Public Health & Policy

Health Policy

Latest AI and machine learning research in health policy for healthcare professionals.

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Electronic health records: managerial insights from an umbrella review.

BACKGROUND: Healthcare systems are increasingly implementing tools that aid the decision-making process of professionals. There is a clear need to develop evidence-based managerial guidelines for implementing electronic health records. This umbrella review aims to identify a parsimonious yet comprehensive set of factors that enhance the efficiency and effectiveness of electronic health records in ...

Jul 4 2026 42401892

Artificial intelligence-based prediction of transthoracic echocardiographic image quality in ICD/CRT-D candidates: A proof-of-concept study.

BACKGROUND: High-quality echocardiography is essential for accurate and reproducible assessment of cardiac functional indices, which are highly dependent on adequate image quality and proper probe alignment. An artificial intelligence (AI)-based approach may enable automated image quality assessment. AIMS: Our aim was to develop and internally validate an AI-based algorithm to predict image qualit...

Jul 3 2026 42397345
Advancements in wearable technology for heart failure patients.

PURPOSE OF REVIEW: While pharmacologic and device therapies have improved heart failure care in recent decades, age-adjusted rehospitalization rates r...

Jul 2 2026 42388093
MDCU MedUMORE: a national digital platform for equitable and lifelong medical education in Thailand and beyond.

PROBLEM: Inequities in educational infrastructure, faculty availability, and access to continuing professional development contribute to variability i...

Jul 2 2026 42391026
A review of bloodstream infections-pathogens, pathogenesis, diagnostic strategies, treatment methods-challenges and future aspects.

PURPOSE: Bloodstream infections (BSIs) remain a major cause of morbidity and mortality worldwide and continue to represent a substantial challenge to ...

Jul 2 2026 42387129
Prioritising parameters to minimise blood transfusions for postpartum haemorrhage: A machine learning study using national population data.

BACKGROUND: Postpartum haemorrhage (PPH) accounts for approximately 27% of maternal deaths worldwide and often requires blood transfusion, along with ...

Jul 1 2026 42383437
Closing the Feedback Loop: The Feed Protocol for AI-Driven Curricular Reform in Surgical Residency.

OBJECTIVE: The American Board of Surgery In-Training Examination (ABSITE) assesses surgical resident knowledge, but manual analysis of program-wide da...

Jul 1 2026 42385587
Digital divide in clinical and operational artificial intelligence adoption and implementation stages: US hospital diffusion patterns and AI deserts.

OBJECTIVES: We examine how hospital characteristics relate to clinical and operational artificial intelligence (AI) adoption and implementation stages...

Jul 1 2026 42386166
Artificial intelligence for child health: current capabilities and the next frontier.

Artificial intelligence (AI) is reshaping paediatric healthcare, offering new capabilities across diagnosis, monitoring and treatment personalisation....

Jul 1 2026 42386397
User profiles of young breast cancer survivors on Chinese social media: machine learning-based text mining analysis study.

PURPOSE: Social media is vital for improving healthcare access, especially among disadvantaged groups. During the COVID-19 pandemic, young breast canc...

Jul 1 2026 42387063
EMI Cancellation for Shielding-Free Ultra-Low-Field MRI.

OBJECTIVE: Ultra-Low-Field Magnetic Resonance Imaging (ULF MRI) offers low cost and portability but suffers from electromagnetic interference (EMI) in...

Jul 1 2026 41284462
Toward Intelligent and Deployable Seafood Quality Evaluation: A Review of Deep Learning-Assisted Computer Vision.

Seafood provides high-quality protein and essential nutrients but is highly susceptible to rapid postharvest deterioration. Conventional quality evalu...

Jul 1 2026 42378011
Improving Emergency Care for Children With Medical Complexity: A Pragmatic Review.

Children with medical complexity (CMC) are defined by the presence of significant chronic health problems that affect multiple organ systems, often re...

Jun 30 2026 42391017
Artificial intelligence for environmental sustainability across sectors: a scoping review and evidence map for nursing and health policy.

BACKGROUND: Health systems are expected to reduce environmental impacts while preserving safe, continuous and equitable care. Artificial intelligence ...

Jun 30 2026 42381036
Understanding University Students' Experiences of Engaging With AI and Apps for Their Mental Health and Well-Being: Qualitative Study.

BACKGROUND: Fully automated digital technologies, such as artificial intelligence (AI) and apps, provide a particularly promising way to promote and s...

Jun 30 2026 42378178
Quality Evaluation of Large Language Model-Assisted Generation of Initial Senior Physician Ward Round Records for Patients With Acute Poisoning: Cross-Sectional Study.

BACKGROUND: Large language models (LLMs) have shown potential in medical text generation. Senior physician ward round records are critical documents w...

Jun 30 2026 42378515
Artificial intelligence in diagnostic software: validation, safety, and lifecycle challenges in Europe.

Artificial intelligence, particularly machine learning and deep learning, is a rapidly evolving field that is increasingly permeating all areas of mod...

Jun 30 2026 42379462
F-BEGAN: BEGAN-enabled federated learning for imbalance data security and privacy-preserving of IoMT-based Healthcare 5.0.

The advancement of cutting-edge technologies such as the Internet of Things (IoT) and Deep Learning (DL) has transformed the Internet of Medical Thing...

Jun 30 2026 42380225
European Cancer Prevention Organization on cancer screening: an expert panel position paper.

BACKGROUND: Cancer screening is a cornerstone of cancer control in Europe yet marked disparities persist in access, implementation, and quality assura...

Jun 30 2026 42366611
Decoding Algorithmic Inequity: Reversing the Generative AI Racial Divide in Healthcare.

Artificial intelligence is rapidly transforming healthcare delivery. Over the past decade, studies have increasingly demonstrated that healthcare AI s...

Jun 30 2026 42373387
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