Public Health & Policy

Medical Education

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

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The AI Policy Module: Developing Computer Science Student Competency in AI Ethics and Policy

As artificial intelligence (AI) further embeds itself into many settings across personal and profe...

Integrated Pipeline for Monocular 3D Reconstruction and Finite Element Simulation in Industrial Applications

To address the challenges of 3D modeling and structural simulation in industrial environment, such...

Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing

Peptide sequencing-the process of identifying amino acid sequences from mass spectrometry data-is ...

A Memetic Walrus Algorithm with Expert-guided Strategy for Adaptive Curriculum Sequencing

Adaptive Curriculum Sequencing (ACS) is essential for personalized online learning, yet current ap...

Ontology Enabled Hybrid Modeling and Simulation

We explore the role of ontologies in enhancing hybrid modeling and simulation through improved sem...

Joint System Modeling Approach for Fault Simulation of Start-er/Generator and Gas Generator in All-Electric APU

This paper presents a joint system modeling approach for fault simulation of all-electric auxiliar...

Simulation Everywhere: An Evolutionary Expansion of Discrete-Event Modeling and Simulation research and practice

Simulation was launched in the 1950s, nicknamed a tool of "last resort." Over the years, this Oper...

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Learning to Recover: Dynamic Reward Shaping with Wheel-Leg Coordination for Fallen Robots

Adaptive recovery from fall incidents are essential skills for the practical deployment of wheeled...

Simulation-Based Inference for Adaptive Experiments

Multi-arm bandit experimental designs are increasingly being adopted over standard randomized tria...

DeepSeek in Healthcare: A Survey of Capabilities, Risks, and Clinical Applications of Open-Source Large Language Models

DeepSeek-R1 is a cutting-edge open-source large language model (LLM) developed by DeepSeek, showca...

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Dataset of SCAPS-1D simulated halide perovskite solar cells with SHAP and machine learning-based PCE optimization.

This data article describes a dataset generated by using SCAPS-1D simulation software to capture pho...

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Jun 2025 40510644
Revolutionising osseous biopsy: the impact of artificial intelligence in the era of personalized medicine.

In a rapidly evolving healthcare environment, artificial intelligence (AI) is transforming diagnosti...

Jun 2025 39878877
Exploring Generative Artificial Intelligence to Enhance Reflective Writing in Pharmacy Education.

The integration of generative artificial intelligence (AI) holds the potential to impact teaching an...

Jun 2025 40311683
Text-to-CT Generation via 3D Latent Diffusion Model with Contrastive Vision-Language Pretraining

Objective: While recent advances in text-conditioned generative models have enabled the synthesis ...

CReFT-CAD: Boosting Orthographic Projection Reasoning for CAD via Reinforcement Fine-Tuning

Computer-Aided Design (CAD) plays a pivotal role in industrial manufacturing. Orthographic project...

MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning

Medical Large Vision-Language Models (Med-LVLMs) have shown strong potential in multimodal diagnos...

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Frequency Automata: A novel formal model of hybrid systems in combined time and frequency domains

Hybrid systems are mostly modelled, simulated, and verified in the time domain by computer scienti...

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ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room

Large language models (LLMs) have been extensively evaluated on medical question answering tasks b...

Sentiment Simulation using Generative AI Agents

Traditional sentiment analysis relies on surface-level linguistic patterns and retrospective data,...

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