Public Health & Policy

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

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Showing 61-80 of 11,066 articles

Climate-Informed Predictive Optimal Control of Desert Locust Dynamics Under Machine-Learning Climate Forcing.

Climate variability plays a fundamental role in desert locust population dynamics, yet most existing modelling and optimal control frameworks rely on simplified representations of seasonal forcing that inadequately capture short-term climatic variability. To address this limitation, we develop a climate-informed predictive optimal control framework that integrates a mechanistic stage- and phase-st...

Aug 21 2026 42627428

Local Deployment of Open-Weight Language Models in Dermatology: Viewpoint on Privacy, Equity, and Practical Implementation.

Generative AI, particularly large language models (LLMs), is reshaping clinical workflows in dermatology. However, cloud-based commercial models pose persistent challenges to Health Insurance Portability and Accountability Act (HIPAA) compliance, especially in dermatology, where protected health information (PHI) extends beyond text to clinical photographs, dermoscopic images, and total-body photo...

Aug 21 2026 42627943
Predicting Cesarean Section Delivery in the United States Using Machine Learning: Population-Based Retrospective Study.

BACKGROUND: Cesarean section (C-section) is the most common surgical procedure in the United States, yet its use varies widely across regions and inst...

Aug 21 2026 42628029
Pulp and Periapical Biology: The Foundations of Personalized Endodontics.

Endodontic care has traditionally focused on the management of local disease conditions and long-term function. As the burden of pulpal and periapical...

Aug 21 2026 42628722
Bile extracellular vesicles for early cholangiocarcinoma detection in primary sclerosing cholangitis.

BACKGROUND & AIMS: Cholangiocarcinoma (CCA) is a major complication of primary sclerosing cholangitis (PSC), with a 20-year incidence of ∼15%. Early d...

Aug 21 2026 42628796
Tactical vs. strategic: An adaptable framework for horizon-dependent dengue forecasting using data-driven approaches with serotype and climate covariates in Bangladesh.

Dengue remains a major public health problem in endemic regions, including Bangladesh. Forecasting algorithms relying on climatic variables may not ca...

Aug 21 2026 42627857
Epidemiologically validated spatial modelling reveals fine-scale heat health risks.

Heat exposure drives substantial global disease and mortality burdens, making spatially explicit heat health risk assessment essential for targeted ad...

Aug 20 2026 42677158
From Cardiovascular Risk Prediction to Precision Prevention: Methodological, Contextual, and Implementation Challenges.

Despite advances in risk prediction, cardiovascular prevention remains suboptimal, reflecting limitations in model architecture, incomplete integratio...

Aug 20 2026 42622203
Prediction of Atrial Fibrillation Occurrence With Handheld Mobile Electrocardiogram: Deep Learning Model Development Using Real-World Data.

BACKGROUND: Atrial fibrillation (AF) is a common arrhythmia associated with an increased risk of stroke and heart failure. To improve prevention, rece...

Aug 20 2026 42623177
Safety-Oriented Evaluation of Large Language Models in Health Care: Guideline-Informed Systematic Review.

BACKGROUND: Large language models (LLMs) are rapidly emerging in health care, offering opportunities in decision support, education, and research, but...

Aug 20 2026 42623243
Technology-Enabled Interventions for Preventing and Responding to Elder Abuse: A Review of the Current Evidence.

This scoping review consolidates existing technology-enabled interventions for preventing and responding to abuse of older people (AOP). Studies repor...

Aug 20 2026 42625256
Use of machine learning to detect Escherichia coli in drinking water in Bangladesh.

Escherichia coli (E. coli) is a key indicator of fecal contamination in freshwater and can signal the presence of other harmful bacteria and viruses. ...

Aug 20 2026 42623399
The Continuity Trap in Data Science Health Research.

Secondary use is now the ordinary condition of data science health research rather than an exception to it. Electronic health records collected for cl...

Aug 19 2026 42616578
Linking bisphenol a exposure to pancreatic cancer: Evidence from population epidemiology, multi-omics screening, and cellular validation.

Bisphenol A (BPA) is a ubiquitous environmental endocrine disruptor; its association with pancreatic cancer and its potential mechanisms of action rem...

Aug 19 2026 42617515
Digital Oral Health beyond Professional Dental Care Settings: A Scoping Review of Technologies and Applications from Prevention to Early Detection.

BACKGROUND: Oral non-communicable diseases impose a substantial and unequally distributed global burden. Digital technologies have the potential to su...

Aug 19 2026 42617722
Integration of artificial intelligence in public health dentistry: applications, challenges, and future directions - a scoping review.

Artificial intelligence (AI) is transforming healthcare delivery globally, with increasing applications in public health dentistry. This scoping revie...

Aug 19 2026 42618870
A review into the recent advances in the world of amoebiasis.

PURPOSE OF REVIEW: Amoebiasis is a parasitic infection caused by Entamoeba histolytica, affecting 10% of the global population. It is a well recognize...

Aug 19 2026 42619310
Optimization of hospitalization duration and cost structure for chronic schizophrenia patients in psychiatric hospitals.

OBJECTIVE: Chronic schizophrenia patients in psychiatric hospitals often have prolonged stays, high insurance resource consumption, and low efficiency...

Aug 19 2026 42619426
Artificial intelligence-enhanced management system for secondary prevention of coronary heart disease: a randomized clinical trial.

BACKGROUND: Secondary prevention of coronary heart disease (CHD) remains suboptimal due to fragmented care and therapeutic inertia. While digital heal...

Aug 18 2026 42613609
The Positive Impact of School Dental Prevention Programs: A Systematic Review and Meta-Analysis.

Although preventable oral diseases are still very common among school-aged children worldwide, dental caries remains a significant public health conce...

Aug 18 2026 42610435
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