Artificial Intelligence 2025-04-01
Autonomous AI for Multi-Pathology Detection in Chest X-Rays
A multi-site study evaluating autonomous AI systems for detecting multiple pathologies in chest X-rays across the Indian healthcare system, demonstrating scalable diagnostic accuracy in resource-constrained environments.
5C Network Research Team · arXiv · DOI: 10.48550/arXiv.2504.00022
Key Findings
- Multi-site validation across diverse Indian clinical settings demonstrates consistent AI diagnostic performance
- Autonomous detection of multiple chest X-ray pathologies reduces radiologist workload in high-volume centers
- System achieves clinically acceptable sensitivity and specificity across common thoracic findings
- Addresses the critical shortage of radiologists in India's tier-2 and tier-3 healthcare facilities
