Primary Care

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

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Clinical utility of an AI-based retinal imaging model for cardiovascular risk prediction in hypertensive retinopathy.

OBJECTIVE: This study presents an independent clinical evaluation of Dr.Noon CVD, a commercially dev...

Dec 2025 41290195
Machine learning-based binary classification of elevated HbA1c (≥6.5 %) for risk assessment.

OBJECTIVE: One of the most important biomarkers for evaluating long-term glycemic management and est...

Dec 2025 41479955
Polygenic risk scores: Navigating the future of precision medicine through economic, ethical, and scientific advancements.

Polygenic risk scores (PRSs) are becoming an important component of precision medicine, supporting e...

Dec 2025 41541687
Evaluation of AI for prostate cancer detection in biparametric-MRI screening population data.

OBJECTIVE: The goal of this study was to curate a prostate MRI dataset from a screening population a...

Dec 2025 41359160
Predictors of glycemic control with imeglimin for type 2 diabetes: Results of machine learning analyses using clinical trial data.

INTRODUCTION: Identifying patient characteristics predictive of treatment response is crucial for op...

Dec 2025 41355521
Self-reported periodontitis: A multiethnic community-based validation study.

OBJECTIVE: Self-reported periodontal measures offer a practical alternative to clinical examinations...

Dec 2025 41371537
Design of the first national lung cancer screening program in the European Union: the Croatian Model.

OBJECTIVES: To address Croatia's high lung cancer mortality and late-stage diagnoses, the Ministry o...

Dec 2025 41351704
Lightweight Seizure Prediction Model based on Kernel-Enhanced Global Temporal Attention.

Clinically, epilepsy manifests as a chronic condition marked by unprovoked, recurrent seizures, plag...

Dec 2025 41350221
A machine learning based framework for identifying consumer product injuries from social media data.

BACKGROUND: Safety is a critical aspect of consumer products. However, there are millions of product...

Dec 2025 41365280
Joint Associations of Type D Personality and Allostatic Load With Coronary Artery Disease in Type 2 Diabetes: Evaluating the Role of Allostatic Load.

OBJECTIVE: This study aimed to (1) evaluate and compare the independent associations and predictive ...

Dec 2025 41328910
Prospective validation of deep-learning algorithms for diabetic retinopathy screening: A systematic review and meta-analysis.

Deep-learning (DL) algorithms are widely promoted for diabetic-retinopathy (DR) screening, yet their...

Dec 2025 41344407
Building and validating a machine learning model to predict coronary heart disease risk based on non-invasive indicators.

BACKGROUND: Coronary heart disease (CHD) remains a leading global cause of death. Early identificati...

Nov 2025 41353986
The evolving landscape of screening, management and treatment strategies of aortic stenosis in ATTR amyloidosis.

Transthyretin amyloid cardiomyopathy (ATTR-CM) and aortic stenosis (AS) frequently coexist in elderl...

Nov 2025 41318322
Understanding unrealized trial enrollments following patient-to-trial matching with large language models.

BACKGROUND: Clinical trials are essential for advancing cancer care, but identifying eligible patien...

Nov 2025 41318261
Digital Dentistry in Clinical Practice: A Scoping Review of Current Capabilities and Future Directions.

Digital technologies are transforming oral healthcare by enhancing prevention, diagnostics, treatmen...

Nov 2025 41319579
QENNA: A quantum-enhanced neural network for early Alzheimer's detection using magnetic resonance imaging.

Early detection of Alzheimer's disease (AD) is essential for effective clinical intervention and dis...

Nov 2025 41344072
Personalized adrenal gland volume reference ranges and development of a fully automated deep learning screening tool.

OBJECTIVE: This study aims to develop a low-dose CT-based, fully automated deep learning tool for sc...

Nov 2025 41352231
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