Fig. 1From: Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: challenges and solutionsAn overview of challenges and solutions in our machine learning application, and our analysis pipeline. a Challenges and solutions in machine learning application. b Analysis pipeline in the development and evaluation of a molecular genomic classifier to predict usual interstitial pneumonia (UIP) pattern in interstitial lung disease (ILD) patientsBack to article page