#clinical-assessment News & Analysis

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

3 articles

AINeutralarXiv – CS AI · Jun 235/10

🧠

PsyBridge: A Hybrid Intelligent Framework for Multi-Dimensional Mental Health Assessment and Decision Support

PsyBridge is a hybrid AI framework that integrates validated mental health screening tools (PHQ-9, GAD-7) with cognitive and personality assessments to provide interpretable, multi-dimensional mental health risk classification. The framework achieved 84% accuracy on a 500-patient semi-synthetic dataset, outperforming isolated screening instruments and demonstrating potential for digital healthcare and telehealth applications.

AINeutralarXiv – CS AI · Mar 176/10

🧠

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

🧠

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.