Public Health & Policy

Work Force

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

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Advancing plant DNA barcoding: integrating chloroplast genome sequencing, cryptic diversity discovery and machine learning.

Accurate plant species identification underpins taxonomy, conservation, ecological monitoring, and the authentication of medicinal and food resources. While classical morphology-based approaches often struggle with cryptic or closely related taxa, DNA barcoding has emerged as a standardized molecular framework for species identification. In plants, core plastid markers such as rbcL and matK, toget...

Mar 27 2026 41894059

Approaching Diversity in Anatomical Education through Metaverse.

BACKGROUND: Human anatomy is a foundational and indispensable subject within health sciences education, particularly for students pursuing careers in medicine and nursing. The metaverse, a technological concept leveraging immersive technology, connectivity, and custom 3D experiences, offers an opportunity to address the challenges of diversifying anatomical education. METHODS: In this paper, we pr...

Mar 26 2026 41903577
Developing AI-Powered Virtual Patient Chatbots for Diagnostic Reasoning Training.

PROBLEM: Diagnostic reasoning, the cognitive process of interpreting clinical information to arrive at a diagnosis, is a critical competency in medica...

Mar 26 2026 41885381
VLDUS: Vision-language distillated unseen synthesizer for zero-shot object detection.

Generative methods have shown promising performance on zero-shot object detection (ZSD) by synthesizing visual features of unseen classes from semanti...

Mar 25 2026 41932121
Technology Matters: Ambient voice technology in mental health and neurodevelopmental settings - considerations for responsible implementation and evidence gaps.

Documentation comprises a large proportion of Child and Adolescent Mental Health Service (CAMHS) clinicians/practitioners' work burden and is often co...

Mar 25 2026 41882804
Building RNA Coarse-Grained Force Fields: Design Principles and Training Strategies.

The development of accurate and efficient computational models is essential for understanding RNA structures and biological pathways; however, the app...

Mar 24 2026 41877485
A Bilingual Arabic-English Ambient AI Scribe for Clinical Documentation: Prospective Evaluation Study.

BACKGROUND: Medical ambient artificial intelligence (AI) scribes reduce documentation burden, but the current evidence is almost entirely from English...

Mar 24 2026 41875245
Validity evidence for the communication learning assessment: Prior coursework as a known group.

BACKGROUND: Effective physician-patient communication is a core component of high-quality medical care, yet it remains challenging to teach and assess...

Mar 23 2026 41894974
Mapping the subgingival HerBiome and HisBiome over the human healthspan.

BACKGROUND: Understanding the intricate relationship between sex, age, and the oral microbiome is crucial for deciphering the onset and progression of...

Mar 23 2026 41867064
Communication, compassion, and shared decision-making in allergy.

Shared decision-making (SDM) is a structured approach to clinical care that integrates the best available evidence, clinician expertise, and patient v...

Mar 22 2026 41876064
Clinical Informatics and Artificial Intelligence: What the Working Emergency Physician Needs to Know.

BACKGROUND: Clinical Informatics is wide-ranging field that engages with nearly every aspect of clinical care that is documented in the electronic hea...

Mar 20 2026 42066526
A decoction-inspired genetic algorithm and PPO reinforcement learning for intelligent molecular discovery: Anti-colorectal cancer candidates from the tiao-pi AnChang formula.

BACKGROUND: Colorectal cancer (CRC) remains among the leading causes of cancer-related mortality worldwide. The TiaoPi AnChang Decoction (TPACD), a tr...

Mar 20 2026 41864092
Global climatology of submesoscale restratification using machine learning.

Submesoscale eddies are important in setting the stratification in the ocean surface mixed layer and transporting energy between large and small scale...

Mar 20 2026 41862575
Models and input parameters for the estimation of heat-related excess mortality: a scoping review.

OBJECTIVE: This scoping review aims to identify existing methodological approaches and input parameters to estimate heat-related excess mortality base...

Mar 20 2026 41858276
Risks of Microplastics Shaping Viral Communities and Functions in Real Marine Environments.

Microplastic (MP) pollution has become a global issue, especially in the oceans. However, the extent of changes in the ecological states of viruses th...

Mar 19 2026 41854100
Spin State Manipulation: A Key to High-Efficiency Electrocatalytic Oxygen Evolution Reaction.

The oxygen evolution reaction (OER) is a critical half-reaction in electrochemical energy conversion, yet its sluggish kinetics poses a major barrier ...

Mar 19 2026 41854442
Technostress in the Era of Generative Artificial Intelligence: Mental Health Implications in Medical Education.

OBJECTIVE: Generative artificial intelligence (GenAI) has rapidly expanded across education. While its educational benefits are widely recognized, con...

Mar 19 2026 41846502
Fast-swimming biohybrid OstraBot with self-trained high-strength muscles.

Limited muscle force generation remains a major bottleneck in developing stronger, faster, and more efficient biohybrid robots. We present a fully aut...

Mar 18 2026 41851106
Telehealth Approaches for Pediatric Otitis Media and Clinical Outcomes: Scoping Review.

BACKGROUND: Otitis media (OM) is a common pediatric infection worldwide. Conventionally, accurate diagnosis depends on in-person pneumatic otoscopy, w...

Mar 18 2026 41850731
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