Hospital-Based Medicine

Surveillance

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

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Showing 442-462 of 7,589 articles
Factors influencing long-term outcomes in lung transplantation: effective monitoring and comprehensive intervention.

PURPOSE OF REVIEW: Achieving long-term survival after lung transplantation remains a major challenge...

Feb 2026 41640234
Evaluating guideline adherence in LLM studies using LLMs.

PURPOSE: To evaluate the capability of large language models (LLM), specifically GPT-4 and o1, in as...

Feb 2026 41642531
Prediction models for maltreatment risk: TRIPOD/PROBAST compliance, calibration, and fairness-A systematic review.

BACKGROUND: Prediction models for child maltreatment risk are increasingly used to support decisions...

Feb 2026 41643238
[Innovative imaging techniques for urothelial carcinoma].

BACKGROUND: Imaging guides the staging of urothelial carcinoma and thus plays a central role in trea...

Feb 2026 41636843
Global emission factor dataset for Scope 3 machine learning applications.

The accurate and transparent estimation of greenhouse gas emissions is essential for corporate susta...

Feb 2026 41639102
Machine learning-based COVID-19 prognostic models lag behind in reporting quality: findings from a TRIPOD/TRIPOD + AI systematic review.

BACKGROUND: Reporting of COVID-19 prognostic models frequently falls short of established standards....

Feb 2026 41630071
Fairness Correction in COVID-19 Predictive Models Using Demographic Optimization: Algorithm Development and Validation Study.

BACKGROUND: COVID-19 forecasting models have been used to inform decision-making around resource all...

Feb 2026 41632023
Predicting genetic evolution of viruses to identify suitable vaccines using artificial intelligence.

The evolution of the viruses is rapidly becoming a global challenge to the creation of vaccines sinc...

Feb 2026 41634057
Bias and Oversight in Clinical AI: A Review of Decision Support Tools and Equity Frameworks.

Artificial intelligence (AI) decision support tools (DSTs) are increasingly used across clinical set...

Feb 2026 41627658
Forecasting Local Surges in COVID-19 Hospitalizations through Adaptive Decision Tree Classifiers.

IntroductionDuring the COVID-19 pandemic, many communities across the United States experienced surg...

Feb 2026 41626707
Transforming clinical toxicology in Singapore: four decades of progress and beyond.

By examining key milestones, challenges and future directions, this review chronicles the evolution ...

Feb 2026 41626922
Simplifying Depression Diagnosis: Single-Channel EEG and Deep Learning Approaches.

Major depressive disorder (MDD) or depression is a chronic mental illness that significantly impacts...

Feb 2026 41628041
Assessing the Role of Artificial Intelligence in Caries Detection and Clinical Decision-Making: A Scoping Review.

BACKGROUND AND OBJECTIVE: Artificial Intelligence (AI) support is expected to increase accuracy and ...

Feb 2026 41628081
Data pipeline quality: development and validation of a quality assessment tool for data-driven algorithms and artificial intelligence in healthcare.

OBJECTIVES: To develop and validate a tool for standardised quality assessment of data-driven algori...

Feb 2026 41628952
ML-Assisted Olfactory Epidemiology Survey Urbanizing China: A Population-Based Study in Yancheng.

OBJECTIVES: Urbanization-related air pollution may be associated with olfactory dysfunction (OD) in ...

Feb 2026 41629258
Psychopathology profiles and longitudinal correlates of nonsuicidal self-injury in youth: a machine-learning approach.

Nonsuicidal self-injury (NSSI) in youth is clinically heterogeneous. We aimed to identify distinct p...

Feb 2026 41629275
Electronic health record use in physiotherapy: adoption, perceived relevance and utilisation patterns-a cross-sectional study.

OBJECTIVES: This study aims to assess electronic health record (EHR) use in physiotherapy, identify ...

Feb 2026 41628953
Evaluation of trajectory analysis for disease risk assessment: a scoping review.

OBJECTIVES: Increasingly, structured longitudinal electronic health records (EHRs) are being harness...

Feb 2026 41293989
Use of Automation Technologies and Data Mining in Speech Recognition for Autism.

INTRODUCTION: Early identification of autism spectrum disorder (ASD) is critical for improving long-...

Feb 2026 41603076
Implementation and current status of frailty assessment in Japanese hospitals: Processes, epidemiology, and future directions.

Frailty has become a pressing health concern in Japan as it has entered a super-aged society. Early ...

Jan 2026 41621919
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