Public Health & Policy

Medical Education

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

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Pareto-Guided Optimization for Uncertainty-Aware Medical Image Segmentation

Uncertainty in medical image segmentation is inherently non-uniform, with boundary regions exhibitin...

From Atoms to Chains: Divergence-Guided Reasoning Curriculum for Unlabeled LLM Domain Adaptation

Adapting Large Language Models (LLMs) to specialized domains without human-annotated data is a cruci...

Larger than memory image processing

This report addresses larger-than-memory image analysis for petascale datasets such as 1.4 PB electr...

Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation

Sustainability is becoming increasingly critical in the maritime transport, encompassing both enviro...

Drastic changes in collaboration networks and publication patterns in research using the CDC WONDER dataset

The growth of generative AI and easily available Open Access health datasets has transformed researc...

Image2Garment: Simulation-ready Garment Generation from a Single Image

Estimating physically accurate, simulation-ready garments from a single image is challenging due to ...

Proceedings of the Association for Pathology Informatics Bootcamp 2023: Ethics, equity, and regulations.

The Pathology Informatics Bootcamp is held annually at the Pathology Informatics Summit and provides...

Aug 2025 40534902
Digital Wargames to Enhance Military Medical Evacuation Decision-Making

Medical evacuation is one of the United States Army's most storied and critical mission sets, resp...

Integrated Open-Source Framework for Simulation of Transcatheter Pulmonary Valves in Native Right Ventricular Outflow Tracts

Background - Pulmonary insufficiency is a consequence of transannular patch repair in Tetralogy of...

MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos

Recent advances in video generation have shown remarkable progress in open-domain settings, yet me...

Teaching Sustainable Creative Technologies

Artists and especially new media artists contribute to public perceptions and adoption of new tech...

A COMPASS to Model Comparison and Simulation-Based Inference in Galactic Chemical Evolution

We present COMPASS, a novel simulation-based inference framework that combines score-based diffusi...

CLIP-RL: Surgical Scene Segmentation Using Contrastive Language-Vision Pretraining & Reinforcement Learning

Understanding surgical scenes can provide better healthcare quality for patients, especially with ...

A Fuzzy Supervisor Agent Design for Clinical Reasoning Assistance in a Multi-Agent Educational Clinical Scenario Simulation

Assisting medical students with clinical reasoning (CR) during clinical scenario training remains ...

Efficient stochastic simulation of gene regulatory networks using hybrid models of transcriptional bursting

Single-cell data reveal the presence of biological stochasticity between cells of identical genome...

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning

Instruction-based image editing (IIE) has advanced rapidly with the success of diffusion models. H...

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Iterative Misclassification Error Training (IMET): An Optimized Neural Network Training Technique for Image Classification

Deep learning models have proven to be effective on medical datasets for accurate diagnostic predi...

SonoGym: High Performance Simulation for Challenging Surgical Tasks with Robotic Ultrasound

Ultrasound (US) is a widely used medical imaging modality due to its real-time capabilities, non-i...

PGOV3D: Open-Vocabulary 3D Semantic Segmentation with Partial-to-Global Curriculum

Existing open-vocabulary 3D semantic segmentation methods typically supervise 3D segmentation mode...

A Literature Review on Simulation in Conversational Recommender Systems

Conversational Recommender Systems (CRSs) have garnered attention as a novel approach to deliverin...

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