Infectious Disease

Public Health

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

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Overcoming gastrointestinal mucosal barriers: Mechanistic innovations and technical advances in mucosal targeting strategies for animal oral vaccines.

Infectious diseases caused by pathogenic microorganisms (such as Escherichia coli, Avian influenza virus (AIV), Rotavirus, etc.) that primarily invade through mucosal surfaces like the digestive tract and respiratory tract not only severely restrict the development of the livestock and poultry breeding industry, resulting in huge economic losses, but also threaten public health security due to the...

Mar 6 2026 41819733

Enhancing Early Detection of Contralateral Breast Cancer in Breast Cancer Survivors Using AI-Assisted Mammography.

BACKGROUND: Women with a history of breast cancer face an elevated risk of developing contralateral breast cancer (CBC). Although annual mammographic screening is recommended, its sensitivity is limited, particularly in younger women and those with dense breast tissue. This study assessed the potential of artificial intelligence (AI)-based computer-aided diagnosis (AI-CAD) to improve CBC detection...

Mar 6 2026 41790156
Modifiable risk factors associated with increased retinal age gap in an Australian population.

Retinal age gap (RAG)-the difference between retina-predicted age and chronological age-indicates biological ageing that has been linked to the risk o...

Mar 6 2026 41790169
Ta-SLOA: Taylor snow leopard optimization with XCovNet-based object classification using vehicle image.

OBJECTIVE: Detecting objects is a core challenge in computer vision and plays a vital role in applications like self-driving cars, traffic surveillanc...

Mar 6 2026 41790519
Trustworthy AI in Digital Health: A Comprehensive Review of Robustness and Explainability.

Ensuring trust in AI systems is essential for the safe and ethical integration of machine learning (ML) systems into high-stakes domains such as digit...

Mar 6 2026 41791232
Evaluating Artificial Intelligence-Generated Nursing Care Plans: A Scenario-Based Comparative Study of Accuracy, Completeness, Quality, and Readability.

AIM: This study aimed to evaluate the ability of three generative artificial intelligence tools (ChatGPT, Gemini and DeepSeek) to generate clinically ...

Mar 6 2026 41792055
From tests to truth: A misclassification-aware machine learning framework for estimating brucellosis seroprevalence in wild canids.

Brucellosis is an important zoonotic disease affecting humans, livestock, and wildlife, yet prevalence estimates in wild species are often underestima...

Mar 6 2026 41790615
Machine learning framework for early detection of polio outbreaks from acute flaccid paralysis surveillance data.

Poliomyelitis remains a global public health concern despite remarkable progress toward eradication. The continued circulation of vaccine-derived poli...

Mar 5 2026 41806444
Cross-Cultural Differences in Public Discourse on COVID-19 Vaccination in the United States and South Korea: Cross-Sectional Analysis Using Natural Language Processing.

BACKGROUND: The COVID-19 vaccine was introduced as a crucial tool to combat the pandemic. However, concerns about its effectiveness, side effects, and...

Mar 5 2026 41785455
Development of machine-learning models to diagnose influenza among international travellers based on symptoms and epidemiological information.

INTRODUCTION: The importation of infectious diseases has increased dramatically in recent years. The diagnosis of such diseases has traditionally been...

Mar 5 2026 41794202
Association of surgical resection with survival in retroperitoneal leiomyosarcoma based on SEER propensity score matching and machine-learning models.

Retroperitoneal leiomyosarcoma (RLS) is a rare and aggressive subtype of soft tissue sarcoma with limited population-level evidence guiding surgical d...

Mar 5 2026 41786979
Revisiting the social determinants of health with explainable AI: a cross-country perspective.

In social science and epidemiological research, individual risk factors for mortality are often examined in isolation, while approaches that consider ...

Mar 5 2026 40972593
Biosensor-based diagnosis for infectious diseases: Nano-enabled revolution.

Infectious diseases (IDs) pose a significant global health threat, exacerbated by the rise of multidrug-resistant (MDR) and antimicrobial-resistant (A...

Mar 4 2026 41791433
Reflectance confocal microscopy in the management of lentigo maligna and lentigo maligna melanoma: a systematic review.

BACKGROUND: Lentigo maligna (LM) and lentigo maligna melanoma (LMM) are difficult to manage because of their subclinical extension and ill-defined mar...

Mar 4 2026 41908627
AI-enabled wearable microfluidics for next-generation infection monitoring and therapeutics.

Wearable biosensors have revolutionized healthcare by enabling continuous, minimally invasive monitoring of health parameters. While traditional weara...

Mar 4 2026 41498540
Social and environmental determinants of Neglected infectious diseases in quilombola communities of the Brazilian Amazon: An epidemiological and machine learning analysis.

Neglected infectious diseases (NIDs) remain a major public health challenge in the Amazon, particularly among quilombola populations living in rural a...

Mar 4 2026 41779818
Real-time digital prescriptions unlock influenza dynamics: evidence from 21 million transactions.

Traditional influenza surveillance suffers from 1-2 week reporting delays that compromise outbreak response. We analyzed 21.08 million digital prescri...

Mar 4 2026 41775925
Early electrocardiographic repolarization changes are associated with subclinical cancer therapy-related cardiac dysfunction in lymphoma patients: A machine learning-assisted longitudinal study.

UNLABELLED: Anthracycline-induced cardiotoxicity remains a significant clinical challenge. We evaluated longitudinal electrocardiographic (ECG) repola...

Mar 4 2026 41806788
Exploring the impact of reimbursement ratios on willingness to vaccinate: A mixed-effects modeling approach using panel data.

Vaccination remains one of the most cost-effective methods for disease prevention. However, utilization of self-paid vaccines, including EV71, varicel...

Mar 3 2026 41774860
Toward accurate prediction of pediatric epidemic disease patient volume in the Chaoshan region: A deep learning framework.

Accurate prediction of pediatric epidemic infectious diseases is critical for effective prevention and personalized treatment. Herein, we developed a ...

Mar 3 2026 41907420
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