Hospital-Based Medicine

Surveillance

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

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Integrating explainable AI and One Health: a new frontier in combating infectious diseases.

Infectious diseases (IDs) remain a major threat to global health and societal stability. Because mos...

Mar 2026 41825221
The Microbial Mechanisms of Cardiovascular Disease: Oral Dysbiosis as a Systemic Instigator.

Oral dysbiosis, particularly through periodontal disease, links strongly to cardiovascular risks by ...

(1)
Mar 2026 41817867
Mathematical modelling and analysis of human metapneumovirus transmission dynamics using neural network intelligence and optimal control.

Human metapneumovirus (hMPV) is a serious global health threat because it causes human respiratory d...

Mar 2026 41833204
Automation Software for Transesophageal Echocardiography in Cardiac Patients: A Scoping Review.

Automation software has improved accuracy, efficiency, and reproducibility in transthoracic echocard...

Mar 2026 42034533
Evaluating the ability of generative AI to standardize TNM staging data in lung cancer.

This study evaluates the ability of generative artificial intelligence (AI) models to standardize tu...

Mar 2026 42155548
Predictive proteomics: Binary classification of Streptococcus pneumoniae vaccine types via MALDI-TOF MS and supervised learning algorithms.

INTRODUCTION: Laboratory surveillance of Streptococcus pneumoniae serotypes is crucial for the effec...

Mar 2026 41825805
Informatics for Infection Prevention and Control.

Computer informatics is integral to infection control, a role that will grow as surveillance and rep...

Mar 2026 41820135
Metrics for Artificial Intelligence in Medicine: A Reference Resource.

The effective integration of artificial intelligence (AI) systems into clinical medicine depends on ...

Mar 2026 41811079
Machine learning-based 4-domain framework for evaluating COVID-19 policy responses: a counterfactual analysis of 27 European OECD countries.

OBJECTIVES: European countries implemented highly diverse mitigation policies during the COVID-19 pa...

Mar 2026 41819158
Artificial intelligence-based prognostic models in acute myeloid leukemia: systematic review and meta-analysis.

Machine learning and deep learning tools have been proposed to improve survival prediction in acute ...

(1)
Mar 2026 42007253
Diagnostic, predictive, and therapeutic approaches for impacted canines: a systematic review and meta-analysis.

OBJECTIVE: Maxillary canine impaction affects approximately 1-3% of the population and presents diag...

Mar 2026 41807950
Staphylococcus aureus resistance to non-β-lactam antibiotics: global genomic epidemiology and machine learning feasibility assessment.

Staphylococcus aureus is increasingly resistant to β-lactam antibiotics, making non-β-lactam cell-wa...

Mar 2026 41806067
Use of artificial intelligence for health science in low- and middle-income countries: NIH portfolio landscape, gaps and opportunities.

OBJECTIVES: To analyse the landscape of active US National Institutes of Health (NIH) artificial int...

Mar 2026 41807003
[The evolution of antimicrobial therapy for sepsis].

Sepsis is a life-threatening organ dysfunction caused by a dysregulated host immune response to infe...

Mar 2026 41796000
Machine learning-based prognostic analysis of patients with status epilepticus in the neurological intensive care unit.

OBJECTIVE: This study aimed to develop and validate machine learning (ML) models for predicting the ...

(1)
Mar 2026 41806777
Performance of 5 AI Models on United States Medical Licensing Examination Step 1 Questions: Comparative Observational Study.

BACKGROUND: Artificial intelligence (AI) models are increasingly being used in medical education. Al...

Mar 2026 41662695
Telepathology and Mobile Health System for Province-Wide Pathology Consultation in Henan, China: Retrospective Evaluation Study.

BACKGROUND: Telepathology has emerged as a transformative digital health solution to address the glo...

Mar 2026 41802223
Association Between Digital Biomarkers of Health and Anxiety: Systematic Review and Meta-Analysis.

BACKGROUND: Digital biomarkers are gaining interest as proxy markers for mental health, as they enab...

Mar 2026 41802227
Classification and Reporting of Breast Arterial Calcifications: Current State and Ongoing Challenges.

Cardiovascular disease (CVD) remains the leading cause of death among women globally, with significa...

Mar 2026 41795886
Machine learning in the analysis of mental health at work: a scoping review.

OBJECTIVES: This scoping review aims to assess the role of machine learning in workplace mental heal...

(1)
Mar 2026 41796015
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