US Health Policy

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Latest AI and machine learning research in reform for healthcare professionals.

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Advancing the Science of Surgical Education: Reflections From the 2025 University of Melbourne Department of Surgery Research Showcase.

BACKGROUND: The 2025 University of Melbourne Department of Surgery Research Showcase, held on 18 November 2025, brought together surgeons, researchers, educators, and trainees from across seven clinical precincts to examine emerging directions in surgical education research. The event aimed to facilitate knowledge exchange, interdisciplinary collaboration, and critical reflection on evolving train...

Jun 25 2026 42357848

AI integration into undergraduate health education streams- a multicenter study in Sri Lanka.

BACKGROUND: Despite rapid integration of AI in healthcare, formal AI education remains limited in health professional curricula globally, particularly in low-and middle-income countries (LMICs). This study provides the first large-scale, multi-disciplinary quantitative assessment of AI-related knowledge, attitudes, and practices (KAP) among undergraduate healthcare students at Sri Lankan state uni...

Jun 25 2026 42351073
Adaptive competitive balance regulation in professional sports leagues via graph attention networks and proximal policy optimization.

Sustaining competitive balance underpins both the commercial vitality and fan engagement of professional sports leagues, yet most regulatory regimes s...

Jun 19 2026 42321325
MSCA-TNet based deep learning method for ECG arrhythmia classification.

Electrocardiography (ECG) is a widely adopted modality for monitoring cardiac rate and rhythm and identifying various abnormalities of the cardiac ele...

Jun 19 2026 42321363
A taxonomy of states' approaches to plans of safe care.

BACKGROUND: The 2016 Comprehensive Addiction and Recovery Act amended the Child Abuse Prevention and Treatment Act (CAPTA), expanding requirements for...

Jun 15 2026 42296590
When algorithms testify: artificial intelligence-driven DNA analysis, evidentiary standards, and criminal justice reform.

Forensic DNA analysis has already influenced criminal justice, and serves as a powerful tool for both conviction and exoneration. Despite its scientif...

Jun 15 2026 42286906
AI in UK Medical Education: A Framework for Curriculum Reform.

Artificial intelligence (AI) is increasingly transforming health care through improvements in diagnosis, predictive analytics, and workflow optimizati...

Jun 12 2026 42284608
Artificial intelligence and medical retina training: A scoping review of educational opportunities, emerging risks, and curricular responses.

Autonomous artificial intelligence (AI) systems for retinal image interpretation are being deployed in routine clinical practice, fundamentally alteri...

Jun 10 2026 42269942
AI Integration in Spanish Undergraduate Medical Education: National Cross-Sectional Study.

BACKGROUND: Artificial intelligence (AI) is reshaping clinical practice and redefining the competencies future physicians will need. International bod...

Jun 8 2026 42258761
Review Topic: Don't Cancer Doctors Offer Good-Quality Care?

We offer the perspectives of two veterans on the last quarter century of quality improvement efforts in oncology care. We believe that our colleagues ...

Jun 8 2026 42258798
From Flexner to artificial intelligence: a century of transformation in global medical education.

BACKGROUND: Over the past century, medical education has undergone a profound transformation, evolving from unregulated apprenticeships into a highly ...

May 29 2026 42213512
Third-party governance and artificial intelligence for diabetes management in primary health care, China.

PROBLEM: Fragmented primary health care in China fails to tackle the growing burden of noncommunicable diseases. Despite substantial investment, fewer...

May 27 2026 42516116
Human-AI collaboration: preserving the human touch in a digital age.

The integration of artificial intelligence (AI) into healthcare is transforming clinical practice, yet its most significant implications extend beyond...

May 22 2026 42177018
Generative AI use and misuse call for assessment reform in higher education.

Growing misuse of, and unequal access to, AI tools requires universities to rethink how they evaluate learning.

May 21 2026 42166580
Beyond data and technology: the need for new thinking to enable the era of precision prevention.

BACKGROUND: Global flagship initiatives increasingly advocate for proactive health maintenance to alleviate the growing burden on reactive, disease-fo...

May 14 2026 42135719
Political determinants of melanoma: Global inequities in skin cancer care.

BACKGROUND: Melanoma outcomes differ across countries, income settings, and skin tones, reflecting not only variable environmental and genetic risks b...

May 13 2026 42292071
Interpretable machine learning and deep learning model for discriminating pheochromocytoma from adrenocortical adenoma based on CT: A multicenter study.

BACKGROUND: Differentiating pheochromocytoma (PHEO) from adrenocortical adenoma (ACA) is vital to avoid intraoperative hypertensive crises or redundan...

Apr 30 2026 42107147
Are We Listening or Just Delivering? A Critical Inquiry Into the Implementation Failures of Global Dental Reforms.

OBJECTIVES: Globally, dental reforms have gained momentum through enhanced policy dialogues, the rise of digital health, artificial intelligence and o...

Apr 29 2026 42057446
Artificial Intelligence-Ready Doctor of Nursing Practice Education: A Competency-Based Approach.

Background: Artificial intelligence (AI) is rapidly transforming nursing education and clinical practice. As AI becomes increasingly embedded in healt...

Apr 29 2026 42055571
Bridging the Implementation Gap in Medical AI Education: 3-Lever Framework for Concurrent Reform.

The rapid integration of artificial intelligence (AI) into clinical practice necessitates urgent restructuring of medical education and physician asse...

Apr 28 2026 42048663
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