Public Health & Policy

Latest AI and machine learning research in public health & policy for healthcare professionals.

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Showing 1081-1100 of 11,066 articles

Estimation of liquefaction-induced settlement of shallow foundation by machine learning with imbalanced data.

Estimating the level of earthquake-induced liquefaction settlements in shallow foundations is essential for assessing seismic risk and designing effective soil improvement strategies. Reliable predicting methods of vertical deformations and tilting in buildings founded on shallow liquefiable soils enable the development of seismic-resilient and cost-effective foundation solutions while supporting ...

Feb 26 2026 41748689

An explainable deep learning framework for video violence detection using unsupervised keyframe selection and attention-based CNN.

The exponential growth of video data from surveillance and online platforms has heightened the demand for intelligent, explainable systems capable of detecting violence in real time. This study proposes a novel Explainable Attention-Enhanced Convolutional Neural Network (CNN) framework that integrates unsupervised keyframe selection, attention-driven feature learning, and Grad-CAM++-based interpre...

Feb 26 2026 41748832
Decoding cardiovascular risk in Chinese middle-aged and elderly adults: a 9-year prospective study integrating machine learning with explainable AI based on CHARLS cohort.

BACKGROUND: Cardiovascular disease constitutes the most formidable public health challenge in China, accounting for 48.98% and 47.35% of mortality in ...

Feb 26 2026 41749231
Dissecting burden of alcoholic cardiomyopathy: age-period-cohort analysis from the global burden of disease study 2019.

BACKGROUND: Alcoholic cardiomyopathy (ACM) is a major cause of cardiovascular morbidity and mortality, characterized by ventricular dilation and impai...

Feb 25 2026 41736539
Application research on surveillance and predictive modeling of respiratory diseases in Baise City based on meteorological big data analysis.

Respiratory diseases are increasingly influenced by meteorological variability, yet few studies have applied high-resolution environmental data and ad...

Feb 25 2026 41739200
Breaking barriers in women's pelvic health: claims-based economic analysis and healthcare utilization of an AI care program compared to usual care.

AIM: To compare healthcare utilization and spending among women enrolled in an employer-sponsored, artificial intelligence (AI) structured pelvic care...

Feb 24 2026 41733548
Advanced computational analysis in metagenomic studies to support precision medicine.

BACKGROUND: The human microbiome has been linked to host health and is suggested to play a direct role in the onset of certain human diseases, as well...

Feb 24 2026 41748019
Artificial Intelligence and Public Health Data in Emergencies: A Critical Issue in the Middle East.

Timely access to reliable public health data is a critical determinant of effective response to health emergencies, including disease outbreaks, clima...

Feb 24 2026 41734394
Longitudinal multisource clinical model for early lung cancer risk stratification and screening.

OBJECTIVES: Lung cancer is the leading cause of cancer-related mortality worldwide, with poor prognosis largely due to late-stage diagnosis. Current s...

Feb 24 2026 41734977
Natriuretic peptides and cardiac troponins in hypertension and heart failure: A contemporary review of the evidence.

Hypertension is the second leading cause of heart failure (HF), yet strategies for identifying hypertensive individuals at increased HF risk remain li...

Feb 24 2026 41735454
Toxoplasma gondii infection in wildlife in China (1985-2024): A systematic review and meta-analysis with machine learning.

The globally distributed zoonotic protozoan parasite Toxoplasma gondii presents escalating conservation and public health challenges through expanding...

Feb 23 2026 41747478
Connectome-based prediction of problematic use of social media in adolescents: Findings from the ABCD study.

Problematic use of social media (PUSM) is a major public health concern estimated to affect 35% of adolescents. However, data-driven research to ident...

Feb 23 2026 41740634
Operationalizing the malnutrition-based chronic disease model in adults.

The malnutrition-based chronic disease (MBCD) model for use in adults to optimize nutrition care is a framework based on epidemiological classifiers, ...

Feb 23 2026 41740795
Familial colorectal cancer: risk factors, screening strategies and personalized medicine.

Colorectal cancer (CRC) remains a leading cause of cancer-related mortality worldwide, with approximately 25-30 % of cases exhibiting a familial compo...

Feb 23 2026 41771225
Bibliometric analysis of bone metastasis from prostate cancer research from 2007 to 2024.

BACKGROUND: Prostate cancer (PCa) is one of the most common cancer in men worldwide, while numerous scientific achievements have been made in research...

Feb 23 2026 41729424
Bias-Mitigated AI as a Foundation for Resilient and Effective Health Systems.

Artificial intelligence (AI) is rapidly reshaping the landscape of health care, from clinical diagnostics and disease surveillance to the prediction o...

Feb 23 2026 41730169
AI and Wearables for Early Detection of Cognitive Impairment and Dementia: Systematic Review.

BACKGROUND: Traditional cognitive screening relies on episodic clinical assessments and may miss early changes preceding cognitive impairment and deme...

Feb 23 2026 41730193
Association of allostatic load index with cognitive impairment in high-risk stroke populations.

BACKGROUND: Chronic psychosocial stress induces cumulative physiological dysregulation that accelerates biological aging and contributes to the develo...

Feb 23 2026 41731369
Multiple screen addiction and neurological complaints in adolescents: A machine learning-based classification model.

INTRODUCTION: Multiple screen addiction is a growing public health problem, especially among young people. Early detection and classification of scree...

Feb 21 2026 41724032
AI Won't Save Us…Yet: Reimagining AI's Potential to Prioritize People.

In every breathless conversation about artificial intelligence (AI), this technology has been heralded as a revolutionary force that will save healthc...

Feb 21 2026 41721776
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