The Coincidental Findings of Lung Nodules with AI-assisted Chest X-Rays in the Tuberculosis Screening Project at Phra Nakhon Si Ayutthaya District

Authors

  • Prakaitip Susilparat Phra Nakhon Si Ayutthaya Hospital

Keywords:

ai-assisted chest x-ray, lung cancer screening, lung nodule, early detection

Abstract

Objective: Thailand implements a policy for pulmonary tuberculosis screening among patients with chronic diseases, but lung cancer screening is not included in the national policy. Since chest X-ray can reveal a variety of abnormalities. In addition to tuberculosis, lung nodules may also be found. This study determined the cancer detection rate and describe outcomes of an AI-assisted chest X-ray screening program integrated within community-based pulmonary tuberculosis screening. Methods: A retrospective descriptive study was conducted among individuals with chronic diseases who attended the pulmonary tuberculosis screening project in Phra Nakhon Si Ayutthaya District, which was implemented from February to May 2024. When chest X-ray images were obtained from the mobile X-ray unit-vehicle, the analysis process was performed: the first step involved a family physician using an AI-assisted Chest X-ray. If any abnormalities are found, the second step is to refer the results to a radiologist for official interpretation. In case of a suspected malignant lung nodule, the radiologist will recommend a CT scan or a follow-up. Results:  A total of 2,597 individuals with chronic diseases were screened for tuberculosis, comprising 816 males (31.4%) and 1,781 females (68.6%), with an average age of 62.87 years (male average, 62.11 years; female average, 63.22 years). Indeterminate Pulmonary Nodules (IPN) and granulomatous nodules were detected in various sizes and types, totaling 77 (2.96%). The radiologist recommended a chest CT scan for 39 (1.50%). After a 1-year follow-up, 23 (0.89%) underwent chest CT scans as recommended, and 4 participants were diagnosed with lung cancer, yielding a Cancer Detection Rate of 1.54 per 1,000. Conclusion: Integrating AI-assisted chest X-ray interpretation into the existing community-based pulmonary tuberculosis screening program is feasible.

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Published

2025-12-30

How to Cite

1.
Susilparat P. The Coincidental Findings of Lung Nodules with AI-assisted Chest X-Rays in the Tuberculosis Screening Project at Phra Nakhon Si Ayutthaya District. JPMAT [internet]. 2025 Dec. 30 [cited 2026 Feb. 1];15(3):583-99. available from: https://he01.tci-thaijo.org/index.php/JPMAT/article/view/282352