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Healthcare Leadership, Policy & Digital Health News India > Blog > Frontline Focus > AIIMS Deploys Advanced AI Tool to Accelerate Chest X-Ray Reporting and Enhance Diagnostic Efficiency

AIIMS Deploys Advanced AI Tool to Accelerate Chest X-Ray Reporting and Enhance Diagnostic Efficiency

Published: January 12, 2026
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The All India Institute of Medical Sciences (AIIMS) New Delhi has successfully deployed an indigenous AI-powered tool designed to significantly speed up chest X-ray reporting while maintaining high diagnostic accuracy. The system assists radiologists by automatically detecting and highlighting abnormalities, prioritising urgent cases, and generating preliminary reports reducing turnaround time from hours to minutes in many instances.

Glimpse:

Developed in collaboration with Indian AI researchers and validated through extensive clinical testing at AIIMS, the tool focuses on common chest pathologies including pneumonia, tuberculosis, lung nodules, cardiomegaly, and pleural effusion. Early results from real-world deployment show a 60โ€“70% reduction in average reporting time for routine cases, improved detection of subtle findings, and better workload management for the instituteโ€™s radiology department, which handles thousands of chest X-rays daily.

The All India Institute of Medical Sciences (AIIMS) New Delhi has taken a major step forward in modernising its radiology services by deploying a sophisticated AI-based chest X-ray analysis tool across its main campus. The indigenous solution, developed through a multi-institutional collaboration involving AIIMS faculty, IIT researchers, and private AI partners, is now integrated into the daily reporting workflow of the Department of Radiodiagnosis.

The AI tool functions as a powerful second reader and triage assistant. Upon receiving a chest X-ray, it rapidly analyses the image, identifies key abnormalities, and generates a preliminary report highlighting findings such as consolidation, cavitation, pleural effusion, cardiomegaly, hilar lymphadenopathy, and suspected nodules or masses. The system uses deep learning models trained on a large, diverse dataset of Indian patient X-rays, ensuring relevance to local disease patternsโ€”particularly tuberculosis, which remains highly prevalent in the country.

Radiologists receive the AI-generated preliminary interpretation alongside the original image, allowing them to quickly confirm, modify, or override suggestions. Urgent or high-risk cases are automatically flagged for priority review, while routine normal or low-probability studies can be cleared faster. Initial data from the first months of deployment indicate a 60โ€“70% reduction in average reporting time for non-complex cases, with no significant drop in diagnostic accuracy compared to traditional manual reporting.

Prof. Smita Manchanda, Head of the Department of Radiodiagnosis at AIIMS, described the tool as โ€œa game-changer for high-volume public hospitals.โ€ She noted that the department routinely handles thousands of chest X-rays daily, and the AI system has helped relieve pressure on radiologists while ensuring critical findings are not overlooked.

The tool has been rigorously validated through internal studies and is compliant with Indian regulatory standards for clinical decision support software. It is designed to function as an assistive aid, with final reporting authority remaining with the radiologist. Patient data privacy is maintained through strict de-identification and secure on-premise processing.

AIIMS plans to continue refining the model with ongoing feedback from its clinicians and to explore expansion to other imaging modalities, including CT chest and musculoskeletal X-rays. The deployment is seen as a model for other public sector hospitals across India, where radiologist shortages and high caseloads remain major challenges.

The initiative aligns with the Government of Indiaโ€™s broader push to integrate AI responsibly into public healthcare under the IndiaAI Mission and Ayushman Bharat Digital Mission frameworks.

โ€œThis AI tool is not replacing radiologists it is empowering them. By handling routine analysis and flagging urgent cases, it allows our experts to focus on the most complex interpretations and deliver faster, safer care to patients.โ€

By

HB Team

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