Public Health & Policy

Work Force

Latest AI and machine learning research in work force for healthcare professionals.

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Detection of Microbehavior Intervals for Predicting Mental Health: Clinically Relevant and Advanced Multimodal Temporal Analysis.

BACKGROUND: Health care workers (HCWs) face sustained psychological demands that place them at heightened risk for burnout and posttraumatic stress disorder (PTSD). However, assessing psychological distress in this population remains challenging because of stigma, underreporting, and the limitations of self-report tools. Although nonverbal behaviors such as facial expressions and gaze hold diagnos...

May 27 2026 42202278

Genome-wide analysis of the invasive fungal pathogen Neopestalotiopsis reveals high genomic diversity, effector repertoires, and the assessment of fungicide resistance risks.

Neopestalotiopsis species (spp.) have recently emerged as major pathogens worldwide, causing leaf spot, fruit rot, and crown rot of strawberry, resulting in increased disease outbreaks and economic losses. Despite their increasing impact, there is a limited genomic resource for this pathogen group, constraining insights into pathogenic mechanisms and fungicide resistance. We conducted whole-genome...

May 27 2026 42201889
Multidomain correlates of burnout: A population-based study using supervised machine learning.

PURPOSE: Burnout is a growing challenge for individuals and society and understanding risk factors is crucial to develop targeted prevention strategie...

May 26 2026 42189184
Generative AI's Impact on the Mental Health of Medical Students: Scenario Analysis.

BACKGROUND: Generative artificial intelligence (AI) is quickly changing medical education, even as medical students still face high levels of stress, ...

May 26 2026 42190258
Phosphorylation tunes strain-specific protein condensation during rotavirus replication organelle assembly.

In many viruses, intrinsically disordered proteins (IDPs) drive the formation of replicative organelles via liquid-liquid phase separation (LLPS). In ...

May 26 2026 42192130
CODE-II: a large-scale dataset for artificial intelligence in ECG analysis.

Data-driven methods for electrocardiogram (ECG) interpretation are rapidly progressing. Large datasets have enabled advances in artificial intelligenc...

May 26 2026 42185490
Faculty's Digital Accessibility Assistant: Does Generative AI Write Accurate, Meaningful, and Useful Alternative Text for Course Images?

BACKGROUND: Alternative text (alt text) for images is critical for digital accessibility, but faculty often lack time or training to create it. Genera...

May 25 2026 42179302
Overcoming LPS-mediated resistance in gram-negative pathogens: a review of LL-37 analogs and computational design strategies.

The increasing incidence of antimicrobial resistance (AMR) in Gram-negative bacteria has become a significant global health issue, driven primarily by...

May 25 2026 42183878
Ethics and Fairness Considerations in AI-Based Deception Detection Technologies for Mental Health Applications: Focus Group Study.

BACKGROUND: Artificial intelligence (AI) technologies are increasingly being integrated into mental health settings to support tasks such as clinical ...

May 25 2026 42184337
Exploring multi-feedstock biodiesel-hydrogen synergies for enhanced diesel engine performance using hybrid AI techniques.

In recent years of crude oil shortage and price rise, biodiesel has emerged as a new-age sustainable fuel, owing to its positives mainly providing low...

May 25 2026 42185437
From interface to outcome: a 4I framework for AI-linked functionality in electronic health records.

BACKGROUND: Electronic health records (EHRs) are central to clinical documentation and care coordination, yet long-standing studies report persistent ...

May 22 2026 42174575
Metagenomic polymorphic toxin effector and immunity profiling predicts microbiome development and disease-related dysbiosis.

Bacteria use antagonistic interbacterial weapons, such as polymorphic toxin secretion systems (TSS), to compete for niches in the human gut microbiome...

May 22 2026 42171373
Beyond the digital health tsunami: reaffirming biomedical and health informatics as the scientific foundation of digital healthcare transformation.

Digital health (DH) has emerged as the dominant terminology for technology-enabled healthcare, reshaping institutional discourse, educational programm...

May 22 2026 42173551
Harnessing Clinical Data Streams for Nursing Workload Prediction Using Artificial Intelligence.

The increasing workload in inpatient care and the ongoing shortage of skilled workers require new approaches to demand-oriented personnel planning. A ...

May 21 2026 42174843
Artificial intelligence and clinical informatics in UK ophthalmology training: a national cross-sectional survey.

BACKGROUND: Artificial intelligence (AI) and clinical informatics (CI) are strategic priorities for UK ophthalmology, with the Royal College of Ophtha...

May 21 2026 42163311
Evaluating Postpartum Hemorrhage Transfusion Risk with a Machine Learning Model for Informed Consent: Retrospective Cohort Study.

BACKGROUND: Postpartum hemorrhage requiring a blood transfusion is a concern for patients and clinicians. Postpartum hemorrhage risk and mode of deliv...

May 21 2026 42166718
A Practical Approach to Assessing the Completeness of Electronic Health Records for Medical Research: Data Quality Study.

BACKGROUND: Data quality is the degree to which data are fit for their intended purpose and is described using quality dimensions. The increased use o...

May 21 2026 42166766
Integrating temporal morphophysiological and genomic markers for precise classification of flowering time in cannabis.

Indigenous Cannabis sativa populations exhibit remarkable diversity in their flowering-time responses to photoperiod cues, reflecting adaptation to va...

May 21 2026 42168298
Deep-learning deconvolution and segmentation of fluorescent membranes for high-precision bacterial cell-size profiling.

Evolutionary studies in bacteria have emphasized genetic and metabolic diversity, while cell-size variation has received less attention. Here we intro...

May 21 2026 42168581
The evolving physician-AI relationship: a five-tier framework for integrating intelligent systems into clinical practice and medical education.

Artificial intelligence (AI) is increasingly entering oncology, with systems demonstrating physician-comparable performance in selected tasks such as ...

May 20 2026 42211017
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