Public Health & Policy

Work Force

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

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Challenges and opportunities of implementing open-source digital pathology in sub-Saharan Africa: Lessons learned from deploying QuPath for breast cancer biomarker assessment in Cameroon.

BACKGROUND: Digital pathology and artificial intelligence (AI) are transforming cancer diagnostics worldwide, yet their implementation in sub-Saharan Africa remains largely undocumented. The region faces a critical shortage of pathologists while bearing an increasing cancer burden, making AI-assisted diagnostics particularly relevant. However, practical deployment in resource-constrained environme...

Jun 9 2026 42433309

Global advances in health artificial intelligence: a workforce imperative.

The global health workforce is approaching a breaking point, driven by administrative overload, inefficient workflows, burnout, and accelerating retirements, with a projected global shortfall of 11 million health professionals by 2030. This urgency coincides with the rapid emergence of clinical artificial intelligence (AI) tools, especially generative systems now embedded in documentation, triage,...

Jun 9 2026 42263727
Decoding digital burnout in the maritime workforce: An explainable ai approach to digital ageing and deprivation.

BackgroundThe rapid digitalisation in the maritime sector has introduced new psychological risks; however, the non-linear pathways of digital burnout ...

Jun 8 2026 42261065
The impact of an ambient documentation tool on the care experience of clinical pharmacists embedded in ambulatory clinics: A mixed-methods evaluation.

PURPOSE: Ambient documentation tools (ADTs) are an emerging technology designed to help clinicians complete documentation more effectively with less t...

Jun 8 2026 42252749
Multilayered Human Activities Shape the Microbial Communities of Groundwater-Dependent Ecosystems on an Arid Oceanic Island.

Island coastal aquifers, though spatially limited, sustain key ecosystem functions linked to locally critical provisioning, maintenance and cultural e...

Jun 8 2026 42257736
Re-Centering Clinical Documentation in the Age of AI Scribes: Four Aims of the Patient Chart Note.

Clinical documentation is a foundational skill in medicine, developed during training and required in everyday practice. Historically, the chart note ...

Jun 8 2026 42258767
Review Topic: Don't Cancer Doctors Offer Good-Quality Care?

We offer the perspectives of two veterans on the last quarter century of quality improvement efforts in oncology care. We believe that our colleagues ...

Jun 8 2026 42258798
Unraveling hidden species diversity of talpid moles using phylogenomics and skull-based deep learning.

The sky islands of Southwest China are biodiversity hotspots, where geographic isolation has led to allopatric diversification and cryptic speciation....

Jun 8 2026 42260162
A proof-of-concept study of surgical-VLM for surgical support in robotic surgery: contextual benchmarking against ChatGPT-5.

BACKGROUND: Artificial intelligence (AI) has rapidly advanced in surgical applications. However, existing single-modality AI models relying solely on ...

Jun 7 2026 42251621
Artificial Intelligence in Burn and Wound Care: Image Analysis, Prediction, and Clinical Integration.

Burn injuries and chronic wounds impose a substantial and growing global health and economic burden, particularly in low- and middle-income countries ...

Jun 7 2026 42251750
AI-Assisted Medical Documentation in a Multilingual Swiss Health Care System: Proof-of-Concept Study.

BACKGROUND: Medical documentation imposes a significant administrative burden on physicians and reduces time for direct patient care. Artificial intel...

Jun 5 2026 42247573
Artificial intelligence system for anatomical landmark detection in rectovaginal fistula repair surgery: technical development and educational evaluation.

PURPOSE: Rectovaginal fistula from perineal body injury during delivery is rare, with limited case volumes preventing standardized protocols. We devel...

Jun 5 2026 42249221
Results of a new model of videotraining for patients and caregivers for peritoneal dialysis: food for (AI) thought?

BACKGROUND: In an attempt to overcome the space-time limitations of traditional training we used a new telemedicine home-training model (Videotraining...

Jun 4 2026 41955295
AI-Based Triage Decision Support: Multisite Economic Evaluation in the United States.

BACKGROUND: Emergency department (ED) visits have risen in the United States, with demand for emergency care exceeding supply. Resultant ED crowding h...

Jun 3 2026 42235010
Impact of artificial intelligence integrations on empathy in healthcare interactions between patients and practitioners: protocol for a systematic review and thematic synthesis of qualitative studies.

INTRODUCTION: Empathic healthcare improves patient satisfaction with care, anxiety and pain, while reducing practitioner burnout. Artificial intellige...

Jun 3 2026 42236093
Radiologist workforce challenges and the burden of image interpretation in Ghana: Perspectives of frontline doctors and implications for healthcare delivery.

Interpreting radiological images, a primary responsibility of radiologists, is crucial for accurate diagnosis and informed clinical decisions. However...

Jun 3 2026 42234708
Assessing the Accuracy and Reliability of ChatGPT-4 to Answer Clinical EHR Messages in Sports Medicine.

OBJECTIVES: Although advancements in electronic health records (EHRs) have improved clinical productivity, digital administrative responsibilities hav...

Jun 2 2026 42229553
Artificial intelligence in dermatology: A literature review of current evidence and clinical implementation.

Artificial intelligence is emerging as a transformative and rapidly developing technology, with growing implications for the healthcare sector, includ...

Jun 1 2026 42540394
Early risk prediction of vitamin deficiency disorders by an interpretable machine learning model with varying levels of data abstraction.

Nutritional deficiencies are a global health challenge that often remain undetected until clinical symptoms or biochemical abnormalities become pronou...

Jun 1 2026 42335565
Generative Artificial Intelligence Optimization of Albumin Binders: Coumarin and Fatty Acid Derivatives.

Previously, we reported a dual combination based on 4-hydroxycoumarin and dodecanedioic acid that could synergistically bind to human serum albumin (H...

Jun 1 2026 42226554
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