Infectious Disease

Public Health

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

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Temporal Trends and Projections of Leprosy in Brazil: Application of Machine Learning Techniques for Predictive Analysis (2001-2034).

Leprosy remains a neglected tropical disease with active transmission. Predictive models improve understanding of epidemiological trends and support control strategies in endemic contexts. This study analyzed leprosy in Brazil between 2001 and 2024, projecting scenarios through 2034. Data were obtained from the National System of Notifiable Diseases, and population estimates were from the Brazilia...

Apr 30 2026 42066748

Using Generative Artificial Intelligence to Identify Central Line-associated Bloodstream Infections.

BACKGROUND: Central line-associated blood stream infection (CLABSI) surveillance is mandated and publicly reported in United States hospitals but requires manual chart review. Generative artificial intelligence (AI) may facilitate CLABSI identification. METHODS: We performed a retrospective cohort study of CLABSI surveillance using standardized prompts, clinical data, and Centers for Disease Contr...

Apr 30 2026 41253177
HyperHealth: a pilot study on AI-driven COVID-19 detection using hyperspectral fingertip images.

Despite the reduced impact of COVID-19 due to widespread vaccination and improved treatments, a critical need remains for accessible, scalable, and ra...

Apr 30 2026 42062352
Predicting survival of Hodgkin lymphoma using machine learning-an analysis based on the SEER database.

OBJECTIVES: This study aimed to develop an effective model for predicting Hodgkin lymphoma (HL) prognosis as to assist clinicians in making optimal cl...

Apr 30 2026 42056487
Are We Listening or Just Delivering? A Critical Inquiry Into the Implementation Failures of Global Dental Reforms.

OBJECTIVES: Globally, dental reforms have gained momentum through enhanced policy dialogues, the rise of digital health, artificial intelligence and o...

Apr 29 2026 42057446
Proceedings from the CIHLMU 2025 symposium: the role of artificial intelligence in health systems strengthening to achieve One Health.

The development of Artificial Intelligence (AI) is rapidly advancing, and AI tools are being integrated into many aspects of daily life, including med...

Apr 29 2026 42050647
Advances in mosquito-borne disease surveillance using machine learning.

Mosquito-borne diseases remain a major global health challenge, disproportionately impacting low- and middle-income countries. Despite traditional con...

Apr 28 2026 42164981
Cost-effectiveness of infection prevention and control measures for carbapenem-resistant Gram-negative bacilli: A systematic review protocol.

INTRODUCTION: Multidrug-resistant organisms, including carbapenem-resistant Gram-negative bacilli (CRGNB), have a heavy health and economic burden in ...

Apr 28 2026 42049306
Evaluation and enhancement of suspected opioid overdose definitions in emergency medical services data using machine learning with natural language processing.

BACKGROUND: Fatal and non-fatal drug overdoses have evolved into a critical public health crisis, with over a 50% increase in the rate of fatal drug o...

Apr 28 2026 42048330
Intimate partner violence and survivor-reported partner characteristics in Ghana, Kenya, and Tanzania.

BACKGROUND: Intimate partner violence (IPV) remains a major global public health and humanrights challenge, with a disproportionate burden in sub-Saha...

Apr 27 2026 42043905
Risk prediction models for imported infectious diseases: A systematic review.

OBJECTIVES: Accurate prediction models for imported infectious diseases are essential for early warning, cross-border surveillance, and resource alloc...

Apr 27 2026 42049150
Prospective genomic and epidemiologic surveillance of Klebsiella pneumoniae in a tertiary NICU.

BACKGROUND: Klebsiella pneumoniae complex (Kp) is a relevant neonatal pathogen colonizing preterm infants. While outbreak investigations often focus o...

Apr 27 2026 42046161
Adjuvant databases and knowledge bases for data-driven research: a computational biology perspective.

In adjuvant research, which has long relied on experience and trial and error, advancements in technologies in broad areas, including artificial intel...

Apr 27 2026 42048764
Incidence and prevalence of vascular cognitive impairment in China: a systematic review and meta-analysis.

OBJECTIVE: Given China's rapid population ageing and substantial stroke burden, understanding the epidemiology of vascular cognitive impairment (VCI) ...

Apr 27 2026 40889799
Concept of premature mortality: protocol for a scoping review.

INTRODUCTION: Premature mortality (PM) is a concept applied in public health, epidemiology, medicine, demography and economics. Its conceptualisations...

Apr 27 2026 42044964
Atomic clarity: how structural biology is shaping blood-stage malaria vaccines.

Developing an effective malaria vaccine is challenging because Plasmodium parasites use complex strategies to invade host cells. The blood stage, wher...

Apr 25 2026 42033198
Toward Precise Risk Stratification after the Functional Cure of Chronic Hepatitis B.

Chronic hepatitis B remains a major global health challenge despite the advances in antiviral therapy. Although hepatitis B surface antigen (HBsAg) se...

Apr 25 2026 42026957
Daily Mortality Prediction Under Compound Environmental Stressors: Comparing Epidemiological Time Series Models and Machine Learning Models.

Accurate prediction of daily mortality is vital for effective early warning systems and the strategic allocation of medical resources, particularly gi...

Apr 24 2026 42035821
Artificial Intelligence in Colonoscopy Surveillance for Lynch Syndrome: Emerging Evidence, Lessons Learned From Average-Risk Populations, and Future Directions.

Lynch syndrome (LS) is the most common hereditary colorectal cancer (CRC) syndrome and is characterized by an accelerated adenoma-carcinoma sequence, ...

Apr 24 2026 42032838
Exploring Attitudes Toward AI-Based Contactless Sensors in Health Among Five Stakeholder Groups: Qualitative Study.

BACKGROUND: The rapid rise of artificial intelligence-based contactless sensors (AI-CS) is expected to significantly transform how patients are measur...

Apr 24 2026 42030503
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