Public Health & Policy

Medical Education

Latest AI and machine learning research in medical education for healthcare professionals.

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Development of Digital Literacy: Application of Artificial Intelligence in Education and Clinical Practice of Oncology Nurses.

OBJECTIVES: To synthesize current educational approaches to AI literacy in oncology nursing, identify key competency domains along with barriers and enablers, and offer clinically oriented recommendations for the safe and effective integration of AI into clinical practice. METHODS: Structured search of MEDLINE via PubMed (2015-2025) using MeSH and free-text terms, complemented with free sources (G...

Dec 18 2025 41419399

Digital Transformation and Artificial Intelligence in Radiology: Challenges and Opportunities for Clinical Practice, Research, and the Next Generation.

BACKGROUND: Radiology is at the center of the digital transformation of the healthcare system. As a highly digital field, radiology is well-suited for the early implementation and critical evaluation of innovative technologies, such as artificial intelligence (AI). This review aims to comprehensively and distinctly present the opportunities and challenges of digital transformation in radiology, fo...

Dec 17 2025 41407254
Computer-vision based recognition of cervical spine stabilization during trauma resuscitation.

BACKGROUND: Cervical spine (c-spine) injuries can lead to significant disability and mortality. Although stabilization is the primary management for s...

Dec 10 2025 41401500
Robust heterogeneous network representation learning by multifaceted curriculum training.

The use of heterogeneous networks has gained significant traction for modeling and analyzing complex systems across diverse domains because of their a...

Dec 8 2025 41406645
Self-learning and Simulation in the 21st Century: From Textbooks to ChatGPT.

The growth of the digital age has corresponded with decreased operative experience and concern for low readiness for practice among surgical trainees,...

Dec 4 2025 42266631
Recent advances in numerical simulation of magnetically guided drug delivery systems and applications.

Magnetically guided drug delivery (MGDD) employs magnetic forces acting on magnetically responsive drug delivery systems (DDS) to direct therapeutic a...

Dec 4 2025 41352434
Artificial intelligence in pharmacy education: A scoping review of current integration & global perceptions.

BACKGROUND: The rapid evolution of artificial intelligence (AI) is reshaping healthcare, including pharmacy, requiring AI-proficient pharmacy graduate...

Dec 3 2025 41343996
An efficient method for determining the mass attenuation coefficient of contrast agent-water mixtures and analysis of influencing factors in medical imaging systems.

The mass attenuation coefficient (MAC) plays a key parameter in computed tomography (CT) imaging and the development of novel contrast agents. In prac...

Dec 3 2025 41352280
Curriculum for safe and effective use of artificial intelligence in endoscopy: European Society of Gastrointestinal Endoscopy (ESGE) Position Statement.

The European Society of Gastrointestinal Endoscopy (ESGE) has identified a critical need to establish structured training for safe and effective use o...

Dec 3 2025 41338282
Creating and Disseminating Meaningful Education Research.

Surgical education research has become increasingly important as training programs evolve from apprenticeship-based models toward evidence-based, theo...

Dec 1 2025 42266632
A "Curriculum of Information Needs" of Parents of Children With Chronic Constipation.

Chronic idiopathic constipation carries a significant burden on children and their families. Despite existing treatment guidelines, adherence and outc...

Dec 1 2025 41324398
Retrieval-augmented ChatGPT-4o improves accuracy but reduces readability in hip arthroscopy patient education.

PURPOSE: To compare the accuracy, readability and patient-centeredness of responses generated by standard ChatGPT-4o and its retrieval-augmented 'deep...

Dec 1 2025 41324473
BP/PdSe2 heterojunction device for broadband polarization-sensitive synaptic simulation, logic operation, navigation, all-day image processing and recognition.

Visual function is one of the most critical abilities of organisms to perceive the outside world, playing an indispensable role in the interaction bet...

Nov 28 2025 41352046
Colorectal Surgery Education in 2040.

The Accreditation Council for Graduate Medical Education (ACGME) recently conducted their 10-year specialty-specific revision of the colon and rectal ...

Nov 26 2025 42266634
Curriculum-guided graph self-augmentation: A progressive deepening framework for GNNs.

Graph Neural Networks (GNNs) have become a powerful tool for modeling complex graph-structured data, achieving remarkable success in various graph min...

Nov 24 2025 41337791
MedSumGraph: enhancing GraphRAG for medical QA with summarization and optimized prompts.

The rapid development of large language models (LLMs) has accelerated research into applying artificial intelligence (AI) to domains such as medical q...

Nov 24 2025 41319399
Exploring AI integration in continuing pharmacy education: A survey of emerging institutional practice and initial guidance.

INTRODUCTION: The rapid evolution of artificial intelligence (AI) is reshaping pharmacy continuing education (CE), offering innovative content generat...

Nov 21 2025 41273968
A curriculum framework for embedding artificial intelligence literacies in pre-registration nursing education.

BACKGROUND: Pre-registration nursing students need to be appropriately prepared for a healthcare environment that is increasingly utilising artificial...

Nov 21 2025 41289659
Efficacy of MRI-based deep learning algorithm for detecting acute ischemic stroke: evaluation among diverse readers.

OBJECTIVES: The efficacy of an MRI-based deep learning algorithm (DLA) for detecting acute ischemic stroke (AIS) was evaluated across readers with div...

Nov 17 2025 41249548
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