Infectious Disease

Public Health

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

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Showing 141-160 of 6,613 articles

Model-Guided Optimization of a Low-Serum Medium for Madin-Darby Canine Kidney Cells Using a Kolmogorov-Arnold Network and Bayesian Optimization.

Madin-Darby canine kidney (MDCK) cells are important hosts for cell culture-based viral vaccine production, but fetal bovine serum (FBS) supplementation increases cost, batch variability, adventitious-agent risk, and regulatory burden. This study developed a 2% FBS low-serum medium optimization workflow for MDCK cells by integrating design of experiments (DoE) with interpretable machine learning. ...

Jul 23 2026 42490010

Personalized cancer vaccines: bridging immune-oncology and precision medicine for advanced therapeutics.

Despite advancements in therapeutic cancer vaccines, clinical translation has been hindered by limited efficacy, with Sipuleucel-T remaining the only FDA-approved therapeutic cancer vaccine to date. However, recent advances in personalized mRNA vaccines, such as Moderna's mRNA-4157 and BioNTech's autogene cevumeran, have demonstrated significant reductions in recurrence risk and improved survival ...

Jul 22 2026 42481451
Evolution of swine influenza surveillance and one health governance in Taiwan: from zoonotic risk management to integrated preparedness.

Influenza A viruses (IAVs) remain a persistent global threat because of rapid antigenic change, frequent genetic reassortment, and cross-species trans...

Jul 22 2026 42484785
Development of a high-resolution PM2.5 model in Taiwan using integrated low-cost air quality sensors and satellite observations.

BACKGROUND: Air pollution modeling generally suffers from the limited and uneven distribution of fixed air quality monitoring (AQM) stations. Low-cost...

Jul 22 2026 42486882
Deep learning approaches show promise for predicting childhood malnutrition: A comparative study with traditional machine learning methods using survey data.

Childhood malnutrition remains a major public health concern in Nepal and other low-resource settings, while conventional case-finding approaches are ...

Jul 22 2026 42485429
Exploring prediction of tick and tick-borne encephalitis cases in Sweden using citizen science data.

Tick-borne encephalitis (TBE) remains a severe public health threat in affected areas with shifting geographic distribution linked to environmental ch...

Jul 21 2026 42495530
Comparing traditional and AI-enhanced strategies for developing patient decision aids: a multiple case study.

OBJECTIVES: Our objective was to develop and test prompts designed to generate balanced, evidence-based information from artificial intelligence (AI) ...

Jul 21 2026 41125298
Estimating measles reintroduction risk in São Paulo using machine learning.

OBJECTIVES: This study aimed to develop a measles risk estimation tool to predict municipal-level occurrences in Brazil's most populous state, São Pau...

Jul 21 2026 42480286
From behavioral to structural correlates: a multi-phase analysis of global reported mpox.

BACKGROUND: Mpox epidemiology has expanded from endemic zoonotic spillover to sustained human-to-human transmission. While behavioral risk factors hav...

Jul 21 2026 42482041
Evaluating the reliability and information quality of ChatGPT responses on vaccine hesitancy: an expert panel study.

BACKGROUND: Vaccine hesitancy is a major public health problem that threatens global immunisation programmes. The use of artificial intelligence-based...

Jul 21 2026 42482189
Targeting progressive multiple sclerosis: Toward mechanism-informed precision medicine.

Multiple sclerosis has undergone a therapeutic revolution over the past three decades. Randomized clinical trials and real-world data demonstrate that...

Jul 21 2026 42482223
Environmental and management drivers of gastrointestinal nematodes in shelter dogs across mainland Portugal revealed by ecological niche modelling.

Gastrointestinal nematodes (GIN) are a major health concern in dogs, particularly in high-density environments such as shelters. Toxocara canis, Ancyl...

Jul 21 2026 42485743
Predicting the absence of World Health Organization fungal priority pathogens in agricultural soils using machine learning and ITS metabarcoding.

Environmental fungal pathogens relevant to human and animal health pose significant risks, particularly in regions with intensive farming and climate ...

Jul 21 2026 42479206
Explainable Machine Learning for Public Health Informatics in HEDIS Childhood Immunization Status Combo 10.

BACKGROUND: HEDIS Childhood Immunization Status (CIS) Combination 10 is a pediatric quality measure within a widely used health care performance frame...

Jul 21 2026 42479442
Post COVID-19 condition diagnosis among older people: findings from Swedish national register data.

INTRODUCTION: Post COVID-19 condition (PCC) denotes the persistence of symptoms following Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2)...

Jul 21 2026 42479649
Artificial intelligence risk prediction model for common respiratory pathogens in China based on heterogeneous multi-source clinical and geographic data: A modeling study.

Most respiratory pathogens exhibit distinct seasonal and periodic outbreak patterns driven by climatic factors. However, predictive models that jointl...

Jul 21 2026 42479737
Interpretable machine learning for cardiovascular disease risk prediction in cancer survivors: development and internal validation.

BACKGROUND: Cardiovascular disease (CVD) is a major concern among cancer survivors. However, the intersection of cancer and CVD has only recently gain...

Jul 20 2026 42477836
Natural language processing tool for extracting information about opioid overdoses in the USA from case narratives in the violent death reporting system.

BACKGROUND: Improving the infrastructure for drug overdose surveillance is critical for identifying new threats and responding to emerging trends. We ...

Jul 20 2026 39762007
Current overview of health technologies for antimicrobial resistance (AMR) management in hospitals: a scoping review, bibliometric analysis and technological prospecting.

INTRODUCTION: Antimicrobial resistance (AMR) represents one of the greatest global public health challenges and is intensified by inappropriate antimi...

Jul 20 2026 42473881
Video-Algorithmic Patient Monitoring in Mental Health Inpatient Settings: Qualitative Study of Patient or Consumer, Clinician, and Vendor Perspectives.

BACKGROUND: Video-algorithmic patient monitoring (VAPM) combines remote, noncontact sensors and algorithmic analysis and is increasingly trialed in ac...

Jul 20 2026 42475737
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