Hospital-Based Medicine

Surveillance

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

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Showing 946-966 of 7,957 articles
Subtypes of newly diagnosed type 2 diabetes and risk of complications: analysis of electronic health records in the USA.

AIMS/HYPOTHESIS: Data-driven subtyping of type 2 diabetes has not been translated into clinical prac...

Feb 2026 41723302
Standardizing case definitions for hoof lesions and lameness: A scoping review to improve machine learning applications in dairy cattle.

Lameness in dairy cattle, primarily caused by hoof lesions, remains a widespread issue in North Amer...

Feb 2026 41724468
Assessment of GFR Estimation Methods in Patients With Obesity.

CONTEXT: Obesity is an independent risk factor for chronic kidney disease, and accurate estimation o...

(2)
Feb 2026 40930519
Assessing the Reliability of Large Language Models for Evaluation of Risk of Bias in Randomized Clinical Trials.

OBJECTIVE: Systematic reviews depend on rigorous risk-of-bias (RoB) assessments to ensure credibilit...

Feb 2026 41713863
Predicting Surgical Outcomes in Breast Reconstruction With Machine Learning: A Systematic Review.

INTRODUCTION: The applications of artificial intelligence (AI) in plastic surgery have grown conside...

Feb 2026 41719069
Active surveillance methods to identify adverse events of special interest (AESIs) following vaccination against pandemic diseases: A scoping review.

INTRODUCTION: Active post-vaccination surveillance is vital for ensuring vaccine safety, particularl...

Feb 2026 41719864
Machine Learning for Predicting Stroke Risk Stratification Using Multiomics Data: Systematic Review.

BACKGROUND: Stroke is a complex, multidimensional disorder influenced by interacting inflammatory, i...

Feb 2026 41711384
YOLO-based real-time floating debris counting in urban rivers for flood monitoring and water resource management.

Urban flooding is increasingly exacerbated by the accumulation of floating debris in rivers, which o...

Feb 2026 41711999
AI-assisted cryo-dose estimation and tissue injury modeling for assessing side effects in MRI-guided prostate cryoablation: a retrospective study.

Focal therapy offers a middle ground between active surveillance and whole-gland treatment for ...

Feb 2026 41713028
Machine learning estimates for G20 subnational urban GHG emissions from 2000-2020.

Reliable, comparable greenhouse gas (GHG) emissions data at the subnational level remain scarce, des...

Feb 2026 41714675
Scurvy, an enduring mimicker and diagnostic dilemma in adults: A review of the 280 relevant published cases in the twenty-first century.

BACKGROUND: Scurvy persists as a significant adult medical condition, frequently overlooked due to i...

Feb 2026 41759242
A BEACON for Novel Disease Threats: Leveraging Artificial Intelligence for Informal Event-Based Outbreak Surveillance.

Event-based surveillance systems have proven critical for early detection of disease outbreaks by an...

Feb 2026 41467697
Global research status in the treatment of glaucoma: a systematic bibliometric analysis.

AIM: To present an overview of the research on global glaucoma treatment in the last decade in terms...

(1)
Feb 2026 41573005
Implantable bladder sensors for real-time urodynamics: A systematic review of preclinical and clinical evidence in neuro-urology.

BACKGROUND: Catheter-based urodynamic studies remain the standard for diagnosing lower urinary tract...

Feb 2026 42368673
Healthcare practitioner involvement in data-driven clinical decision support development and evaluation: Critical narrative review of recommendations.

OBJECTIVE: While healthcare practitioner (HCP) involvement is widely acknowledged as essential for t...

Feb 2026 41723938
Opportunities and challenges in leveraging multiomics and biobanks for vision science.

PURPOSE OF REVIEW: Emerging biobank resources allow large-scale integration of eye-specific phenotyp...

Feb 2026 41765918
Assessing the Impact of Sociodemographic Factors on Artificial Intelligence Models in Predicting Dementia: Retrospective Cohort Study.

BACKGROUND: Artificial intelligence (AI) is increasingly applied to health care, yet concerns about ...

Feb 2026 41701928
A dataset of harmonized global air quality monitoring metadata.

This study addresses the gap in air quality monitoring metadata reporting by building a classifier f...

Feb 2026 41702919
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