The article discusses a study by S. Park and colleagues on the imaging follow-up protocol and risk stratification for interstitial lung abnormalities (ILAs). Topics include the challenge faced by the study of screening and enrolling participants with ILAs for retrospective analysis, the growing role of artificial intelligence (AI), and aspects of the study that need to be noted.