Public Health & Policy

Health Policy

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

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Building health systems capable of leveraging AI: applying Paul Farmer's 5S framework for equitable global health.

The development of artificial intelligence (AI) applications in healthcare is often positioned as a solution to the greatest challenges facing global health. Advocates propose that AI can bridge gaps in care delivery and access, improving healthcare quality and reducing inequity, including in resource-constrained settings. A broad base of critical scholarship has highlighted important issues with ...

May 2 2025 40312417

GastroEndoNet: Comprehensive endoscopy image dataset for GERD and polyp detection.

The gastrointestinal (GI) system is fundamental to human health, supporting digestion, nutrient absorption, and waste elimination. Disruptions in GI function, such as Gastroesophageal Reflux Disease (GERD) and gastrointestinal polyps, can lead to significant health complications if not diagnosed and managed early. However, manual interpretation of endoscopic images is time-consuming and prone to h...

May 1 2025 40470347
Large dataset on Fourier transform near infrared (FT-NIR) spectroscopy of green and roasted specialty coffee: Preprocessed infrared spectra and sensory scores for machine learning-based quality monitoring.

A comprehensive dataset on FT-NIR spectra for green and roasted specialty coffee is critically needed to advance predictive models for sensory quality...

May 1 2025 40486230
Exploring Suitability of Low-Severity Rating Hospital Incident Reports for Machine Learning.

Electronic incident reporting is a key quality and a safety process for healthcare organizations that assists in evaluating performance and informing ...

May 1 2025 39939167
The Evolution of Patient Empowerment and Its Impact on Health Care's Future.

In the 21st century, health care has been going through a paradigm shift called digital health. Due to major advances and breakthroughs in information...

May 1 2025 40311140
Integrating Artificial Intelligence in Dermatological Cancer Screening and Diagnosis: Efficacy, Challenges, and Future Directions.

Skin cancer is the most common cancer in the United States, with incidence rates continuing to rise both nationally and globally, posing significant h...

May 1 2025 40312261
Using Generative Artificial Intelligence in Health Economics and Outcomes Research: A Primer on Techniques and Breakthroughs.

The emergence of generative artificial intelligence (GenAI) offers the potential to enhance health economics and outcomes research (HEOR) by streamlin...

Apr 29 2025 40301283
Benchmarking reinforcement learning algorithms for autonomous mechanical thrombectomy.

PURPOSE: Mechanical thrombectomy (MT) is the gold standard for treating acute ischemic stroke. However, challenges such as operator radiation exposure...

Apr 29 2025 40299264
Sustaining Ophthalmic Practices for the Future: A High-Value Care Approach to Environmental Responsibility.

Ophthalmology, like all medical specialities, is continuously evolving to adapt to emerging challenges and advancements. The evidence-based medical pr...

Apr 28 2025 40293679
Managing chronic disease in the digital era: The role of telemedicine apps and platforms.

Chronic diseases such as diabetes, heart disease, or asthma are one of the biggest health challenges of the modern world. Their management requires co...

Apr 28 2025 40446104
Low-cost video-based air quality estimation system using structured deep learning with selective state space modeling.

Air quality is crucial for both public health and environmental sustainability. An efficient and cost-effective model is essential for accurate air qu...

Apr 26 2025 40344874
A review of emerging trends in nanomaterial-driven AI for biomedical applications.

The field of artificial intelligence (AI) is expanding quickly. To mimic the structure and biological evolution of the human brain, AI was developed t...

Apr 25 2025 40370571
Real-time health monitoring by examining the role of next-generation elements in a medical app.

The healthcare sector is undergoing a profound transformation driven by the rapid rise in healthcare applications (mHealth apps), which are becoming i...

Apr 25 2025 40286494
Machine learning approach for optimizing usability of healthcare websites.

In today's digital era, hospital websites serve as crucial informational resources, providing patients with easy access to medical services. Ensuring ...

Apr 25 2025 40281259
Optimized machine learning mechanism for big data healthcare system to predict disease risk factor.

Heart disease is becoming more and more common in modern society because of factors like stress, inadequate diets, etc. Early identification of heart ...

Apr 24 2025 40274987
Artificial intelligence tool development: what clinicians need to know?

Digital medicine and smart healthcare will not be realised without the cognizant participation of clinicians. Artificial intelligence (AI) today prima...

Apr 24 2025 40275334
Deep learning-based spatial optimization of green and cool roof implementation for urban heat mitigation.

Intensifying urban heat extremes require efficient mitigation strategies; therefore, we propose a methodological framework for optimizing the implemen...

Apr 23 2025 40273786
Understanding contraceptive switching rationales from real world clinical notes using large language models.

Understanding reasons for treatment switching is of significant medical interest, but these factors are often only found in unstructured clinical note...

Apr 23 2025 40269253
Investigating CAR-T Treatment Access for Multiple Myeloma Patients Using Real-World Evidence.

OBJECTIVE: Multiple myeloma (MM) is the second most common hematologic malignancy in the U.S., with Black patients being diagnosed at twice the rate o...

Apr 19 2025 40321270
Artificial intelligence in key pricing, reimbursement, and market access (PRMA) processes: better, faster, cheaper-can you really pick two?

The rapid evolution of large language models (LLMs) and machine learning (ML) presents both significant opportunities and challenges for market access...

Apr 17 2025 40167461
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