Primary Care

Preventive Care

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

9,129 articles
Stay Ahead - Weekly Preventive Care research updates
Subscribe
Browse Categories
Showing 141-160 of 9,129 articles

An Effective Machine Learning for Prioritizing Hearing Loss Screening in Older Adults: A Primary Care Approach.

BACKGROUND/OBJECTIVES: The high prevalence of hearing impairment in older adults and the scarcity of diagnostic resources in primary health care (PHC) highlight the need for solutions based on artificial intelligence. This study aimed to develop and evaluate a decision tree model to prioritize hearing examinations in this population. METHODS: An observational study was conducted using 60 clinical ...

Jul 31 2026 42535298

Baseline biochemical evaluation for etiologic differentiation in ACTH-dependent Cushing's syndrome: machine learning and composite score analysis in a multicenter cohort of 566 patients.

BACKGROUND: Limited availability of corticotropin-releasing hormone (CRH) currently complicates the differentiation of adrenocorticotropin (ACTH)-dependent Cushing's syndrome (CS). The diagnostic value of common screening tests in distinguishing Cushing's disease (CD) from ectopic CS (ECS) remains unclear. OBJECTIVE: To assess the diagnostic performance of screening tests, alone and in combination...

Jul 31 2026 42535554
From Data to Early Diagnosis: Artificial Intelligence as a Tool to Support Screening and Detection of Autism Spectrum Disorder in Childhood.

PURPOSE OF REVIEW: Autism spectrum disorder (ASD) is a neurodevelopmental condition with significant implications for childhood development and public...

Jul 31 2026 42536257
Development and validation of a nomogram for predicting hemoptysis risk in patients with bronchiectasis: A study based on Random Forest algorithm.

Hemoptysis is a severe and potentially life-threatening complication of bronchiectasis. There is currently a lack of reliable tools for the individual...

Jul 31 2026 42536543
Perspectives of Individuals With Obsessive-Compulsive Disorder on the Role of Artificial Intelligence in Therapy and Treatment: Thematic Qualitative Study.

BACKGROUND: AI has become increasingly used in mental health care for applications such as diagnosis, monitoring, and treatment support. These include...

Jul 31 2026 42536834
Artificial Intelligence Based Ultrasound Screening for Antenatal Detection of Placenta Accreta Spectrum.

BACKGROUND: Placenta Accreta Spectrum is a leading cause of maternal morbidity and mortality and is increasing in incidence, yet only 30-50% of cases ...

Jul 31 2026 42537905
Artificial intelligence tools for the assessment and management of dysphagia: a scoping review.

OBJECTIVES: To explore the existing artificial intelligence (AI) tools used in the assessment and management of dysphagia. DESIGN: Scoping review. DAT...

Jul 31 2026 42538117
Integrative multi-omics and machine learning identify CHRNA1 putative circadian-immune hub in COPD.

BACKGROUND: Circadian rhythm disruption is increasingly recognized as a contributor to chronic inflammatory disorders; however, its specific significa...

Jul 31 2026 42536689
Recent advances in screening, diagnosis, prognosis and personalized treatment of sepsis.

Sepsis is a multi-system physiological syndrome defined as a dysregulated host response to infection. Despite recent advances clinicians continue to d...

Jul 30 2026 42531012
Screening for diabetic retinopathy with artificial intelligence in a primary care setting: a comparative cost analysis.

OBJECTIVE: Cost analysis of autonomous artificial intelligence (AI)-based screening of diabetic retinopathy (DR) for adults with diabetes at a primary...

Jul 30 2026 42532593
From fragmented records to living evidence: health system-governed, artificial intelligence-driven, continuously updated real-world clinical data from Truveta.

OBJECTIVES: Real-world data (RWD) have historically suffered from fragmentation, delayed availability, variable data quality, and limited analytic uti...

Jul 29 2026 42529767
Promoting patient empowerment in chronic care: A scoping review of key facilitating factors.

OBJECTIVES: Chronic conditions represent a growing global health challenge, requiring ongoing management in which patients play an active role. Althou...

Jul 29 2026 42531669
An explainable machine learning approach for cervical cancer screening: decoding morphological diagnostic drivers.

BACKGROUND: Cervical cancer screening in primary care is hindered by expert pathologist shortages and heavy diagnostic workloads, leading to fatigue-i...

Jul 29 2026 42523012
A Machine Learning and Large Language Model Tool for Systematic Literature Reviews of Health Economic Evidence: A Validation Study.

BACKGROUND: Systematic literature reviews offer high potential for efficiency gains from artificial intelligence (AI), now integrated into several sys...

Jul 29 2026 42525208
A novel hierarchical transfer learning to enhance breast cancer detection on screening mammography using deep learning.

Accurate and early detection of breast cancer in screening mammography remains a critical challenge in medical imaging, particularly due to variations...

Jul 29 2026 42525327
RenalTox-XAI: Applicability-Domain-Constrained and Descriptor-Guided QSAR Framework for Early Screening and Safety Prioritization of Drug-Induced Renal Injury.

Drug-induced renal injury (DIRI) remains a major cause of drug attrition and post-marketing safety concerns, highlighting the need for reliable early-...

Jul 29 2026 42526789
A hybrid ConvNeXt-ViT framework with differential evolution optimization for breast cancer classification.

Breast cancer, a leading cause of mortality among women worldwide, necessitates early detection through mammography. Yet, automated classification rem...

Jul 29 2026 42527437
Improving laboratory workforce efficiency using AI-assisted digital cytology within an HPV-based cervical screening programme: A model-based evaluation for the NHS Cervical Screening Programmes.

OBJECTIVES: We aimed to estimate the time required to review and report cervical cytology slides within a Human Papillomavirus (HPV)-primary cervical ...

Jul 28 2026 42526933
Risk-Guided Screening for Atrial Fibrillation Using Electronic Health Records.

BACKGROUND: Screening for atrial fibrillation (AF) on the basis of AF risk may be more effective. We aimed to develop, externally validate, and prospe...

Jul 28 2026 42517218
ViralMap: predicting features in viral proteins from primary sequence.

Modern viral vaccines are designed to elicit an immune response against viral proteins that mediate infection, making those proteins important targets...

Jul 28 2026 42517630
Browse Categories