Hospital-Based Medicine

Surveillance

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

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Showing 589-609 of 7,957 articles
Machine learning for predicting liver metastasis in colorectal cancer.

AIM: To evaluate the performance of machine learning models in predicting liver metastasis in colore...

Jun 2026 42268467
Pre-implementation safety evaluation of an AI decision-support system for surgical antimicrobial prophylaxis.

BACKGROUND: Large language models (LLMs) show potential to support antimicrobial prescribing but req...

(4)
Jun 2026 42268651
Machine Learning for Intraoperative Bleeding Prediction in Patients Undergoing Surgery: Scoping Review.

BACKGROUND: Intraoperative bleeding is a critical event that impacts surgical safety and patient out...

Jun 2026 42269098
Evaluating a Multitask AI Model versus Humans for Portion Size Estimation.

BACKGROUND: Accurate dietary assessment is essential for precision nutrition and nutrition surveilla...

Jun 2026 42269935
Prospective validation of an AI algorithm to identify adult-onset type 1 diabetes misclassification: protocol for a non-interventional multicentre study.

INTRODUCTION: Adult-onset type 1 diabetes (T1D) is often misclassified as type 2 diabetes (T2D), res...

(1)
Jun 2026 42270100
AI-assisted extraction of opportunistic findings from oncologic CT reports using large language models.

Opportunistic findings at imaging (iOFs), such as osteoporosis, liver steatosis, or coronary artery ...

(3)
Jun 2026 42270758
Benchmarking deep learning architectures for MALDI-TOF mass spectrometry in infectious disease diagnostics and vector-borne disease surveillance.

Emerging global health threats, from antimicrobial resistance to vector-borne diseases, require scal...

(3)
Jun 2026 42271140
Identifying communities at elevated risk of hepatitis C infection in Los Angeles County: an ecological study using machine learning.

BACKGROUND: Identifying communities disproportionately affected by hepatitis C infection is essentia...

(1)
Jun 2026 42265658
AquaAI: development and internal validation of a Danish transformer-based model to identify drowning and aquatic incidents in prehospital medical records.

BACKGROUND: Effective prevention of drowning and aquatic incidents requires timely and accurate surv...

Jun 2026 42265769
Advancing One Health genomics in Africa: opportunities and challenges for outbreak and antimicrobial resistance control.

SUMMARYAfrica's ongoing struggles with emerging epidemics and antimicrobial resistance (AMR) undersc...

Jun 2026 42262139
Review Topic: Don't Cancer Doctors Offer Good-Quality Care?

We offer the perspectives of two veterans on the last quarter century of quality improvement efforts...

(1)
Jun 2026 42258798
Reinforcement learning for policymaking in epidemic control: A scoping review.

BACKGROUND: Managing an epidemic demands policies that respond at the pace of the outbreak. Conventi...

Jun 2026 42258511
Microplastics across marine food webs: bioaccumulation, exposome interactions, and emerging oncogenic risks.

Microplastic pollution is a major environmental problem affecting ecosystems, wildlife and people wo...

Jun 2026 42249102
Grading and Reporting of Graft-versus-Host Disease in the Modern Era.

Graft-versus-host disease (GVHD) continues to be a major cause of morbidity after allogeneic stem ce...

Jun 2026 42508938
An Open-Source Systematic Reviews Integrated System (OSSYRIS) - Streamlining Processes and Standardising Data Structures.

INTRODUCTION: Carrying out a systematic review (SR) of the literature entails a high workload and en...

Jun 2026 42273513
Chaotic and Stochastic Components in an Influenza Surveillance Series: Nonlinear Dynamics and Predictive Modeling Study.

BACKGROUND: Chaotic dynamics has been the subject of both theoretical and empirical research in epid...

(1)
Jun 2026 42247685
The High-resolution Urban Meteorology for Impacts Dataset for Atlanta Metropolitan Region (HUMID-Atlanta).

As urban areas host a large portion of the world's population, high-resolution gridded meteorologica...

Jun 2026 42248935
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