Public Health & Policy

Work Force

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

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Telehealth in Pediatrics: A Quick Review.

Telehealth has become a cornerstone of modern pediatric care, offering continuity, access and efficiency across a wide range of clinical settings. Initially a supplementary model, its rapid expansion during the COVID-19 pandemic accelerated innovation in virtual care delivery. Post-pandemic, pediatric telehealth remains a vital tool for improving access to behavioral health, chronic disease manage...

Sep 5 2026 42698305

Latent profiles of workplace violence exposure and predictive modeling of sleep disorders among emergency department nurses: A nationwide cross-sectional study.

Workplace violence and sleep disorders are common among emergency department (ED) nurses, yet heterogeneity in violence exposure and its relationship with sleep disorders remains poorly understood. This nationwide cross-sectional study included 1540 Chinese ED nurses. Latent profile analysis identified violence exposure patterns, while LASSO, 7 machine learning algorithms, and SHAP were used for s...

Sep 4 2026 42700071
Technology fatigue, cognitive load, and clinician well-being in modern anesthesia practice.

PURPOSE OF REVIEW: Medical devices like physiologic monitors, anesthesia machines, and ventilators, are designed by biomedical engineers but used by c...

Sep 3 2026 42689377
Parametric delineation of the clinical target volume for glioma: Model-based approach that tailors to physician contouring practices.

BACKGROUND AND PURPOSE: Delineating the clinical target volume (CTV) is an essential part of a radiation oncologist's practice. However, this process ...

Sep 3 2026 42692084
Integrating ex vivo platforms with AI to guide glioblastoma treatment.

PURPOSE: Ex vivo platforms can rapidly and cost-effectively screen patient-derived tumor cells or tissue. Artificial intelligence (AI) algorithms can ...

Sep 3 2026 42693244
Implementation of an opioid use disorder (OUD) machine-learning phenotype in real-time for the ADAPT clinical trial.

We developed and deploy a real‑time, electronic health record‑integrated machine learning phenotype to identify emergency department patients with opi...

Sep 3 2026 42691440
Rapidly evolving aphid gall effector proteins exhibit saposin-like folds.

Many insects manipulate plants by injecting effector proteins. In one extreme example of this molecular "hijacking," Hormaphis cornu aphids inject bic...

Sep 2 2026 42685073
Transforming wound care: the role of AI in achieving clinical and financial outcomes.

Wound care has significant associated challenges in clinical practice, particularly for chronic wounds such as venous leg ulceration, pressure ulcerat...

Sep 2 2026 42685106
Automatic Kidney Image Segmentation During Robot-Assisted Partial Nephrectomy Using a Deep Learning Model Based on a Multiannotator Dataset: Model Development and Validation Study.

BACKGROUND: Augmented reality (AR) has emerged as a promising tool to enhance surgical precision during robot-assisted partial nephrectomy (RAPN), par...

Sep 2 2026 42685340
Will Artificial Intelligence Replace Me? Automation Susceptibility of Emergency Physician Tasks.

STUDY OBJECTIVE: To apply Autor's labor economics task framework to classify emergency physician tasks by automation susceptibility and map current ar...

Sep 2 2026 42687470
A smartphone-integrated colorimetric sensor array based on chiral carbon dot nanozymes for rapid biothiol discrimination.

The discrimination of structurally similar biothiols remains a critical challenge in clinical diagnostics, as conventional nanozyme-based sensor array...

Sep 1 2026 42677496
Annotation-efficient Semi-supervised and Active Learning for Breast Cancer Segmentation in DCE-MRI.

Accurate breast tumor segmentation in dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is vital for diagnosis and treatment planning. De...

Sep 1 2026 42678842
FVeinSyn: Synthetic Finger Vein Image Generator.

A major challenge in finger vein recognition is the lack of large-scale public datasets. Existing datasets contain few identities and limited samples ...

Sep 1 2026 42678849
A pharmacist-overseen, artificial intelligence-enabled model for provider-side prior authorization: From burden to opportunity (PAVE-1).

Prior authorization (PA) imposes substantial administrative burdens on clinicians, contributing to burnout, delayed care, and excess health care spend...

Sep 1 2026 42640128
Artificial Intelligence in Xenotransplantation: A Prioritized Roadmap for Early Clinical Translation, Opportunities and Challenges.

Xenotransplantation represents a potential solution to the persistent global organ shortage, yet its clinical application remains stalled by complex i...

Sep 1 2026 42644835
The impact of artificial intelligence-based clinical training on burnout among practitioners treating serious mental illness.

Burnout is a pervasive challenge in the mental health field, particularly among practitioners treating serious mental illness. Although skills-based t...

Aug 31 2026 42671808
Retrospective population-based cohorts for assessing the performance of algorithmic diabetes classification and for quantifying the true burden of type 1, type 2 and LADA phenotypes in Quebec: a study protocol.

INTRODUCTION: Diabetes affects 537 million people worldwide, with type 2 diabetes (T2D) estimated to account for most cases. Type 1 diabetes (T1D), la...

Aug 31 2026 42674789
Artificial intelligence for healthcare in Nepal: A scoping review of clinical applications, implementation evidence, and health-system governance.

BACKGROUND: Nepal offers a distinctive LMIC setting for evaluating AI-health adoption due to its difficult geography, specialist shortage, high case b...

Aug 27 2026 42668712
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