AIMC Topic: Public Health

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Key factors in predictive analysis of cardiovascular risks in public health.

Scientific reports Jul 2, 2025
This research emphasizes the role of analytics in evaluating the risk of disease (CVD) focusing on thorough data preparation and feature engineering for accurate predictions. We studied machine learning (ML) and learning (DL) models, such as Logistic...
Risk Factors Cardiovascular Diseases Risk Assessment Humans Machine Learning ROC Curve Logistic Models Heart Disease Risk Factors Public Health Deep Learning
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Identifying real time surveillance indicators to estimate COVID-19 hospital admissions in Colorado during and after the public health emergency.

Scientific reports Jul 1, 2025
Questions remain about how best to focus surveillance efforts for COVID-19 and other emerging respiratory diseases. We used an archive of COVID-19 data in Colorado from October 2020 to March 2024 to reconstruct seven real-time surveillance indicators...
Public Health Public Health Surveillance Patient Admission Colorado Emergency Service, Hospital SARS-CoV-2 Humans Hospitalization COVID-19
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Health-related SDGs in the national science agendas of Latin America and the Caribbean: a scoping review.

International journal for equity in health Jun 16, 2025
BACKGROUND: The national science and technology agendas (NSTAs) of Latin America and the Caribbean (LAC) are crucial for formulating and implementing public policies by providing a strategic framework that guides state actions and priorities. The obj...
Latin America Caribbean Region Public Health Sustainable Development Humans
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Development of a data-driven urban immunity assessment model: providing a new benchmark for urban governance under public health emergencies.

Frontiers in public health May 29, 2025
Public health emergencies (PHEs) pose significant challenges to global urban governance systems, necessitating the establishment of more efficient and dynamically adaptive response mechanisms. Numerous cases indicate that current urban governance sti...
Benchmarking Emergencies Public Health Humans
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Infodemic Versus Viral Information Spread: Key Differences and Open Challenges.

JMIR infodemiology May 7, 2025
As we move beyond the COVID-19 pandemic, the risk of future infodemics remains significant, driven by emerging health crises and the increasing influence of artificial intelligence in the information ecosystem. During periods of apparent stability, p...
SARS-CoV-2 Information Dissemination Humans Pandemics Communication Artificial Intelligence Public Health COVID-19
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Using large language models to learn from recent climate change discourse in public health.

PloS one Apr 29, 2025
BACKGROUND: Public health has increasingly recognized the links between climate change and health, emphasizing the need to address related inequities. This is reflected in work led by the Intergovernmental Panel on Climate Change, the UN Framework Co...
Models, Theoretical Humans Large Language Models Climate Change Language Public Health
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Introduction to WBE case estimation: A practical toolset for public health practitioners.

The Science of the total environment Apr 28, 2025
Public health practitioners can use wastewater data to grasp disease dynamics, including incidence, prevalence, and potential disease trajectory. The expertise required to analyze and interpret wastewater data exceed those of most entry-level epidemi...
United States SARS-CoV-2 Public Health COVID-19 Wastewater Humans
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Comparison of dynamic mode decomposition with other data-driven models for lung cancer incidence rate prediction.

Frontiers in public health Apr 25, 2025
INTRODUCTION: Public health data analysis is critical to understanding disease trends. Existing analysis methods struggle with the complexity of public health data, which includes both location and time factors. Machine learning offers powerful tools...
United States Machine Learning Forecasting Support Vector Machine Humans Incidence Public Health Lung Neoplasms
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Barriers to the widespread adoption of diagnostic artificial intelligence for preventing antimicrobial resistance.

Scientific reports Apr 16, 2025
Currently, antimicrobial resistance (AMR) poses a major public health challenge. The emergence of AMR, which significantly threatens public health, is primarily due to the overuse of antimicrobial agents. This study explored the possibility that the ...
Humans Artificial Intelligence Public Health Surveys and Questionnaires Anti-Bacterial Agents Drug Resistance, Bacterial Adult Female Aged Male Young Adult Middle Aged
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Advancing Pedagogy in Leadership Practice to Enhance Public Health Impact.

Journal of public health management and practice : JPHMP Apr 15, 2025
BACKGROUND: The COVID-19 pandemic highlighted the critical need for competent leadership in public health to address emergent health challenges and restore trust in health institutions. Emphasizing leadership training in public health education progr...
Humans COVID-19 Qualitative Research United States Education, Public Health Professional Leadership Public Health
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