Medical Education

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

2,890 articles

Vision-in-the-loop Simulation for Deep Monocular Pose Estimation of UAV in Ocean Environment

This paper proposes a vision-in-the-loop simulation environment for deep monocular pose estimation...

Feb 2025 http://arxiv.org/abs/2502.05409v1

Measuring Physical Plausibility of 3D Human Poses Using Physics Simulation

Modeling humans in physical scenes is vital for understanding human-environment interactions for a...

Feb 2025 http://arxiv.org/abs/2502.04483v1

HOG-Diff: Higher-Order Guided Diffusion for Graph Generation

Graph generation is a critical yet challenging task as empirical analyses require a deep understan...

Feb 2025 http://arxiv.org/abs/2502.04308v1

Cognitive AI framework: advances in the simulation of human thought

The Human Cognitive Simulation Framework represents a significant advancement in integrating human...

Feb 2025 http://arxiv.org/abs/2502.04259v1

Dress-1-to-3: Single Image to Simulation-Ready 3D Outfit with Diffusion Prior and Differentiable Physics

Recent advances in large models have significantly advanced image-to-3D reconstruction. However, t...

Feb 2025 http://arxiv.org/abs/2502.03449v2

Rapidly Adapting Policies to the Real World via Simulation-Guided Fine-Tuning

Robot learning requires a considerable amount of high-quality data to realize the promise of gener...

Feb 2025 http://arxiv.org/abs/2502.02705v1

INTACT: Inducing Noise Tolerance through Adversarial Curriculum Training for LiDAR-based Safety-Critical Perception and Autonomy

In this work, we present INTACT, a novel two-phase framework designed to enhance the robustness of...

Feb 2025 http://arxiv.org/abs/2502.01896v1

Relators and Notions of Simulation Revisited

Simulations and bisimulations are ubiquitous in the study of concurrent systems and modal logics o...

Feb 2025 http://arxiv.org/abs/2502.01790v2

Model Order Reduction from Data with Certification

Model order reduction (MOR) involves offering low-dimensional models that effectively approximate ...

Feb 2025 http://arxiv.org/abs/2502.01094v1

Generalization of Medical Large Language Models through Cross-Domain Weak Supervision

The advancement of large language models (LLMs) has opened new frontiers in natural language proce...

Feb 2025 http://arxiv.org/abs/2502.00832v1

Lifting the Winding Number: Precise Representation of Complex Cuts in Subspace Physics Simulations

Cutting thin-walled deformable structures is common in daily life, but poses significant challenge...

Feb 2025 http://arxiv.org/abs/2502.00626v1

Dialogue is Better Than Monologue: Instructing Medical LLMs via Strategical Conversations

Current medical AI systems often fail to replicate real-world clinical reasoning, as they are pred...

Jan 2025 http://arxiv.org/abs/2501.17860v1

Domain Adaptation from Generated Multi-Weather Images for Unsupervised Maritime Object Classification

The classification and recognition of maritime objects are crucial for enhancing maritime safety, ...

Jan 2025 http://arxiv.org/abs/2501.15503v2

GeoSim.AI: AI assistants for numerical simulations in geomechanics

The ability to accomplish tasks via natural language instructions is one of the most efficient for...

Jan 2025 http://arxiv.org/abs/2501.14186v1

On the reproducibility of discrete-event simulation studies in health research: an empirical study using open models

Reproducibility of computational research is critical for ensuring transparency, reliability and r...

Jan 2025 http://arxiv.org/abs/2501.13137v1

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations

While learning personalization offers great potential for learners, modern practices in higher edu...

Jan 2025 http://arxiv.org/abs/2501.12300v1

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