Public Health & Policy

Medical Education

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

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Student Perspectives on the Benefits and Risks of AI in Education

The use of chatbots equipped with artificial intelligence (AI) in educational settings has increased in recent years, showing potential to support teaching and learning. However, the adoption of these technologies has raised concerns about their impact on academic integrity, students' ability to problem-solve independently, and potential underlying biases. To better understand students' perspect...

CLOG-CD: Curriculum Learning based on Oscillating Granularity of Class Decomposed Medical Image Classification

Curriculum learning strategies have been proven to be effective in various applications and have gained significant interest in the field of machine learning. It has the ability to improve the final model's performance and accelerate the training process. However, in the medical imaging domain, data irregularities can make the recognition task more challenging and usually result in misclassifica...

Scoring-Assisted Generative Exploration for Proteins (SAGE-Prot): A Framework for Multi-Objective Protein Optimization via Iterative Sequence Generation and Evaluation

Proteins play essential roles in nature, from catalyzing biochemical reactions to binding specific targets. Advances in protein engineering have the...

Robustness and uncertainty of direct numerical simulation under the influence of rounding and noise

Numerical precision in large-scale scientific computations has become an emerging topic due to recent developments in computer hardware. Lower float...

GPT-4's performance in supporting physician decision-making in nephrology multiple-choice questions.

Generative Pre-trained Transformer (GPT)-4, a versatile conversational artificial intelligence, has potential applications in medicine, but its abilit...

May 2 2025 40316716
Towards Autonomous Micromobility through Scalable Urban Simulation

Micromobility, which utilizes lightweight mobile machines moving in urban public spaces, such as delivery robots and mobility scooters, emerges as a...

Assessing Large Language Models for Medical Question Answering in Portuguese: Open-Source Versus Closed-Source Approaches.

Large language models (LLMs) show promise in medical knowledge assessment. This study benchmarked a closed-source (GPT-4o, OpenAI, San Francisco, CA) ...

May 1 2025 40519433
The Integration of Artificial Intelligence and Augmented Reality in Dental Education: Current Applications and Future Potential.

The integration of artificial intelligence (AI) and augmented reality (AR) in dental education is transforming how students acquire and refine clinica...

May 1 2025 40479539
Impact of ChatGPT and Large Language Models on Radiology Education: Association of Academic Radiology-Radiology Research Alliance Task Force White Paper.

Generative artificial intelligence, including large language models (LLMs), holds immense potential to enhance healthcare, medical education, and heal...

May 1 2025 39616097
Building Clinical Simulations With ChatGPT in Nursing Education.

BACKGROUND: Competency-based nursing education necessitates effective instructional methods and assessment tools for evaluating students' knowledge, s...

May 1 2025 39073762
Rising Influence of Artificial Intelligence: Trends in Large Language Model Usage in Dermatology Residency Personal Statements.

With the public release of ChatGPT before the 2024 dermatology residency application cycle, applicants gained access to an advanced language model cap...

May 1 2025 40327572
DiffLiB: High-fidelity differentiable modeling of lithium-ion batteries and efficient gradient-based parameter identification

The physics-based Doyle-Fuller-Newman (DFN) model, widely adopted for its precise electrochemical modeling, stands out among various simulation mode...

PRISM: Projection-based Reward Integration for Scene-Aware Real-to-Sim-to-Real Transfer with Few Demonstrations

Learning from few demonstrations to develop policies robust to variations in robot initial positions and object poses is a problem of significant pr...

Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness

Unauthorized screen capturing and dissemination pose severe security threats such as data leakage and information theft. Several studies propose rob...

TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning

For deep learning-based image steganography frameworks, in order to ensure the invisibility and recoverability of the information embedding, the los...

Sky-Drive: A Distributed Multi-Agent Simulation Platform for Human-AI Collaborative and Socially-Aware Future Transportation

Recent advances in autonomous system simulation platforms have significantly enhanced the safe and scalable testing of driving policies. However, ex...

Sky-Drive: A Distributed Multi-Agent Simulation Platform for Socially-Aware and Human-AI Collaborative Future Transportation

Recent advances in autonomous system simulation platforms have significantly enhanced the safe and scalable testing of driving policies. However, ex...

Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach

Quantum computing education faces significant challenges due to its complexity and the limitations of current tools; this paper introduces a novel I...

STCL:Curriculum learning Strategies for deep learning image steganography models

Aiming at the problems of poor quality of steganographic images and slow network convergence of image steganography models based on deep learning, t...

PMG: Progressive Motion Generation via Sparse Anchor Postures Curriculum Learning

In computer animation, game design, and human-computer interaction, synthesizing human motion that aligns with user intent remains a significant cha...

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