Hospital-Based Medicine

Surveillance

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

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Showing 547-567 of 7,957 articles
Comparing clinical decision-making between colposcopists and large language models in cervical dysplasia management: a pilot prospective multicenter study.

PURPOSE: This prospective multicenter study aimed to compare the decision-making abilities of board-...

(1)
Jun 2026 42313159
AI-Driven Decision Thresholds in Cariology: A Systematic Review of Lesion Stage Detection on Bitewing Radiographs.

INTRODUCTION: This systematic review evaluates the stage-specific diagnostic accuracy of artificial ...

Jun 2026 42313715
Digital Twin Applications in Diabetes Management: Scoping Review.

BACKGROUND: Digital twin (DT) systems have emerged as a promising approach in health care, enabling ...

Jun 2026 42313825
A selective deep learning framework for pressure injury staging with calibrated confidence and automated clinical documentation.

OBJECTIVES: Pressure injuries are common chronic wounds that require accurate staging to guide manag...

Jun 2026 42314450
Deep learning identifies water bodies from low-cost drone images for mosquito larval habitat mapping.

Mosquito larval source management remains a critical strategy for malaria control, but traditional m...

Jun 2026 42315628
Large language models for systematic reviews were reported to perform well but rarely with verifiable safeguards: a cross-sectional study.

OBJECTIVES: The application of large language models (LLMs) to systematic review tasks is rapidly ex...

Jun 2026 42309363
Applying machine learning to pharmacovigilance data: A proof-of-concept study.

AIM: Machine learning (ML) applications in pharmacovigilance remain limited and underexplored. Using...

(3)
Jun 2026 42310861
Post-Pandemic Forecasting of Pediatric Acute Respiratory Infections with Deep Learning: A Multi-Pathogen, Multi-Time-Horizon Study.

BACKGROUND: Acute respiratory infections (ARIs) remain a major cause of morbidity and hospitalizatio...

(1)
Jun 2026 42309480
AI-Assisted Prostate Cancer Diagnosis Using Biparametric MRI and PI-RADS v2.1: Performance Comparison Between Novice-Level and Experienced Readers.

BACKGROUND: Despite promising results of artificial intelligence (AI) in prostate cancer (PCa) detec...

Jun 2026 42309979
The role of artificial intelligence in predicting COPD exacerbations using multimodal data: a systematic review.

BACKGROUND: COPD remains a leading cause of global morbidity and mortality, with acute exacerbations...

(3)
Jun 2026 42311877
EpiGIS pro: an AI-powered geospatial intelligence platform for integrated disease surveillance and predictive analytics.

BACKGROUND: Global infectious disease surveillance requires timely integration of heterogeneous data...

Jun 2026 42304469
The use and methodological reporting of large language models in qualitative research: a scoping review.

BACKGROUND: Large language models (LLMs) are being integrated into qualitative research processes, y...

Jun 2026 42298426
The AI implementation gap in trauma radiography: standalone versus discretionary AI-integrated fracture detection.

OBJECTIVE: In emergency trauma care, artificial intelligence (AI) may aid fracture detection on radi...

Jun 2026 42301372
Application of Language Models for the Analysis of Adverse Drug Events in Pharmaceutical Research and Development: Scoping Review.

BACKGROUND: Adverse drug events (ADEs) remain a critical safety issue in pharmaceutical research and...

Jun 2026 42302306
Local infection signs at the catheter-insertion site: a large prospective multicentric cohort study.

OBJECTIVES: To describe the epidemiology of local signs at intravascular catheter insertion sites ac...

Jun 2026 42302996
Navigating Diabetes Management in the Digital Era: Scoping Review of Online Health Information-Seeking Behavior.

BACKGROUND: Online health information seeking (OHIS) has become a central component of chronic disea...

Jun 2026 42303245
Experts' Opinions on the Sustainable Use of Digital Health Tools for Effective Future Pandemic Preparedness and Response: Questionnaire Study.

BACKGROUND: The COVID-19 pandemic demonstrated the potential role of digital health tools in enhanci...

(1)
Jun 2026 42303248
Predictive variables for early detection of sepsis in adults admitted to intensive care units: protocol for a systematic review.

INTRODUCTION: Sepsis is a life-threatening condition in intensive care units (ICUs), where any delay...

Jun 2026 42303390
Large language models integrated into brain-computer interfaces for communication and control: a systematic review.

Large language models (LLMs) are starting to be coupled with brain-computer interfaces (BCIs) for as...

Jun 2026 42202831
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