Public Health & Policy

Medical Education

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

2,890 articles
Stay Ahead - Weekly Medical Education research updates
Subscribe
Browse Categories
Showing 904-924 of 2,890 articles
Teaching Video Generators to Remember: Eliciting Dynamic Memory for Out-of-Sight State Evolution

Video world models should maintain evolving states when evidence is unobserved, yet current generato...

Dual-Pathway Geometry-Aware MLLM for Spatial Intelligence

Spatial understanding of the physical world from 2D visual inputs hinges on two complementary forms ...

Rethinking Scribble-Guided Image Editing: Generalization, Instruction Adherence, and Multi-Tasking

Scribble-guided image editing allows users to combine simple scribble annotations with text prompts ...

From Contrast to Consistency: Rethinking Event-based Continuous-Time Optical Flow Estimation

Estimating continuous optical flow is a fundamental yet challenging problem in dynamic visual percep...

TriSplat: Simulation-Ready Feed-Forward 3D Scene Reconstruction

Sparse-view 3D reconstruction is increasingly addressed with feed-forward splatting networks that pr...

Curriculum Group Policy Optimization: Adaptive Sampling for Unleashing the Potential of Text-to-Image Generation

Text-to-Image (T2I) generation has achieved remarkable progress in recent years. Meanwhile, reinforc...

Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning

Digital entities such as AI agents and humanoid robots increasingly operate alongside real humans, y...

ML-based Fast Simulation of FARICH Responses

A fast simulation of the detector response is a vital task in high-energy physics (HEP). Traditional...

A Longitudinal Clinical Foundation Model on Nationwide Veteran Health Trajectories

We present VA-LLM, a 1.62-billion-parameter autoregressive transformer pre-trained from scratch on 1...

Segmentation and profile-based classification of movement strategies from animal tracking data

1. Classifying animal movement strategies from GPS tracking data is essential for understanding spac...

Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model

Sepsis management in the ICU requires sequential treatment decisions under rapidly evolving patient ...

SceneParser: Hierarchical Scene Parsing for Visual Semantics Understanding

General scene perception has progressed from object recognition toward open-vocabulary grounding, pa...

Efficient Adjoint Matching for Fine-tuning Diffusion Models

Reward fine-tuning has become a common approach for aligning pretrained diffusion and flow models wi...

Bin Latent Transformer (BiLT): A shift-invariant autoencoder for calibration-free spectral unmixing of turbid media

The accurate recovery of constituent-level optical properties from integrating sphere measurements i...

PrivacySIM: Evaluating LLM Simulation of User Privacy Behavior

Large language models (LLMs) are increasingly used to simulate human behavior, but their ability to ...

MolSight: Molecular Property Prediction with Images

Every molecule ever synthesised can be drawn as a 2D skeletal diagram, yet in modern property predic...

Clin-JEPA: A Multi-Phase Co-Training Framework for Joint-Embedding Predictive Pretraining on EHR Patient Trajectories

We present Clin-JEPA, a multi-phase co-training framework for joint-embedding predictive (JEPA) pret...

Simulation-conditioned generative modeling for biologically realistic pattern prediction

Pattern formation underlies biological organization across scales, but predicting experimentally obs...

Neural Network Guided Calibration for Fast Virtual Twin Generation in Cardiovascular ODE Models

Calibration of closed-loop lumped-parameter cardiovascular models remains a major bottleneck for sca...

AniMatrix: An Anime Video Generation Model that Thinks in Art, Not Physics

Video generation models internalize physical realism as their prior. Anime deliberately violates phy...

A generative reference grammar of healthy TCR repertoires reveals cancer-associated immune remodeling

T-cell receptor (TCR) repertoires encode the organization of adaptive immunity and its reshaping by ...

Browse Categories