Hospital-Based Medicine

Surveillance

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

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Showing 442-462 of 7,957 articles
Periodic surveillance of intraductal papillary mucinous neoplasms: gaps in evidence and future directions.

Intraductal papillary mucinous neoplasm (IPMN) is a well-established precursor to pancreatic cancer;...

Jul 2026 42435394
Reproducibility and Validation Challenges in AI-Driven Scaffold Design for Bone Regeneration.

Artificial intelligence (AI) is increasingly applied to bioink formulation and bioprinting process c...

(5)
Jul 2026 42429226
Improving turnaround times with artificial intelligence in microbiology.

This dual-center study evaluated the impact of artificial intelligence (AI) on urine culture turnaro...

Jul 2026 42429559
Applications of Large Language Models in Ovarian Cancer Management: Protocol for a Systematic Review and Meta-Analysis.

BACKGROUND: Ovarian cancer (OC) is a highly fatal gynecologic malignancy with complex management cha...

Jul 2026 42430510
Simulation of covariate and concept drift in machine learning hospital admission prediction from emergency triage.

Machine learning models that predict hospital admission at triage may support patient flow forecasti...

(2)
Jul 2026 42432036
Characterizing spatiotemporal spread of infectious diseases using ellipse-shaped transmission hotspots: application to dengue virus outbreaks.

BACKGROUND: Identifying transmission hotspots associated with micro-clustering patterns at the early...

(1)
Jul 2026 42426787
Colorectal Cancer Screening in Hereditary and Familial High-Risk Populations: Best Practices and Future Directions.

Colorectal cancer (CRC) remains a leading cause of cancer-related morbidity and mortality worldwide ...

(1)
Jul 2026 42423119
Trustworthy AI for personalized glycemic control: a systematic review and critical appraisal of multimodal forecasting and safety-critical closed-loop control.

Tight glycemic control reduces acute complications (hypoglycemia, hyperglycemia) and long-term micro...

(1)
Jul 2026 42424005
Artificial Intelligence in Vascular Surgery: Translating Innovation into Clinical Practice: A Narrative Review.

Artificial intelligence (AI) is rapidly reshaping modern medicine, with expanding applications in va...

(1)
Jul 2026 42424519
Performance of leading large language models in adhering to clinical guidelines for anaplastic thyroid cancer: a comparative study.

Anaplastic thyroid cancer (ATC) is a rare, aggressive malignancy with poor prognosis. Adherence to g...

(3)
Jul 2026 42426278
Machine Learning to Identify Bacteremia and Meningitis in Febrile Infants: A Systematic Review.

CONTEXT: The accurate identification of febrile infants who are at risk for invasive bacterial infec...

(2)
Jul 2026 42419745
Emerging Novel SARS-CoV-2 Subvariants and the Advantages of AI-ML in Deciphering the Mutation Trends, Genomic Surveillance and Vaccine Development.

BACKGROUND AND AIM: The world witnessed COVID-19 in 2025 yet again, a resurgence driven by LF.7 and ...

(3)
Jul 2026 42433705
Advancing outbreak detection: Hybridizing machine learning with wavelets for weekly dengue case forecasting.

BACKGROUND: Traditional surveillance systems often struggle with the volatility of weekly case data,...

Jul 2026 42424306
Anthropogenic landscapes and vector-borne disease dynamics: Unveiling the complex interplay between Human Footprint and disease transmission in Colombia.

Anthropogenic landscape transformations are fundamentally reshaping the epidemiology of vector-borne...

Jul 2026 42424342
Article 4 and Article 72 in radiological practice: competence and surveillance beyond compliance.

BACKGROUND: Two provisions of the EU Artificial Intelligence Act (Regulation (EU) 2024/1689) now rea...

(4)
Jul 2026 42435572
A decision-theoretic framework for uncertainty quantification in epidemiological modelling.

Estimating, understanding, and communicating uncertainty is fundamental to statistical epidemiology,...

Jul 2026 42415523
Reporting follow-up budgets for diagnostic and predictive AI.

OBJECTIVE: To argue that diagnostic and predictive AI should be evaluated by both classification per...

Jul 2026 42417035
Trigger tool methodologies in hospital settings: reappraising their role in pharmacovigilance and digital safety surveillance.

INTRODUCTION: Trigger tool methodologies have become important approaches for detecting adverse even...

(3)
Jul 2026 42417537
The rise of medical autonomous care, a paradigmatic turning point for military and civilian delivery of health care.

RATIONALE: Resource-limited or austere environments represent a direct threat to the likelihood of s...

(1)
Jul 2026 42419143
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