Hospital-Based Medicine

Surveillance

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

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Showing 232-252 of 7,957 articles
Harmonising Depression and Anxiety Measures Across International Cohorts: A Framework Validated Using Measurement Invariance.

AIMS: Cross-national research on mental health trajectories requires harmonised measures that are va...

(1)
Sep 2026 42661415
Unsupervised Ensemble Learning for Active Drug-Induced Liver Injury Surveillance: Integrating Pharmacokinetic Burden With Enzyme Trajectories.

PURPOSE: Traditional drug-induced liver injury (DILI) surveillance relying on static laboratory thre...

(1)
Sep 2026 42666122
AI-Assisted Sonography for the Diagnosis of Thyroid Nodules.

PURPOSE: To evaluate the diagnostic accuracy, clinical utility, and workflow integration of artifici...

(3)
Sep 2026 42671965
Can LLMs reliably perform epidemiological extraction in elite football?

Anterior cruciate ligament (ACL) injuries remain a critical burden in professional football, resulti...

(1)
Aug 2026 42670633
Integrating Microfluidics Chips into Vector-Borne Disease Surveillance: Technological Breakthroughs and Persistent Hurdles.

BACKGROUND: Vector-borne diseases (VBDs), such as malaria, dengue, and Zika virus infections, remain...

(1)
Aug 2026 42670973
Impact of AI-Triaged Worklists and AI-Assisted Report Generation on Radiology Turnaround Times: Prospective Real-World Study.

BACKGROUND: Radiology departments frequently manage large, heterogeneous worklists using first-in, f...

(1)
Aug 2026 42673581
Comparison and interpretability of machine learning algorithms to predict survival of patients with prostate cancer.

OBJECTIVE: To evaluate the performance and interpretability of multiple ML algorithms for survival p...

Aug 2026 42674923
A data-driven approach to hepatitis C forecasting using machine learning and epidemiological models.

The hepatitis C virus is a significant global health concern and a major cause of chronic liver dise...

(2)
Aug 2026 42672094
Artificial intelligence in Latin American hepatology: current evidence, implementation barriers, and strategic priorities.

Chronic liver diseases are an increasing cause of morbidity and mortality in Latin America, driven b...

(4)
Aug 2026 42669326
Machine learning for monitoring and assessment of potentially toxic elements in soils: a synthesis of spatial validation, explainability, and uncertainty.

Potentially toxic elements (PTEs) in soils pose persistent risks to ecosystems, groundwater, and foo...

(2)
Aug 2026 42668344
Artificial intelligence-based ECG as a triage tool for acute myocardial infarction: a diagnostic systematic review and meta-analysis.

Early identification of acute myocardial infarction (AMI) remains challenging, particularly in non-S...

(2)
Aug 2026 42668832
Machine learning prediction models for diabetic kidney disease: A systematic review and meta-analysis.

BACKGROUND: Machine learning (ML) has emerged as a promising tool for predicting diabetic kidney dis...

(1)
Aug 2026 42660337
Comparison of Machine Learning-Based Reporting with Surgeon Reporting of Postoperative Complication in Cardiothoracic Morbidity and Mortality Conferences.

BACKGROUND: Traditional morbidity and mortality (M&M) conferences incompletely capture postoperative...

(5)
Aug 2026 42657859
Climate change impact on disease emergence and antimicrobial resistance: A perspective on transmission and detection.

Climate change is increasingly disrupting environmental and ecological systems, creating conditions ...

(1)
Aug 2026 42699333
New WHO Blueprint and Digital Platform Look to Strengthen Surveillance of Fungal Disease and Antifungal Resistance.

Fungal disease and antifungal resistance are growing, historically underrecognized global threats th...

(3)
Aug 2026 42647054
AI Adoption in US Cancer Centers: National Cross-Sectional Study of Institutional and Policy Determinants.

BACKGROUND: AI is increasingly being integrated into cancer screening, treatment, and patient care. ...

(1)
Aug 2026 42647066
Simulation-based inference of epidemiological and phylodynamic models via neural posterior estimation.

Mathematical models play a central role in understanding and forecasting infectious disease dynamics...

Aug 2026 42642063
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