Public Health & Policy

Medical Education

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

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AI Revolution in Radiology, Radiation Oncology and Nuclear Medicine: Transforming and Innovating the Radiological Sciences.

The integration of artificial intelligence (AI) into clinical practice, particularly within radiology, nuclear medicine and radiation oncology, is transforming diagnostic and therapeutic processes. AI-driven tools, especially in deep learning and machine learning, have shown remarkable potential in enhancing image recognition, analysis and decision-making. This technological advancement allows for...

Jul 9 2025 40631621

Investigating the Potential of Generative AI Clinical Case-Based Simulations on Radiography Education: A Pilot Study.

Education for medical imaging technologists or radiographers in regional and rural areas often faces significant challenges due to limited financial, technological, and teaching resources. Generative AI presents a promising solution to overcome these barriers and support the professional development of radiographers. This pilot study aimed to evaluate the educational value of an in-house AI-based ...

Jul 8 2025 40627294
Design and analysis of TwinCardio framework to detect and monitor cardiovascular diseases using digital twin and deep neural network.

World Health Organization (WHO) estimates 17.9 million deaths globally every year due to Cardiovascular Disease or CVD, which includes an array of dis...

Jul 8 2025 40628887
Medical simulation: an essential tool for training, diagnosis, and treatment in the 21st century.

BACKGROUND: Medical simulation is a global trend that improves disease interpretation, diagnostic skills, and clinical abilities, transforming them in...

Jul 7 2025 40624635
Accurate Free Energy Calculation via Multiscale Simulations Driven by Hybrid Machine Learning and Molecular Mechanics Potentials.

This work develops a hybrid machine learning/molecular mechanics (ML/MM) interface integrated into the AMBER molecular simulation package. The resulti...

Jul 4 2025 40613671
Artificial intelligence and regional anesthesiology education curriculum development: navigating the digital noise.

Artificial intelligence (AI) has demonstrated a disruptive ability to enhance and transform clinical medicine. While the dexterous nature of anesthesi...

Jul 4 2025 38876802
Educational Applications of ChatGPT in University-Based Dental Education. A Systematic Review.

BACKGROUND: The emergence of ChatGPT has sparked growing interest in its application within university-based dental education. As a conversational lar...

Jul 3 2025 40609986
Explainable artificial intelligence for predicting medical students' performance in comprehensive assessments.

Comprehensive medical assessments are critical for evaluating clinical proficiency in medical education; however, these administrations impose signifi...

Jul 3 2025 40610576
Demystifying the Dermatology Residency Application Process, Part II - Application Season: Strategic Application, Interviewing, and Mentorship.

The dermatology residency match has become increasingly competitive, culminating in a 2025 United States senior MD match rate of 63 % according to the...

Jul 2 2025 40614906
optiGAN: a deep learning-based alternative to optical photon tracking in Python-based GATE (10+).

To accelerate optical photon transport simulations in the GATE medical physics framework using a generative adversarial network (GAN), while ensuring ...

Jul 2 2025 40490001
A secured accreditation and equivalency certification using Merkle mountain range and transformer based deep learning model for the education ecosystem.

An Accreditation and equivalency certificate Verification System is required to ensure integrity, trust, and recognition of qualifications within the ...

Jul 2 2025 40594533
Integrating computational neuroscience into Africa's academic curriculum: Challenges, opportunities, and strategic implementation.

Computational Neuroscience (CN) is an interdisciplinary field that combines neuroscience, mathematics, artificial intelligence, theoretical models and...

Jul 1 2025 40591220
Experimentally profiling dielectric properties of Escherichia coli and Staphylococcus aureus by movement velocity and force.

The gradual research in integrating artificial intelligence in the Dielectrophoresis system is rapid since the evolution of AI in every aspect of tech...

Jul 1 2025 40592895
Optimization of the heat recovery performance of enhanced geothermal system based on PSO-GA-BP neural networks and analytic hierarchy process.

Numerical simulation is the most commonly used method to predict the power generation capacity of EGS during geothermal energy extraction. However, it...

Jul 1 2025 40595037
A merged fuzzy system and neural network for improving management method and strategy in scientific research and education.

In recent years, integrating artificial intelligence into scientific management in education has transformed traditional methodologies, offering new a...

Jul 1 2025 40596609
A comparative study of Iran's doctoral nursing curriculum with the American Association of Colleges of Nursing (AACN) based on the SPICES model: integrating artificial intelligence into analysis.

INTRODUCTION: Understanding the differences and similarities between the different curricula enhances global nursing education practices.

Jul 1 2025 40598244
Molecular dynamics-driven drug discovery.

Molecular dynamics (MD) simulation is an important tool and has a wide range of applications in many scientific fields, including drug discovery. Here...

Jun 18 2025 40488609
Bytes versus brains: A comparative study of AI-generated feedback and human tutor feedback in medical education.

INTRODUCTION: Timely, high-quality feedback is vital in medical education but increasingly difficult due to rising student numbers and limited faculty...

Jun 18 2025 40528415
Exploring the potential of artificial intelligence in individualized cognitive training: A systematic review.

To tackle the challenge of responders heterogeneity, Cognitive Training (CT) research currently leverages AI Techniques for providing individualized c...

Jun 17 2025 40526639
Examining students' perspectives on the use of artificial intelligence tools in higher education: A case study on AI tools of graphic design.

Understanding and utilizing AI tools ensure that designers, particularly students, remain involved in a rapidly evolving industry. This study aimed to...

Jun 16 2025 40527134
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