Public Health & Policy

Work Force

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

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Artificial Intelligence in Military Graduate Medical Education: Trainee Perceptions and Current Use.

ISSUE: Interest in artificial intelligence (AI) has surged recently, with healthcare being no exception. As free, widely accessible AI interfaces grow more user friendly, AI's impact on medical education is likely to be significant. Research into graduate medical education (GME) has explored AI utilization, with strengths noted in diagnostic specialties, but few studies included multiple programs ...

Mar 10 2026 41806383

Machine learning approaches to quantify nanoscale variations in the mechanical properties of soft nanoparticles.

We use machine learning to analyze atomic force microscopy-force spectroscopy (AFM-FS) measurements of the mechanical properties of soft nanoparticles on a hard substrate. We compare two approaches based on the manual selection of features that describe various aspects of the mechanical properties measured using AFM-FS - one that uses an extreme gradient boosting algorithm (supervised learning), a...

Mar 9 2026 41800932
Telepathology and Mobile Health System for Province-Wide Pathology Consultation in Henan, China: Retrospective Evaluation Study.

BACKGROUND: Telepathology has emerged as a transformative digital health solution to address the global shortage of pathologists and the unequal distr...

Mar 9 2026 41802223
Short-Term Perceptual Training Modulates Neural Responses to Deepfake Speech but Does Not Improve Behavioral Discrimination.

Rapid advancements in artificial intelligence (AI) have enabled text-to-speech (TTS) systems to produce voices increasingly indistinguishable from hum...

Mar 9 2026 41802861
Machine learning in the analysis of mental health at work: a scoping review.

OBJECTIVES: This scoping review aims to assess the role of machine learning in workplace mental health research by systematically analyzing existing s...

Mar 9 2026 41796015
The oral cavity of chronically homeless adults is home for unusual extremophile environmental bacteria.

Chronically homeless adults (CHA) face limited healthcare access, frequent substance use, contact with animals that significantly alter their oral mic...

Mar 7 2026 41952983
Graph data science in fungal biotechnology: Opportunities and applications.

Fungal biotechnology is crucial for generating high-value enzymes and fermentation products. Despite its industrial importance, major knowledge gaps i...

Mar 7 2026 41802500
Agile legged locomotion in reconfigurable modular robots.

Legged machines are becoming increasingly agile and adaptive, but they have so far lacked the morphological diversity of legged animals, which have be...

Mar 6 2026 41790937
Comparison of Emotional Content in Text Responses From Physicians and AI Chatbots to Patient Health Queries: Cross-Sectional Study.

BACKGROUND: Surveys show that many people are willing to use generative artificial intelligence (AI) for health questions. Prior research has largely ...

Mar 6 2026 41791109
Integrating contrastive cross-modal attention and stacked GRU for hand function rehabilitation robot control.

With the intensification of population aging and the increasing incidence of neurological diseases, the demand for precise and intelligent control tec...

Mar 6 2026 41790789
Artificial intelligence algorithm optimization and application in patient-based real-time quality control (PBRTQC).

Patient-based real-time quality control (PBRTQC) serves as a vital supplement to quality management in clinical laboratories. Its core principle is to...

Mar 5 2026 41794368
Serum Element-Driven Gut Microbial Disturbances and Their Predictive Implications for Gestational Dyslipidemia: A Prospective Birth Cohort Study.

Pregnancy-triggered shifts in maternal serum elements and gut microbiota may disrupt metabolic balance; yet, their interplay in lipid regulation remai...

Mar 5 2026 41787901
Evaluation of Otolaryngology Provider Bias in Portal Messaging.

BACKGROUND/OBJECTIVES: Patient messaging portals are widely used in clinical practice and are linked to improved patient outcomes, but they are also a...

Mar 4 2026 41785556
Public Perceptions of Artificial Intelligence in Medicine and Implications for Future Medical Education: A Cross-Sectional Survey.

BACKGROUND: The integration of artificial intelligence (AI) into clinical practice is contingent on public trust. This trust often depends on physicia...

Mar 4 2026 41782581
Artificial Intelligence-Enhanced Remediation: Improving Process and Accreditation Compliance.

INTRODUCTION: Physician assistant programs must provide effective remediation to support struggling students within the constraints of limited faculty...

Mar 4 2026 41776718
From science fiction to operating room: Representations of surgery and AI in film and their ethical implications.

This paper examines the intricate relationship between surgical practice, artificial intelligence (AI), and science fiction movies, focusing on how im...

Mar 4 2026 41776957
SASG-DA: Sparse-Aware Semantic-Guided Diffusion Augmentation For Myoelectric Gesture Recognition.

Surface electromyography (sEMG)-based gesture recognition plays a critical role in human-machine interaction (HMI), particularly for rehabilitation an...

Mar 4 2026 41779657
A Hybrid Physics-Driven Neural Network Force Field for Liquid Electrolytes.

Electrolyte design plays an important role in the development of lithium-ion batteries and sodium-ion batteries. Battery electrolytes feature a large ...

Mar 4 2026 41779937
Cultivating Clarity: Integrating Zen-Informed Principles Into Contemporary Radiology Practice.

Modern radiology requires sustained attention, rapid decision-making, and emotional resilience amid increasing imaging volumes, diagnostic complexity,...

Mar 3 2026 41781264
TCR sequencing in cancer immunology and immunotherapy: what, when, where, why, and how.

T-cell receptors (TCRs) are generated through somatic recombination of variable (V), diversity (D), and joining (J) gene segments, resulting in an ext...

Mar 3 2026 41775434
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