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#clinical-assessment News & Analysis

2 articles tagged with #clinical-assessment. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · Mar 176/10
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QuarkMedBench: A Real-World Scenario Driven Benchmark for Evaluating Large Language Models

Researchers introduced QuarkMedBench, a new benchmark for evaluating large language models on real-world medical queries using over 20,000 queries across clinical care scenarios. The benchmark addresses limitations of current medical AI evaluations that rely on multiple-choice questions by using an automated scoring framework that achieves 91.8% concordance with clinical expert assessments.

AIBullisharXiv – CS AI · Mar 36/106
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Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation

Researchers developed KG-Followup, a knowledge graph-augmented large language model system that generates medical follow-up questions for pre-diagnostic assessment. The system combines structured medical domain knowledge with LLMs to improve clinical diagnosis efficiency, outperforming existing methods by 5-8% in recall benchmarks.