Primary Care

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

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Accelerated Brain Aging in Type 1 Diabetes Across Painful and Painless Peripheral Neuropathy: MRI-Based Brain Age Estimates From Deep Learning.

Accelerated brain aging has been reported in diabetes, but its links with diabetic peripheral neuropathy (DPN) and neuropathic pain remain unclear. We explored brain age gap (BAG) in type 1 diabetes to determine if it differs across neuropathic phenotypes, relates to clinical characteristics including DPN measures, and shows distinct regional patterns. Diabetes participants had 3.5 years of BAG, r...

Aug 11 2026 42579533

Deciphering Anti-Cancer Drug Efficacy Through Nanomechanical Vibrations in Living Gastric Cancer Organoids.

Cancer poses a severe threat to human health. The limited sensitivity and efficiency of conventional drug screening methods create a pressing need for novel anti-cancer drug screening platforms. This study developed a drug efficacy assessment platform that integrates patient-derived gastric cancer organoids, atomic force microscopy (AFM)-based nanomechanical vibration detection, deep learning anal...

Aug 11 2026 42579611
Computable Phenotype for Identifying Undiagnosed Hypermobile Ehlers-Danlos Syndrome: Protocol for a Development and Validation Study.

BACKGROUND: Hypermobile Ehlers-Danlos syndrome (hEDS) is a multisystemic hereditary connective tissue disorder characterized by generalized joint hype...

Aug 11 2026 42579883
Thrombus imaging features influencing the choice of first-line thrombectomy strategy: an international survey of neurointerventionists.

INTRODUCTION: Endovascular thrombectomy (EVT) is the standard of care for large vessel occlusion stroke, but the optimal first-line strategy remains d...

Aug 11 2026 42580476
Clonal hematopoiesis of undetermined potential as an emerging determinant of inflammageing, and age-related diseases: potential role as biomarker and target.

Clonal hematopoiesis of undetermined potential (CHIP), initially discovered as a mere hematological curiosity, now represents a clinically significant...

Aug 11 2026 42580598
Methods of Evaluating Large Language Model-Based Health Care Applications Used by Nonprofessionals: Protocol for a Scoping Review.

BACKGROUND: Large language models (LLMs) are increasingly used in health care by nonprofessionals (ie, individuals without formal training in health-r...

Aug 11 2026 42580683
Cost-effectiveness and environmental impact of artificial intelligence-assisted colonoscopy with the resect-and-discard strategy: a microsimulation study.

Background Artificial intelligence (AI)-assisted colonoscopy reduces costs in colorectal cancer screening, but its incremental value relative to non-A...

Aug 11 2026 42580755
Application of Machine Learning Classifiers in Rapid Reviews for Health Research: A Case Example Using EPPI-Reviewer.

INTRODUCTION: Rapid reviews aim to deliver timely evidence for decision-makers when full systematic reviews are not possible or practical. Efficient s...

Aug 10 2026 42583045
Diagnostic accuracy of deep learning-assisted low-dose CT screening for lung cancer detection: a systematic review and meta-analysis.

BACKGROUND: Deep learning (DL)-assisted low-dose computed tomography (LDCT) may improve lung cancer screening, but the available evidence is heterogen...

Aug 10 2026 42576231
Precision Medicine in Transfusion-Dependent and Non-Transfusion-Dependent β-Thalassemia: Toward Personalized Diagnosis and Therapy.

β-thalassemia comprises a clinically heterogeneous group of disorders in which anemia severity, transfusion exposure, iron loading, and organ complica...

Aug 10 2026 42572810
Behavioral Mechanisms of a Digital Health Intervention for Self-Management in Type 2 Diabetes Mellitus: Prospective Longitudinal Cohort Study.

BACKGROUND: Sustaining self-management is critical for optimizing clinical outcomes in individuals with type 2 diabetes mellitus (T2DM). Although digi...

Aug 10 2026 42573581
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
Social Media as a Driver of Obesity in Children and Adolescents (Aged 6-18 Years): It Is Time for Regulatory Action.

Obesity in children and adolescents is rising in China and globally, with health consequences that are already evident during childhood. This Viewpoin...

Aug 10 2026 42574737
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
A Comparison of Machine Learning and Human Graders for Glaucoma Diagnosis from Fundus Images for Population Screening.

PURPOSE: To compare the accuracy of vertical cup-disc ratios (VCDR), ascertained by machine learning (ML) versus human graders, from fundus images for...

Aug 10 2026 42575300
Dual MDM2 and PPARG regulatory axes mediate the antiepileptic effects of Gouteng: An Integration of Bioinformatics, Network Pharmacology, Machine Learning, Molecular Docking, and MD Simulations.

Gouteng is a traditional Chinese medicine widely used for the clinical treatment of epilepsy, yet the specific mechanism underlying its antiepileptic ...

Aug 10 2026 42575349
AI Patient Support and 6-Month Medication Adherence in a Digital Obesity Program: A Retrospective Analysis.

BACKGROUND: Real-world glucagon-like peptide-1 receptor agonist (GLP-1 RA) therapies face substantial attrition rates in commercial digital weight los...

Aug 10 2026 42575845
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
Apolipoprotein M: A liver-derived lipid-binding protein protects against heart failure with preserved ejection fraction by inhibiting TGF-β signaling.

BACKGROUND: Visceral and hepatic adiposity and associated inflammation are recognized as prominent features of heart failure (HF) with preserved eject...

Aug 9 2026 42571818
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
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