Public Health & Policy

Medical Education

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

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Utilizing Reinforcement Learning for Bottom-Up part-wise Reconstruction of 2D Wire-Frame Projections

This work concerns itself with the task of reconstructing all edges of an arbitrary 3D wire-frame ...

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Beacon2Science: Enhancing STEREO/HI beacon data1 with machine learning for efficient CME tracking

Observing and forecasting coronal mass ejections (CME) in real-time is crucial due to the strong g...

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SimWorld: A Unified Benchmark for Simulator-Conditioned Scene Generation via World Model

With the rapid advancement of autonomous driving technology, a lack of data has become a major obs...

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Toward Generative 6G Simulation: An Experimental Multi-Agent LLM and ns-3 Integration

The move toward open Sixth-Generation (6G) networks necessitates a novel approach to full-stack si...

DPCS: Path Tracing-Based Differentiable Projector-Camera Systems

Projector-camera systems (ProCams) simulation aims to model the physical project-and-capture proce...

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Hybrid Rendering for Multimodal Autonomous Driving: Merging Neural and Physics-Based Simulation

Neural reconstruction models for autonomous driving simulation have made significant strides in re...

7ABAW-Compound Expression Recognition via Curriculum Learning

With the advent of deep learning, expression recognition has made significant advancements. Howeve...

MatchMaker: Automated Asset Generation for Robotic Assembly

Robotic assembly remains a significant challenge due to complexities in visual perception, functio...

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AdaSin: Enhancing Hard Sample Metrics with Dual Adaptive Penalty for Face Recognition

In recent years, the emergence of deep convolutional neural networks has positioned face recogniti...

Prediction of Halo Coronal Mass Ejections Using SDO/HMI Vector Magnetic Data Products and a Transformer Model

We present a transformer model, named DeepHalo, to predict the occurrence of halo coronal mass eje...

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GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks

Physical manipulation of garments is often crucial when performing fabric-related tasks, such as h...

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Time-Varying Coronary Artery Deformation: A Dynamic Skinning Framework for Surgical Training

Purpose: This study proposes a novel anatomically-driven dynamic modeling framework for coronary a...

Designing VR Simulation System for Clinical Communication Training with LLMs-Based Embodied Conversational Agents

VR simulation in Health Professions (HP) education demonstrates huge potential, but fixed learning...

MedSimAI: Simulation and Formative Feedback Generation to Enhance Deliberate Practice in Medical Education

Medical education faces challenges in scalability, accessibility, and consistency, particularly in...

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Learning Vision-Based Neural Network Controllers with Semi-Probabilistic Safety Guarantees

Ensuring safety in autonomous systems with vision-based control remains a critical challenge due t...

Eeyore: Realistic Depression Simulation via Supervised and Preference Optimization

Large Language Models (LLMs) have been previously explored for mental healthcare training and ther...

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CurricuVLM: Towards Safe Autonomous Driving via Personalized Safety-Critical Curriculum Learning with Vision-Language Models

Ensuring safety in autonomous driving systems remains a critical challenge, particularly in handli...

Learning a High-quality Robotic Wiping Policy Using Systematic Reward Analysis and Visual-Language Model Based Curriculum

Autonomous robotic wiping is an important task in various industries, ranging from industrial manu...

Learning to Teach AI: Understanding the Needs of Healthcare Professionals.

As Artificial Intelligence (AI) technologies become more integrated into clinical settings to optimi...

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Feb 2025 39968547
SurGrID: Controllable Surgical Simulation via Scene Graph to Image Diffusion

Surgical simulation offers a promising addition to conventional surgical training. However, availa...

Educating a Responsible AI Workforce: Piloting a Curricular Module on AI Policy in a Graduate Machine Learning Course

As artificial intelligence (AI) technologies begin to permeate diverse fields-from healthcare to e...

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