US Health Policy

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

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Sézary Syndrome: Survival Trends, Racial Disparities, and Limited Prognostic Value of Routine Registry Variables.

INTRODUCTION: Sézary syndrome (SS) is a rare leukemic cutaneous T-cell lymphoma with limited contemporary population-level outcome data. METHODS: Using SEER-22, we identified 403 adults with first primary SS diagnosed from 2000-2021 and evaluated survival, disparities, and prognostic modeling. RESULTS: Median overall survival (OS) was 48 months; 5-year OS was 42.7%. Survival improved from 39.5 mon...

Jun 24 2026 42359026
Patient and Facility Factors Associated with Uptake of NTAP-Billed AI to Identify Suspected LVO in Ischemic Stroke.

PURPOSE: Medicare's New Technology Add-On Payment (NTAP) incentivizes the adoption of innovative technologies. We examined factors associated with the...

Jun 24 2026 42342375
The impact of artificial intelligence on value chain upgrading in China's equipment manufacturing industry.

Promoting the upgrading of the value chain in the equipment manufacturing industry is a crucial strategy for China to address the current challenge of...

Jun 24 2026 42342796
CT Quantification of Intraventricular Hemorrhage Volume in Poor-Grade Aneurysmal Subarachnoid Hemorrhage: Impact on Mortality and Long-Term Disability.

BACKGROUND: Aneurysmal subarachnoid hemorrhage (aSAH) is a life-threatening condition with high morbidity and mortality, particularly in poor-grade pa...

Jun 24 2026 42343063
Automation in the IVF laboratory in 2026: four technology domains, an asymmetric evidence base, and the case for parallel development with clinician-side automation.

BACKGROUND: Operator-dependent laboratory tasks-embryo selection, vitrification and warming, and intracytoplasmic sperm injection (ICSI)-have been the...

Jun 24 2026 42337202
Green finance and technological innovation interact to shape economic growth in China.

This study investigates the direct effects and the interaction between green finance and technological innovation on China's economic growth. The empi...

Jun 22 2026 42331947
Artificial Intelligence-Enabled Serial Electrocardiograms for Prediction of All-Cause Mortality in Secondary Care Settings.

BACKGROUND: Prognostic assessment in secondary care settings remains challenging and may influence clinical decision-making and follow-up. Artificial ...

Jun 17 2026 42308656
Minimal enzyme cascades for the aromatic-to-aromatic upgrading of lignin monomers.

Lignin valorization is critical to the economic viability of lignocellulosic biorefineries and could serve as an additional revenue stream for the pul...

Jun 17 2026 42308769
Reimagining nursing practice in the era of AI: a qualitative systematic review and meta-synthesis of nurses' lived experiences.

INTRODUCTION: The integration of artificial intelligence (AI) into healthcare is transforming nursing practice, introducing both opportunities and cha...

Jun 16 2026 42298727
Smart Technology, Fragile Hearts: Navigating AI's Challenges and Limitations in Heart Failure Management.

PURPOSE OF REVIEW: This review synthesizes recent progress in applications of artificial intelligence to heart failure care, including phenotyping, ri...

Jun 15 2026 42295460
Physics-Informed Koopman-Constrained Implicit Q-Learning for Safe Offline Reinforcement Learning in Mechanical Ventilation.

Mechanical ventilation management in intensive care units requires continuous optimization of ventilator parameters while adhering to clinical safety ...

Jun 15 2026 42296990
Legal Infoveillance of Unlicensed Medical Practices in South Korea Through Criminal Court Decisions Using Machine Learning: Retrospective Observational Study.

BACKGROUND: Unlicensed medical practices (UMPs) pose a substantial threat to patient safety and public health, but their clandestine nature makes them...

Jun 15 2026 42297357
Hazard-portfolio patterns in US food recall severity reveal transferable pathogen signals and firm-specific compliance signals.

The U.S. FDA classifies food recalls into three severity tiers (Class I / II / III), a decision that drives public notification urgency and regulatory...

Jun 14 2026 42289452
Current state of electronic problems lists in primary care: a rapid scoping review.

BACKGROUND: Electronic problem lists (PLs) are central to the problem-oriented medical record and increasingly underpin clinical decision support (CDS...

Jun 11 2026 42275183
Explainable artificial intelligence to assess hospital financial performance during the COVID-19 pandemic through operating margin metric.

PURPOSE: This study addresses critical gaps in understanding hospital financial resilience during the COVID-19 pandemic by developing an AI framework ...

Jun 9 2026 41077673
Prediction of ICU length of stay, hospital discharge outcomes and discharge location among ICU-admitted patients diagnosed with viral hepatitis using machine learning: a retrospective cohort study of the MIMIC-IV database.

BACKGROUND: Hepatitis, a disease characterised by inflammation of the liver, is a leading global health challenge that contributes to over 1.3 million...

Jun 9 2026 42264531
Age-stratified risk profiles for emergency colorectal cancer resection: A machine-learning analysis.

BACKGROUND: Emergency colorectal cancer resection (ECCR) is associated with worse perioperative and oncologic outcomes than elective surgery. As the i...

Jun 9 2026 42263377
A machine learning framework with a public synthetic data set for early student profiling and outcome prediction.

The accurate and early prediction of student academic outcomes is fundamental to enabling timely interventions and personalized support in higher educ...

Jun 5 2026 42248989
Body-Donor-Derived Data in Medical Artificial Intelligence: From Foundational Resources to Trustworthy Applications.

In recent years, artificial intelligence in medicine has evolved from single recognition tasks toward structural understanding, spatial reasoning, and...

Jun 3 2026 42233221
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