Public Health & Policy

Work Force

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

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Executive summary of the 2026 consensus document. Planning the future of Internal Medicine: A position statement of the International Forum of Internal Medicine (FIMI).

The International Forum of Internal Medicine (FIMI) presents a position paper that analyzes the current state and projects the future of Internal Medicine in a global context marked by population aging, multimorbidity, fragmentation of health systems, and rapid technological transformation. The document emerged from a collaborative process involving 52 scientific societies from 43 countries, with ...

May 5 2026 42097366

From Genomic Instability to Epigenetic Signatures: The Evolving Landscape of Circulating Cell-free DNA in Metabolic Dysfunction-Associated Steatotic Liver Disease.

Metabolic dysfunction-associated steatotic liver disease (MASLD) represents a leading global health burden, yet its diagnosis and staging rely heavily on invasive liver biopsies. Liquid biopsy, utilizing circulating cell-free DNA (cfDNA), offers a promising noninvasive alternative to capture hepatic genomic instability. This review consolidates current knowledge on cfDNA biomarkers in MASLD, movin...

May 2 2026 42068200
Predicting and structuring adolescent academic burnout: A multi-ecological framework via machine learning and network analysis.

Academic burnout is a prevalent concern with significant implications for adolescent development, whereas variable-centered approaches often provide l...

May 1 2026 42068710
Applicable Scenarios, Desired Features, and Risks of AI Psychotherapists in Depression Treatment From the Patient's Perspective: Exploratory Qualitative Study.

BACKGROUND: Depression is a pervasive global mental health issue, yet access to trained professionals remains severely limited. With the rapid advance...

May 1 2026 42066293
AI assessment of surgical technical skill adaptation across depth levels in simulated tumor resection: a case series study.

OBJECTIVE: Surgical procedures involving varying tissue depths present challenges to surgeons regarding accessibility and precision, restricting instr...

May 1 2026 42066367
Comparative Clinical Evaluation of "Memory-Efficient" Synthetic 3D Generative Adversarial Networks (GAN) Head-to-Head to State of Art: Results on Computed Tomography of the Chest.

Generative adversarial networks (GANs) are increasingly used to generate synthetic medical images, addressing the critical shortage of annotated data ...

May 1 2026 42067727
The impact of artificial intelligence scribes on physician and advanced practice provider cognitive load and well-being.

BACKGROUND AND SIGNIFICANCE: Physician and advanced practice provider (APP) well-being is a critical focus in healthcare. Emerging technology such as ...

May 1 2026 41691654
Comparing ambient scribes: a randomized crossover clinical trial addressing ambient scribe technologies' impact on physician burnout.

OBJECTIVE: This study aims to compare the effectiveness of 2 ambient AI scribe technologies in reducing physician burnout, improving workflow satisfac...

May 1 2026 41729180
Perspectives from healthcare providers and decision-makers on strategies toward a future hospital: qualitative insights from a group modelling process.

AIM: Planning for a hospital is a complex and dynamic process, traditionally not informed by evidence. A systems thinking approach can be useful in in...

Apr 30 2026 42063003
Co-research in the development of AI and digital health tools for cancer management and care: a systematic review.

BACKGROUND: Participatory approaches (including co-research, co-design, Patient and Public Involvement [PPI], and Participatory Action Research [PAR])...

Apr 30 2026 42057000
The Ethics of AI Scribes as Epistemic Agents.

Artificial intelligence (AI) scribes using ambient documentation technology that capture clinician-patient dialogue and auto-generate visit notes prom...

Apr 30 2026 42060927
Artificial Intelligence-Powered Simulation for Telehealth Communication Training: Bridging Traditional Simulation and Artificial Intelligence.

INTRODUCTION: Traditional simulation-based communication training remains resource-intensive and difficult to scale. While artificial intelligence (AI...

Apr 30 2026 42061299
Hypervariable loop profiling decodes sequence determinants of antibody stability.

Antibody folding and aggregation are major challenges in the development of relevant reagents and therapeutics. Antibodies face a biophysical trade-of...

Apr 30 2026 42062516
Rotenone impairs osteoclastogenesis by inhibiting cell migration: insights from machine learning.

PURPOSE: The migration and fusion of osteoclast precursors (OCPs) are critical steps in osteoclastogenesis and require substantial energy. Although ox...

Apr 29 2026 42051150
Distinct bile mycobiome signature identifies fungal peptide panel predictive for gallbladder carcinoma.

Carcinoma of the gallbladder (CAGB) carries a poor prognosis. While alterations in the bile microbiome and lipidome have been linked to CAGB developme...

Apr 28 2026 42170678
Equity in the distribution of general practitioners and specialists in Iran: a health needs-adjusted analysis using the Robin Hood index (2006-2019).

BACKGROUNDS: Physicians are among the most vital healthcare resources. The equitable distribution of human resources could help policymakers to reach ...

Apr 28 2026 42050683
Application of artificial intelligence in paediatric oncology imaging.

Paediatric oncology relies heavily on medical imaging for diagnosis, treatment planning, and longitudinal disease monitoring. Yet the field faces uniq...

Apr 28 2026 42047765
Maximizing efficiency of dataset compression for machine learning potentials with information theory.

Machine learning interatomic potentials (MLIPs) balance high accuracy and lower costs compared to density functional theory calculations, but their pe...

Apr 28 2026 42023731
Multimodal Depression Detection Through Conversational Interactions with an Emotion-Aware Social Robot: Pilot Study.

BACKGROUND: Depression affects more than 300 million people worldwide and is a leading contributor to the global disease burden. Traditional diagnosti...

Apr 27 2026 42044486
Generative AI and the Future of Musical Diversity.

I argue that the current proliferation of generative artificial intelligence (AI) represents a new stage in a longer historical process of distancing ...

Apr 27 2026 42044524
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