Public Health & Policy

Medical Education

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

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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...

Zero-Shot Sim-to-Real Visual Quadrotor Control with Hard Constraints

We present the first framework demonstrating zero-shot sim-to-real transfer of visual control poli...

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...

Simulation of prosthetic vision with PRIMA system and enhancement of face representation

Objective. Patients implanted with the PRIMA photovoltaic subretinal prosthesis in geographic atro...

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

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

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...

Shared Autonomy for Proximal Teaching

Motor skill learning often requires experienced professionals who can provide personalized instruc...

GraphRank Pro+: Advancing Talent Analytics Through Knowledge Graphs and Sentiment-Enhanced Skill Profiling

The extraction of information from semi-structured text, such as resumes, has long been a challeng...

SYNTHIA: Novel Concept Design with Affordance Composition

Text-to-image (T2I) models enable rapid concept design, making them widely used in AI-driven desig...

GOD model: Privacy Preserved AI School for Personal Assistant

Personal AI assistants (e.g., Apple Intelligence, Meta AI) offer proactive recommendations that si...

Eeyore: Realistic Depression Simulation via Supervised and Preference Optimization

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

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...

Conveniently Identify Coils in Inductive Power Transfer System Using Machine Learning

High-frequency inductive power transfer (IPT) has garnered significant attention in recent years d...

HOMIE: Humanoid Loco-Manipulation with Isomorphic Exoskeleton Cockpit

Generalizable humanoid loco-manipulation poses significant challenges, requiring coordinated whole...

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...

Feb 2025 39968547
Personality Structured Interview for Large Language Model Simulation in Personality Research

Although psychometrics researchers have recently explored the use of large language models (LLMs) ...

Exploring LLM-based Student Simulation for Metacognitive Cultivation

Metacognitive education plays a crucial role in cultivating students' self-regulation and reflecti...

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...

Enhancing healthcare infrastructure resilience through agent-based simulation methods

Critical infrastructures face demanding challenges due to natural and human-generated threats, suc...

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