Public Health & Policy

Medical Education

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

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Targeting key proteins of pleural mesothelioma using plumbagin-indole-3-propionic acid ester: Insights from network pharmacology, molecular dynamics simulation and machine learning-based analysis.

This study explores the network pharmacology (NP) and molecular dynamics (MD) simulation analysis of pleural mesothelioma (PM) related enzymes. Through the investigation of 1253 associated genes, culminating in a protein-protein interaction (PPI) network constructed using the STRING database. Pathway analysis identified critical signaling pathways, including MAPK, PI3K/AKT, and RAS, associated wit...

Dec 27 2025 41483638

Using large language model to aid in teaching medical imaging report writing.

PURPOSE: This study aims to compare several free large language models (LLMs), identify which provides the most effective feedback, and investigate whether LLM-generated feedback can improve the accuracy and standardization of imaging reports produced by students. METHODS: A randomly selected class (test group, N= 30) was asked to write an imaging report based on each typical teaching case before ...

Dec 26 2025 41451614
Enhancing Competencies of Nursing Students in Pain Management Education Through Artificial Intelligence (AI): A Narrative Review.

BACKGROUND: Effective pain management is a vital aspect of quality nursing care, requiring sound knowledge, assessment skills, clinical judgment, and ...

Dec 26 2025 41455657
Machine Learning for Intensive Care Unit Length-of-Stay Prediction: A Simulation-Based Approach to Bed Capacity Management.

BackgroundWhile machine learning (ML) models are increasingly used to predict outcomes in health care, their practical effect on health care operation...

Dec 26 2025 41454594
A Novel Framework to Integrate Data on Sex as a Biological Variable into Medical Education.

BACKGROUND: Empirical evidence demonstrating the influence of sex and gender on health has increased dramatically over the last two decades. Yet, the ...

Dec 25 2025 41335098
Wicked Modes in UX: Pedagogical Considerations for Data Détournement.

User experience (UX) as both a vocation and a skillset is currently in the center of a wicked knot: emerging technologies such as generative artificia...

Dec 25 2025 41497285
Effects of Artificial Intelligence-Supported Case Analysis Method on Nursing Students' Clinical Competencies: Mixed Design Research.

BACKGROUND: Advances in artificial intelligence (AI) tools are also necessitating a change in nursing education. AIM: This study evaluated the effect ...

Dec 24 2025 41441838
Dataset of numerical assessment on the combined effects of non-thermal plasma and water addition in hydrogen combustion.

This dataset contains raw and analyzed numerical simulation data, tables, and figures focused on the synergistic effects of nanosecond repetitively pu...

Dec 19 2025 41561896
Learning with AI, not from AI: Ethical and pedagogical implications of ChatGPT in undergraduate education.

AIM: To explore how first-year nursing students engaged with ChatGPT during an assessment task, and to understand the experiences, challenges, and per...

Dec 18 2025 41422773
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 e...

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...

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
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