Hospital-Based Medicine

Surveillance

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

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Showing 379-399 of 7,957 articles
Risk-Tiered Governance for Hospital Artificial Intelligence: A Framework Synthesis and Implementation Pathway.

OBJECTIVES: Hospital artificial intelligence (AI) is increasingly embedded in electronic health reco...

(5)
Jul 2026 42492567
Reporting and Data Systems (RADS) in Radiology: The Chinese Experience.

The Reporting and Data Systems (RADS) framework has become a key driver of structured reporting and ...

(2)
Jul 2026 42492870
Evaluation Frameworks for Clinical AI Incorporating Validation Strategies, Real-World Applicability, and Ethical Principles: Scoping Review.

BACKGROUND: AI shows substantial potential in health care; however, the absence of standardized eval...

(3)
Jul 2026 42488979
Hypertension-associated DNA methylation signatures and multi-generational epigenetic clocks in Korean adults.

Hypertension is a hallmark of vascular aging; however, the epigenetic link between biological aging ...

(2)
Jul 2026 42481862
Everything All at Once: On Choosing an Estimand for Multi-component Environmental Exposures.

Many research questions-particularly those in environmental health-do not involve binary exposures. ...

Jul 2026 42484456
Evolution of swine influenza surveillance and one health governance in Taiwan: from zoonotic risk management to integrated preparedness.

Influenza A viruses (IAVs) remain a persistent global threat because of rapid antigenic change, freq...

(2)
Jul 2026 42484785
Machine learning approaches for prediction of epilepsy risk across clinical pathways: a systematic review.

Machine learning (ML) and deep learning (DL) models are increasingly being explored for individu...

Jul 2026 42486148
Exploring prediction of tick and tick-borne encephalitis cases in Sweden using citizen science data.

Tick-borne encephalitis (TBE) remains a severe public health threat in affected areas with shifting ...

Jul 2026 42495530
From behavioral to structural correlates: a multi-phase analysis of global reported mpox.

BACKGROUND: Mpox epidemiology has expanded from endemic zoonotic spillover to sustained human-to-hum...

(1)
Jul 2026 42482041
Multiturn Large Language Model-Based Conversational Agents for Patients With Cancer and Caregivers: Scoping Review.

BACKGROUND: Large language model (LLM)-based conversational agents are increasingly used in health c...

(1)
Jul 2026 42479903
Artificial Intelligence Versus Conventional Methods for NCCN Risk Stratification in Localized Prostate Cancer (2020-2025): A Systematic Review.

BACKGROUND AND OBJECTIVE: Accurate risk stratification in localized prostate cancer is essential for...

(2)
Jul 2026 42483695
Natural language processing tool for extracting information about opioid overdoses in the USA from case narratives in the violent death reporting system.

BACKGROUND: Improving the infrastructure for drug overdose surveillance is critical for identifying ...

(3)
Jul 2026 39762007
Comparison of large language models in the management of pediatric ureteropelvic junction obstruction: a comparative analysis of 125 clinical scenarios.

PURPOSE: To evaluate and compare the clinical accuracy, reliability, comprehensiveness and readabili...

Jul 2026 42474535
MicroWorldOmics: All-in-one Desktop Solution for Microbiome Profiling, Virome Analysis, and Unexplored "Dark Matter" Discovery.

The large amount of high-throughput sequencing data generated in ecology, medicine, and pharmacology...

Jul 2026 42475510
Video-Algorithmic Patient Monitoring in Mental Health Inpatient Settings: Qualitative Study of Patient or Consumer, Clinician, and Vendor Perspectives.

BACKGROUND: Video-algorithmic patient monitoring (VAPM) combines remote, noncontact sensors and algo...

Jul 2026 42475737
A novel fever prevalence indicator for early warning of acute respiratory infections using wastewater-based epidemiology and machine learning.

The rapid spread of acute respiratory infections (ARIs) poses a major challenge to global public hea...

(2)
Jul 2026 42476399
Interpretable multimodal deep learning for time-resolved survival prediction after hepatocellular carcinoma resection.

Hepatocellular carcinoma (HCC) exhibits substantial interpatient heterogeneity, leading to markedly ...

Jul 2026 42477420
Artificial intelligence for pediatric rare disease diagnosis: a multimethod study integrating published evidence and clinician interviews.

BACKGROUND: Pediatric rare diseases are highly heterogeneous and are frequently associated with miss...

(1)
Jul 2026 42477666
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