often poorly understood, but have potentially profound implications for public health. We offer a primer for public health professionals that explains some of the ke...
Artificial Intelligence Pandemics Humans COVID-19 Public Health
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