Latest AI and machine learning research in patient safety / risk management for healthcare professionals.
Fine-grained rectification of existing generations under a limited additional budget remains a key p...
Multi-agent language-model systems increasingly assign roles to agents and let them deliberate. A ro...
BackgroundA primary constraint on the capacity of EMS programs to meet industry demand is psychomoto...
Automated checks of radiology reports may rely on AI-generated checklists that leave findings unment...
Multimodal models are increasingly shifting toward unified architectures that understand and generat...
An organization often holds too little labeled data to train a model that generalizes, and the recor...
Rubric-based reinforcement learning (Rubric-RL) trains language models where no verifier exists. A j...
Counterfactual explanations for graph neural networks (GNNs) find the minimal intervention that flip...
Panvascular intervention research requires evidence workflows that preserve source identity, outcome...
Online A/B experiments are the decision standard for user engagement, but traffic and readout time l...
Federated learning enables collaborative training without sharing patient-level data, but most studi...
Membership inference attacks (MIAs) are widely used to audit the privacy disclosure risk of machine ...
Large language models (LLMs) are increasingly used in scientific writing, but the conditions under w...
Large language models now answer medical questions with expert-level performance. However, the conte...
Large language models perform well on medical examinations, but users routinely challenge their answ...
Background: Systematic reviews of clinical prediction models increasingly include studies using arti...
Background. Cardiovascular-outcomes trials are lengthy, costly, and associated with substantial unce...
Recent offline reinforcement learning (RL) studies report policies that outperform physician decisio...
Systematic reviews, scoping reviews, mapping studies, and related evidence syntheses are increasingl...
Real-world image search queries are multimodal and compositional: ``find this shirt in pink'' specif...
Personalized interpretation of medical reports has emerged as an increasingly important need among p...