Hospital-Based Medicine

Surveillance

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

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Showing 988-1008 of 7,957 articles
Addressing Climate Change Impacts on Vector-Borne Infectious Diseases: Can Artificial Intelligence Help?

Human-induced climate change caused by fossil fuel-derived greenhouse gas emissions has disrupted gl...

Feb 2026 41666441
From clinics to the environment: A systematic review of machine learning and MALDI-TOF MS in the identification of antimicrobial-resistant bacteria.

As a result of the increasing prevalence of Antibiotic-resistant bacteria (ARB) and antibiotic-resis...

Feb 2026 41672310
Understanding complaint behavior in mobile banking: A psychological and AI-based analysis of emotional drivers.

This study investigates how emotional intelligence and AI techniques can classify user-reported issu...

Feb 2026 41666715
Comparing Generative Artificial Intelligence vs Experts for Detection of Catheter-Associated Urinary Tract Infection.

A retrospective cohort study compared generative artificial intelligence (GenAI) versus infection co...

Feb 2026 40923191
Synthetic health data in Canada: A scoping review of methods, applications, and data sources.

BACKGROUND: Access to provincial health-related data for multi-jurisdictional studies in Canada is r...

(1)
Feb 2026 41663859
Improving drug identification in overdose death surveillance by using clinical natural language processing models.

The rising rate of drug-related deaths in the United States, largely driven by fentanyl, requires ti...

Feb 2026 41656761
Machine learning for detection of subclinical mastitis: A Bayesian approach incorporating diagnostic test properties.

The large amount of data collected through automatic milking systems (AMS) may be used for early det...

Feb 2026 41666665
Artificial intelligence and machine learning for precision warfarin dosing: a comprehensive narrative review.

BACKGROUND: Warfarin remains one of the most widely used anticoagulants; however, its narrow therape...

(1)
Feb 2026 41649565
Evaluating the role of ChatGPT in structured radiology reporting: A systematic review.

BACKGROUND: The integration of large language models (LLMs) such as ChatGPT into radiology has intro...

Feb 2026 41650069
Deep learning-integrated multilayer thermal gradient sensing platform for real-time blood flow monitoring.

Blood flow monitoring is fundamental for assessing cardiovascular health and identifying vascular co...

Feb 2026 41650267
Factors influencing long-term outcomes in lung transplantation: effective monitoring and comprehensive intervention.

PURPOSE OF REVIEW: Achieving long-term survival after lung transplantation remains a major challenge...

(1)
Feb 2026 41640234
Evaluating guideline adherence in LLM studies using LLMs.

PURPOSE: To evaluate the capability of large language models (LLM), specifically GPT-4 and o1, in as...

Feb 2026 41642531
Prediction models for maltreatment risk: TRIPOD/PROBAST compliance, calibration, and fairness-A systematic review.

BACKGROUND: Prediction models for child maltreatment risk are increasingly used to support decisions...

Feb 2026 41643238
[Innovative imaging techniques for urothelial carcinoma].

BACKGROUND: Imaging guides the staging of urothelial carcinoma and thus plays a central role in trea...

Feb 2026 41636843
Machine learning-based COVID-19 prognostic models lag behind in reporting quality: findings from a TRIPOD/TRIPOD + AI systematic review.

BACKGROUND: Reporting of COVID-19 prognostic models frequently falls short of established standards....

Feb 2026 41630071
Predicting genetic evolution of viruses to identify suitable vaccines using artificial intelligence.

The evolution of the viruses is rapidly becoming a global challenge to the creation of vaccines sinc...

Feb 2026 41634057
Bias and Oversight in Clinical AI: A Review of Decision Support Tools and Equity Frameworks.

Artificial intelligence (AI) decision support tools (DSTs) are increasingly used across clinical set...

Feb 2026 41627658
Forecasting Local Surges in COVID-19 Hospitalizations through Adaptive Decision Tree Classifiers.

IntroductionDuring the COVID-19 pandemic, many communities across the United States experienced surg...

Feb 2026 41626707
Transforming clinical toxicology in Singapore: four decades of progress and beyond.

By examining key milestones, challenges and future directions, this review chronicles the evolution ...

Feb 2026 41626922
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