Public Health & Policy

Medical Education

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

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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...

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...

Model Order Reduction from Data with Certification

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

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...

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...

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...

SOLAS: Superpositioning an Optical Lens in Automotive Simulation

Automotive Simulation is a potentially cost-effective strategy to identify and test corner case sc...

X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding

Long-form egocentric video understanding provides rich contextual information and unique insights ...

Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels

Accurate medical image segmentation is often hindered by noisy labels in training data, due to the...

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GIT-CXR: End-to-End Transformer for Chest X-Ray Report Generation

Medical imaging is crucial for diagnosing, monitoring, and treating medical conditions. The medica...

MRG: A Multi-Robot Manufacturing Digital Scene Generation Method Using Multi-Instance Point Cloud Registration

A high-fidelity digital simulation environment is crucial for accurately replicating physical oper...

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PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents

Recent advances in large language models (LLMs) have accelerated the development of conversational...

Prediction of Geoeffective CMEs Using SOHO Images and Deep Learning

The application of machine learning to the study of coronal mass ejections (CMEs) and their impact...

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Bridging model and experiment in systems neuroscience with Cleo: the Closed-Loop, Electrophysiology, and Optophysiology simulation testbed

Systems neuroscience has experienced an explosion of new tools for reading and writing neural activi...

FixGrower: An efficient and robust curriculum for shaping fixation behavior in rodents

Center-port fixation is a common prerequisite for many freely-moving rodent tasks in neuroscience an...

CryoPhold: CryoEM meets AlphaFold and molecular simulation to reveal protein dynamics

Here we are introducing CryoPhold, a modular workflow that unifies AlphaFold-based ensemble generati...

vcfsim: flexible simulation of all-sites VCFs with missing data

VCFs are the most widely used data format for encoding genetic variation. By design, standard VCFs d...

Molecular dynamics simulation of the truncated NMDA receptor in the open state

The GluN1/GluN2A N-methyl-D-aspartate receptor (NMDAR) is a critical ligand-gated ion channel in the...

Designing proteins with reduced T-cell epitopes through policy optimization

Deep generative models for protein structure and sequence are increasingly used to design proteins w...

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