Public Health & Policy

Health Policy

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

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PanEcho: Complete AI-enabled echocardiography interpretation with multi-task deep learning

Echocardiography is a cornerstone of cardiovascular care but relies on expert interpretation and man...

Auto-METRICS: LLM-assisted scientific quality control for radiomics research

The quality and integrity of scientific publications in clinical machine-learning is of paramount im...

Extracting TNFi Switching Reasons and Trajectories From Real-World Data Using Large Language Models

Tumor necrosis factor inhibitors (TNFi) are widely used for auto-immune conditions. Despite their ef...

Variation and Standardization in Prior Authorization Requirements

Prior authorization (PA) rules are neither regulated nor standardized. To quantify the variation in ...

Reinforcement learning-based control of epidemics on networks of communities and correctional facilities

Correctional facilities can act as amplifiers of infectious disease outbreaks. Small community outbr...

Health economic simulation modeling of an AI-enabled clinical decision support system for coronary revascularization

Coronary revascularization decision-making can be challenging. While artificial intelligence (AI) mo...

Machine learning prediction for early-stage melanoma outcomes: recurrence-free survival, disease-specific survival, and overall survival

This study compared machine-learning models for predicting recurrence-free survival (RFS), disease-s...

Kolmogorov-Arnold Network for Atherosclerotic Cardiovascular Disease Risk Prediction

Assessing the risk of future atherosclerotic cardiovascular disease (ASCVD) is crucial in clinical p...

Applications of Artificial Intelligence in clinical decision-making and technical support in Oncology: A Scoping Review protocol

The management of cancer care generates vast amounts of data, collected in the clinical registry; ho...

Validation of an instrumented shoe insole framework for analyzing spatiotemporal gait metrics in healthy and neurodegenerative populations

Many neurological conditions negatively affect a person’s walking quality, which is a vital aspect o...

Datasheet for the IDHea Primary Eye Care Dataset: A Real-World Ocular Imaging Resource for Research

Real-world ocular imaging datasets are essential for advancing research in artificial intelligence (...

Large Language Models for Sentiment Analysis in Healthcare: A Systematic Review Protocol

Large language models (LLMs) have emerged as powerful tools for sentiment analysis in healthcare, of...

AI Implementation in U.S. Healthcare and Its Association With Elder Mortality and Quality of Care

Hospitals are increasingly adopting artificial intelligence (AI) tools in clinical care. However, th...

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