Primary Care

Preventive Care

Latest AI and machine learning research in preventive care for healthcare professionals.

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Showing 101-120 of 9,129 articles

Accelerated Biological Age as an Early Pregnancy Risk Factor for Preeclampsia.

BACKGROUND: The inability to predict risk in early pregnancy for preeclampsia represents a major limitation in prenatal care. OBJECTIVES: We used machine-learning approaches to identify early pregnancy features that distinguish women who develop preeclampsia from those with normotensive pregnancies, specifically focusing on the influence of maternal biological age. METHODS: Data were analyzed from...

Aug 10 2026 42573023

Rational drug design for Alzheimer's disease: from approved therapies to next-generation clinical candidates and AI-guided innovation.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by multifactorial pathology, including amyloid-β (Aβ) aggregation, tau hyperphosphorylation, oxidative stress, neuroinflammation, and synaptic dysfunction. Despite extensive research, currently approved treatment provides only symptomatic relief, while recently approved disease-modifying monoclonal antibodies have s...

Aug 10 2026 42573081
Optimising Pharmacovigilance Efficiency with MLIT (Machine Learning for Intelligent Triage): A Tool for Statistical Safety Alerts.

BACKGROUND AND AIM: Pharmacovigilance is essential to ensuring patient safety by enabling timely identification of adverse reactions in increasingly c...

Aug 10 2026 42573921
Preferences for AI-Enabled Health Care Technologies: Systematic Review of Discrete Choice Experiments and Reporting Quality Assessment Using the DIRECT Checklist.

BACKGROUND: AI is increasingly being integrated into health care, making it important to understand stakeholder preferences for AI-enabled technologie...

Aug 10 2026 42573981
A blood-based test for detection of advanced adenomas and colorectal cancer (DENEB): a multicentre diagnostic accuracy study.

BACKGROUND: Colorectal cancer is the third most common and second deadliest cancer in the USA, but cases and deaths are preventable through appropriat...

Aug 10 2026 42575119
Structured approaches to improving outcomes of oral exam in medical and paramedical education: A systematic review and evidence-based framework.

INTRODUCTION: Oral examinations are central to medical and paramedical education for assessing reasoning, communication, and professional competencies...

Aug 10 2026 42574391
Ethical aspects of artificial intelligence use in neonatal intensive care units: a scoping review.

UNLABELLED: This study aims to map ethical, legal, social, professional, and implementation issues associated with artificial intelligence (AI) in neo...

Aug 9 2026 42572076
Multicentre performance and consistency of two deep learning models for malignancy probability estimation of incidental pulmonary nodules.

OBJECTIVES: A screening-trained deep learning (DL) model (DL1) for pulmonary nodule malignancy probability estimation on CT previously demonstrated go...

Aug 8 2026 42570025
Beyond Accuracy: A Mixed-Methods Audit of Chain-of-Thought Failures in LLM-Based COVID-19 Vaccine Stance Detection.

This mixed-methods study assessed whether reasoning-enabled large language models (LLMs) can classify stances towards COVID-19 vaccination on X (forme...

Aug 8 2026 42570145
From bedside queries to complex care: AI for decision-making in infectious diseases.

BACKGROUND: Infectious Diseases require rapid decisions based on heterogeneous and evolving clinical data. At the same time, the shortage of infectiou...

Aug 8 2026 42570802
Interpretable machine learning for gallstone risk prediction: an ensemble stacking approach with SHAP analysis.

Gallstone disease is a gastrointestinal condition requiring accessible, low-cost screening tools. We developed an interpretable ensemble stacking mode...

Aug 7 2026 42565858
Closing the Health Policy Implementation Gap With Artificial Intelligence.

IMPORTANCE: Health care policies often fail to achieve their goals due to implementation challenges attributable to workforce constraints, fragmented ...

Aug 7 2026 42566202
Missed and true interval cancers on digital breast tomosynthesis screening mammograms: radiologists' assessment and artificial intelligence markings.

BACKGROUND: Interval cancer, breast cancer detected after a negative screening examination but before the next scheduled appointment, represents a cha...

Aug 7 2026 42571120
Modelling the impact of awareness campaigns on HPV transmission dynamics: a neural network-enhanced mathematical model.

HPV is the most common sexually transmitted infection; most sexually active individuals are exposed to HPV at some point in their lives, and the major...

Aug 6 2026 42557263
Clinical Research on Microecological Landscape for Infection Risk Stratification in Newly Diagnosed Patients with Hematological Conditions.

INTRODUCTION: Infection is a common and potentially fatal complication during the treatment of hematological diseases, particularly in the context of ...

Aug 6 2026 42560632
The Digital Evolution of the Medical Black Bag: Environmental Scan With Trend Analysis and Horizon Scanning.

BACKGROUND: The medical black bag is synonymous with physicians, especially general practitioners, who are expected to be ready to provide care across...

Aug 6 2026 42561384
Real-time breath metabolomic profiling reveals a volatile signature associated with lung cancer.

BACKGROUND: Real-time breath metabolomic profiling may detect lung cancer-associated breath features, but exploratory case-control findings require ca...

Aug 6 2026 42561601
Point-of-care detection for respiratory diseases: From samples and biomarkers to principles and applications.

Early screening can significantly reduce the severe morbidity and mortality of respiratory diseases and alleviate the burden on public healthcare syst...

Aug 5 2026 42556039
AI-driven Identification of Zika Virus Inhibitors.

Research engaged with AI has dramatically increased due to a huge improvement of technologies in terms of cost and time-effectiveness as well as decre...

Aug 5 2026 42556469
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