Medical Education

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

2,890 articles

ORV: 4D Occupancy-centric Robot Video Generation

Acquiring real-world robotic simulation data through teleoperation is notoriously time-consuming a...

Jun 2025 http://arxiv.org/abs/2506.03079v1

Simulation-Based Inference for Adaptive Experiments

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

Jun 2025 http://arxiv.org/abs/2506.02881v1

Learning with pyCub: A New Simulation and Exercise Framework for Humanoid Robotics

We present pyCub, an open-source physics-based simulation of the humanoid robot iCub, along with e...

Jun 2025 http://arxiv.org/abs/2506.01756v1

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...

Jun 2025 http://arxiv.org/abs/2506.01257v1

anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding

The advent of multimodal large language models (MLLMs) has sparked interest in their application t...

Jun 2025 http://arxiv.org/abs/2506.00942v1

SkyReels-Audio: Omni Audio-Conditioned Talking Portraits in Video Diffusion Transformers

The generation and editing of audio-conditioned talking portraits guided by multimodal inputs, inc...

Jun 2025 http://arxiv.org/abs/2506.00830v1

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...

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

Machine vs Machine: Using AI to Tackle Generative AI Threats in Assessment

This paper presents a theoretical framework for addressing the challenges posed by generative arti...

May 2025 http://arxiv.org/abs/2506.02046v1

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 ...

May 2025 http://arxiv.org/abs/2506.00633v1

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...

May 2025 http://arxiv.org/abs/2506.00568v1

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

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

May 2025 http://arxiv.org/abs/2506.00555v1

AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation

Constrained by the cost and ethical concerns of involving real seekers in AI-driven mental health,...

May 2025 http://arxiv.org/abs/2506.00551v1

K-order Ranking Preference Optimization for Large Language Models

To adapt large language models (LLMs) to ranking tasks, existing list-wise methods, represented by...

May 2025 http://arxiv.org/abs/2506.00441v1

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...

May 2025 http://arxiv.org/abs/2506.00251v1

MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM

Multimodal hallucination in multimodal large language models (MLLMs) restricts the correctness of ...

May 2025 http://arxiv.org/abs/2505.24238v2

Combining Deep Architectures for Information Gain estimation and Reinforcement Learning for multiagent field exploration

Precision agriculture requires efficient autonomous systems for crop monitoring, where agents must...

May 2025 http://arxiv.org/abs/2505.23865v1

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...

May 2025 http://arxiv.org/abs/2505.22919v2

Large-Area Fabrication-aware Computational Diffractive Optics

Differentiable optics, as an emerging paradigm that jointly optimizes optics and (optional) image ...

May 2025 http://arxiv.org/abs/2505.22313v1

Sentiment Simulation using Generative AI Agents

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

May 2025 http://arxiv.org/abs/2505.22125v1

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