Hospital-Based Medicine

Surveillance

Latest AI and machine learning research in surveillance for healthcare professionals.

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Showing 337-357 of 7,957 articles
Urinary Biomarkers for Cancer Diagnosis and Surveillance: From Analytical Promise to Clinical Utility.

Urine is an attractive source of cancer biomarkers because it can be collected non-invasively and re...

Aug 2026 42556597
Field readiness of Raman-AI pipelines for microplastic analysis across environmental matrices.

Microplastic monitoring increasingly depends on workflows that can inform decisions beyond controlle...

Aug 2026 42561687
Artificial Intelligence in Infectious Disease Research.

BACKGROUND: Infectious diseases remain a major global health challenge, and while AI is rapidly adva...

(1)
Aug 2026 42552502
Seeing Beyond the Surgeon's Eye: Artificial Intelligence for Postoperative Monitoring of Free Vascularized Flaps: A Narrative Review.

BACKGROUND: Postoperative monitoring of free vascularized flaps (FVFs) is critical for early detecti...

(1)
Aug 2026 42554452
Reporting Quality of Large Language Model Studies: A Cross-Sectional Audit of High-Ranking Radiology and Medical Imaging Journals.

OBJECTIVE: To evaluate adherence to the Minimum Reporting Items for Clear Evaluation of Accuracy Rep...

(1)
Aug 2026 42551868
UCtracker: A Deep Learning-Based DNA Methylation Model for Noninvasive Diagnosis and Recurrence Surveillance of Urothelial Carcinoma in a Prospective Study.

Noninvasive diagnosis and longitudinal surveillance of urothelial carcinoma (UC) remain clinically c...

Aug 2026 42545181
Evaluation Methods for Inference-Time Retrieval-Augmented and Graph Retrieval-Augmented Large Language Models in Health Care: Scoping Review.

BACKGROUND: Inference-time retrieval augmentation is increasingly used to improve the traceability a...

(3)
Aug 2026 42546264
PlasmidRiskNet: An explainable machine-learning framework for antimicrobial resistance plasmid risk stratification.

BACKGROUND: Plasmids are the principal vehicles of horizontal antimicrobial resistance (AMR) gene tr...

Aug 2026 42597927
Delay and Attrition in Severe Aortic Stenosis: A Four-Checkpoint Systematic Review of Pathway Bottlenecks and Interventions.

The care pathway for severe aortic stenosis (AS) remains vulnerable to diagnostic delay, referral in...

(4)
Aug 2026 42538860
Performance of federated learning models in health services research: A systematic review and meta-analysis.

PURPOSE: This study aimed to assess the performance of federated learning (FL) models and compare th...

(2)
Aug 2026 42542272
Reporting of race and ethnicity in studies of artificial intelligence in pediatric urology A secondary analysis of the AI-PEDURO online repository.

INTRODUCTION: While an increasing number of artificial intelligence (AI) models are being developed ...

(1)
Aug 2026 41941255
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...

(2)
Jul 2026 42536834
Machine Learning Frameworks for Wearable-Based Stress Modeling in Naturalistic Settings: Scoping Review.

BACKGROUND: Stress, as commonly recognized, is an integral part of modern life and can significantly...

(1)
Jul 2026 42536919
Accuracy of Machine Learning Algorithms Based on Electroencephalogram in Sleep Apnea Detection: Systematic Review and Meta-Analysis.

BACKGROUND: Sleep apnea (SA) is a serious sleep disorder, and its diagnostic gold standard, polysomn...

(6)
Jul 2026 42537009
Incomplete Reporting Persists in Orthopedic Machine Learning Models: A Systematic Review of TRIPOD and TRIPOD+AI Reporting Completeness.

BACKGROUND AND OBJECTIVE: Machine learning (ML) prognostic models in orthopedic surgery are publishe...

(1)
Jul 2026 42537858
Mechanisms, management and prevention of anorectal sexually transmitted infections.

Anorectal bacterial sexually transmitted infections, predominantly chlamydia, gonorrhoea and syphili...

(1)
Jul 2026 42538441
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