Hospital-Based Medicine

Surveillance

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

10,135 articles
Stay Ahead - Weekly Surveillance research updates
Subscribe
Browse Categories
Showing 1041-1060 of 10,135 articles

Smart sewers in practice: a systematic review of instrumentation, applications and pathways to adoption for sustainable urban systems.

Sewer systems are critical to public health and urban economies, yet failures cause overflows, pollution, and costly disruption. Smart sewer systems combine sensors, communications, and data analytics to monitor conditions, support operational control, and guide maintenance, enabling optimised management and reducing health and environmental impacts. This review systematically analysed real-world ...

Feb 10 2026 41671988

Atopic Dermatitis in Denmark: Regional Variation.

Using national registers, this study investigates regional variations in the number of individuals with and treatment of atopic dermatitis (AD) in Denmark. AD, a prevalent chronic skin disorder, affects up to 20% of children and 3% of adults globally; yet its epidemiology in Denmark remains unclear. A recent study indicated a lifetime prevalence of 21% among school-aged children in Odense, a mediu...

Feb 10 2026 41665270
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 global ecosystems, shifted disease-vector population...

Feb 10 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-resistant genes (ARGs) in both community and hospital s...

Feb 9 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 issues in retail mobile banking apps and examine the a...

Feb 9 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 control expert for catheter-associated urinary tract...

Feb 9 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 restricted by privacy laws. Synthetic data (SD), wh...

Feb 9 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 timely and accurate surveillance. However, critical ...

Feb 8 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 detection of intramammary infections and become instr...

Feb 7 2026 41666665
Commercial AI platforms improve reproducibility but fail to meet clinical precision thresholds for intracranial aneurysm measurement: implications for serial surveillance.

BACKGROUND: Intracranial aneurysm affect 3-7% of the global population, with rupture causing > 80% of non-traumatic subarachnoid hemorrhage and approx...

Feb 7 2026 41654787
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 therapeutic index means that even small dosing deviations...

Feb 6 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 introduced new possibilities for structured reporting. ...

Feb 6 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 complications. Traditional Doppler ultrasound method...

Feb 6 2026 41650267
A lightweight convolutional neural network architecture for violence detection in video sequences.

The escalation of violent incidents in high-density public environments such as political assemblies, concerts, and sports arenas necessitates the dev...

Feb 6 2026 41651963
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. Outcome determinants have expanded beyond pathop...

Feb 5 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 assessing adherence to the MI-CLEAR-LLM checklist in...

Feb 5 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 in child protection, yet concerns remain about me...

Feb 4 2026 41643238
Physiological data-driven models for motion sickness prediction.

With advances in autonomous vehicle technology and in-cabin occupant monitoring systems, prediction of motion sickness (MS) has emerged as a key chall...

Feb 4 2026 41643587
[Innovative imaging techniques for urothelial carcinoma].

BACKGROUND: Imaging guides the staging of urothelial carcinoma and thus plays a central role in treatment decisions. Current guidelines reflect the in...

Feb 4 2026 41636843
Prognostic Significance of Lymph Node Ratio for Overall Survival in Patients with Lymph Node-Positive Bladder Cancer Post-Radical Cystectomy and Chemotherapy: A Multicenter Cohort Analysis.

BACKGROUND: The lymph node ratio (LNR) is gaining recognition as a prognostic biomarker for various malignant neoplasms. However, its prognostic role ...

Feb 4 2026 41637020
Browse Categories