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High\u2010resolution computed tomography (HRCT) is widely considered the gold standard for the noninvasive assessment of ILD; however, its interpretation is constrained by substantial interobserver variability and the need for time\u2010consuming expert evaluation. Computer\u2010based image analysis, including artificial intelligence, has emerged as a promising approach for the automated, objective, and quantitative analysis of HRCT images. This method enables precise volumetric assessment of parenchymal alterations and facilitates pattern classification with unprecedented accuracy and efficiency. 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