To Evaluate the Use of Radiomics to Classify Between Idiopathic Pulmonary Fibrosis and Interstitial Lung Disease

Multi-center Validation of a Radiomics Based Model for the Diagnosis of Idiopathic Pulmonary Fibrosis

To investigate the ability of machine learning models based on radiomic features extracted from thin-section CT images to differentiate IPF patients from non-IPF interstitial lung diseases.

Inclusion Criteria:

• UIP with final diagnosis in biopsy
• ILDs with final diagnosis in biopsy

Exclusion Criteria:

• patients with no biopsy confirmation