Hospital-Based Medicine

Surveillance

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

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Systematic review and meta-analysis of machine learning models predicting massive hemorrhage protocol in trauma.

Timely activation of massive hemorrhage protocols (MHP) is critical to prevent exsanguination and im...

May 2026 42162022
The One Health resistome: Integrating environmental, microbial, and human antimicrobial resistance surveillance and risk analysis in the digital age.

Antimicrobial resistance (AMR) and antibiotic resistance (ABR) represent one of the most pressing gl...

May 2026 42208292
Assessing the clinical deployability of AI tools for caries detection: A structured narrative synthesis and proposed framework.

OBJECTIVE: To synthesise how studies evaluating AI-based caries detection on bitewing radiographs re...

May 2026 42162784
Augmenting prion surveillance by immunohistochemistry using artificial intelligence-based image analysis.

Chronic wasting disease (CWD) and scrapie are transmissible spongiform encephalopathy diseases cause...

May 2026 42153288
A real-time early warning system to anticipate respiratory disease outbreaks using transfer learning.

Respiratory disease outbreaks burden American healthcare systems with over one million hospitalizati...

May 2026 42156378
From data to decision: a clinical pipeline for wearable AI in early cardiotoxicity detection.

Chemotherapy-induced cardiotoxicity (CIC) is a leading cause of morbidity in cancer survivors, as co...

(2)
May 2026 42152136
Global whole-genome, phylodynamic, and machine-learning analysis of Glaesserella parasuis serovars 2, 5, and 12.

Glaesserella parasuis is a respiratory pathogen of swine and the causative agent of Glässer's diseas...

May 2026 42149609
Consensus statement on the application of artificial intelligence in osteoporosis screening and management: perspectives from the Asia-Pacific region.

UNLABELLED: Osteoporosis is a major and growing health concern in the Asia-Pacific region, y et it r...

(3)
May 2026 42142131
Accelerated biological aging in bipolar disorder as determined by artificial intelligence-based electrocardiographic assessment.

BACKGROUND: Individuals with bipolar disorder (BD) are at increased risk for major adverse cardiovas...

May 2026 42142749
The role of whole genome sequencing in antimicrobial susceptibility prediction of bacteria: 2025 update from the EUCAST Subcommittee.

SCOPE: The 2017 European Committee on Antimicrobial Susceptibility Testing (EUCAST) subcommittee rep...

(1)
May 2026 42142806
Unveiling the gap in heart failure: a Brazilian Unified Health System study.

BACKGROUND: Heart failure (HF) decompensation is the leading cause of hospitalisations in developed ...

(2)
May 2026 42138265
Evaluating Crowdsourced Data Collection for Carceral Death Surveillance: Pilot Study Using Amazon Mechanical Turk.

BACKGROUND: People who are incarcerated face significantly higher health risks than the general popu...

May 2026 42140619
Using large language models for automated assessment of reporting quality and completeness of prediction model studies.

BACKGROUND AND OBJECTIVES: Transparent and complete reporting in scientific papers is important for ...

May 2026 42134730
Global Trends and Research Hotspots in Soccer Injury Literature: A Bibliometric Analysis (1904-2025).

IMPORTANCE: Soccer is associated with a substantial global injury burden, particularly involving low...

May 2026 42140438
Evaluating the Methodological Quality of Artificial Intelligence-Assisted Systematic Reviews: Protocol for a Mixed Methods Meta-Research Study.

BACKGROUND: Artificial intelligence (AI), including large language models (LLMs), is increasingly in...

May 2026 42133859
CT-based interpretable delta-radiomics model for risk stratification of pulmonary ground-glass nodules: a multicentre study.

OBJECTIVES: To develop and externally validate an interpretable fusion model combining multi-time-po...

May 2026 42128988
Optimising supervised machine learning algorithms predicting cigarette cravings and lapses for a smoking cessation just-in-time adaptive intervention (JITAI).

This study aimed to optimise the balance between participant burden and algorithm performance for pr...

(1)
May 2026 42133672
EXPRESS: Artificial Intelligence in Diabetes Care: Toward Precision Diagnosis and Personalized Management.

AimsDiabetes mellitus is a global health challenge requiring innovative solutions for early diagnosi...

May 2026 42129608
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