Infectious Disease

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

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Operational mechanisms and application advances in artificial olfactory systems.

Artificial olfactory systems represent biomimetic platforms that emulate biological olfaction for volatile compound detection and discrimination. Biological olfaction achieves efficient perception through the specific binding of volatile molecules to olfactory receptors (OR), odorant-binding proteins (OBPs), and associated chemosensory proteins, followed by neural encoding, providing a theoretical...

May 15 2026 42141438

Partisan differences in childhood measles vaccination and general refusals: a retrospective cohort study of electronic health records in the United States, 1988-2024.

BACKGROUND: Vaccination remains one of the most effective public health tools globally. Yet recent years have seen increasing political polarization around vaccination, particularly in the United States, as well as measles outbreaks among unvaccinated children. Using individual-level data, we characterize the national evolution of parental political polarization in childhood vaccination refusal, t...

May 14 2026 42180007
Global Trends and Research Hotspots in Soccer Injury Literature: A Bibliometric Analysis (1904-2025).

IMPORTANCE: Soccer is associated with a substantial global injury burden, particularly involving lower-extremity and head injuries. Despite extensive ...

May 14 2026 42140438
The dynamics of hepatitis B transmission with treatment and vaccination: A case study in the Ili Region of Xinjiang, China, by a physics-informed neural networks approach.

Hepatitis B virus (HBV) infection remains a leading cause of cirrhosis and hepatocellular carcinoma worldwide, and long-term control relies on sustain...

May 14 2026 42140518
Cardiovascular Disease Events and Life Expectancy Lost Attributable to Machine Learning-Derived Dietary Networks: Evidence from Canadian National Nutrition Survey Linked to Routinely Collected Administrative Databases.

BACKGROUND: Artificial intelligence and machine learning (ML) are transforming nutritional epidemiology by revealing dietary network structures invisi...

May 14 2026 42134415
A two-stage OOD-aware approach for mosquito species detection based on RT-DETRv2.

Mosquitoes are important vectors of infectious diseases, and accurate species identification is essential for effective surveillance and control. Trad...

May 14 2026 42135385
Concepts of RNA virus evolution for the design of better antiviral countermeasures.

This century, global human health has been marked by a seemingly increasing list of outbreaks and epidemics caused by RNA viruses - masters of rapid e...

May 14 2026 42135467
Temporal dynamics and associated factors of sleep quality in Chinese boarding high school students: a repeated cross-sectional study across four waves (2019-2024).

This study investigated temporal changes in sleep quality among Chinese boarding high school students across four phases (2019:pre-pandemic baseline, ...

May 14 2026 42135499
Predictive triage for testing may improve control of a COVID-19 epidemic while reducing testing requirements.

BACKGROUND: Extensive population testing played a crucial role in mitigating the COVID-19 pandemic. However, scaling up testing capacity requires a co...

May 14 2026 42135808
CT-based interpretable delta-radiomics model for risk stratification of pulmonary ground-glass nodules: a multicentre study.

OBJECTIVES: To develop and externally validate an interpretable fusion model combining multi-time-point CT radiomics with clinical-semantic features t...

May 14 2026 42128988
Global Adoption and Readiness for Artificial Intelligence (AI) and Digital Health Technologies in Infection Prevention and Control (IPC): A WHO Global Survey.

BACKGROUND: Artificial intelligence and digital health technologies may strengthen Infection Prevention and Control through enhanced surveillance, dec...

May 13 2026 42134474
Comparative analysis of traditional and deep learning time series architectures for influenza A infectious disease forecasting.

Influenza A remains a major cause of respiratory mortality worldwide, motivating accurate forecasting to support timely preparedness and resource allo...

May 13 2026 42127736
Identifying host-specific patterns in viral protein sequences to predict host spillover risk in animal and plant kingdoms.

Emerging pandemics are often driven by viral spillover events. However, predicting them remains difficult due to the complex interplay between viral g...

May 13 2026 42129503
Trustworthy artificial intelligence in predictive medicine: cancer survival analysis using ethical-by-design and explainable artificial intelligence models.

OBJECTIVES: This study aims to develop and evaluate a trustworthy and ethical-by-design machine learning (ML) framework for predicting 5-year cancer s...

May 12 2026 42131073
The VP1 Protein of Foot-and-Mouth Disease Virus: Bridging Pathogenicity and Control Strategies.

The Foot-and-mouth disease virus (FMDV) is a highly contagious pathogen affecting cloven-hoofed animals. Its major structural protein, VP1, serves as ...

May 12 2026 42128130
Multi-omics precision diagnosis of brucellosis: Advances in biomarker discovery and clinical application.

Brucellosis, a neglected zoonosis caused by intracellular Brucella bacteria, remains a formidable global public health challenge, especially in develo...

May 12 2026 42128325
Shaping the future of postoperative recurrence in Crohn's disease: personalised approaches with AI-enabled imaging and multi-omics.

Postoperative recurrence (POR) is a major challenge in the long-term management of Crohn's disease (CD), affecting up to 70% of patients within the fi...

May 12 2026 41592952
Diagnostic stewardship monitoring systems: institutional and system-level approaches.

Diagnostic stewardship-performing the right test for the right patient at the right time-improves diagnostic accuracy and reduces healthcare resource ...

May 12 2026 42116750
Artificial Intelligence in Physical, Occupational and Neuro-Rehabilitation: Clinical Effectiveness, Prognostic Performance, and Pre-Implementation Feasibility - A Systematic Review.

BACKGROUND: Global rehabilitation needs far exceed capacity, and artificial intelligence (AI) is proposed to extend access, personalise therapy, and s...

May 12 2026 42118349
Understanding antimicrobial resistance dynamics of non-typhoidal Salmonella in chickens and ducks - a prospective study from West Bengal, India.

This study investigated the antimicrobial resistance (AMR) profile of Salmonella enterica (n = 446) of poultry origin (n = 1020) collected from West B...

May 11 2026 42113384
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