US Health Policy

Reform

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

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Clinical neuroanatomy teaching at Peking University Health Science Center: Evolution, current practice, and future direction.

Neuroanatomy has been considered one of the most challenging subjects in medical education, often leading to "neurophobia" and discouraging students from pursuing neurological specialties. At PKUHSC, the curriculum has evolved from a traditional, discipline-based model to a technology-enhanced, integrated "Nervous System" module for approximately 176 second-year preclinical students annually. This...

Jul 16 2026 42460692

Reform of criminal laws in India: Potential impact on the criminal justice system and forensic investigation.

Although India gained independence in 1947, its laws, namely the Indian Penal Code (IPC) of 1860, the Code of Criminal Procedure (CrPC) of 1973 and the Indian Evidence Act (IEA) of 1872, were still in use. These criminal laws were primarily inherited from the statutes that were established during the colonial period. These laws were framed according to the crimes and legal needs of that time. More...

Jul 9 2026 42423515
Advancing evidence-informed policy: outcomes of the global research agenda on knowledge translation.

BACKGROUND: Knowledge Translation (KT) research investigates methods to promote the uptake of research by practitioners, managers and policy-makers. R...

Jul 2 2026 42393681
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
Artificial intelligence optimization model for public safety in smart cities based on multi-source data collaboration in the internet of things.

The prevalent cross-departmental data barriers and ineffective public safety risk management and control in smart city construction severely restrict ...

Jul 1 2026 42386919
Automated iridocorneal angle classification using a multimodal large language model.

PURPOSE: To evaluate the diagnostic performance of a general-purpose vision-language model (GPT-4o) in interpreting gonioscopic images of the anterior...

Jun 27 2026 42363984
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...

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...

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
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
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