A Handcrafted Radiomics-Based Model for the Diagnosis of Usual Interstitial Pneumonia in Patients with Idiopathic Pulmonary Fibrosis

A Handcrafted Radiomics-Based Model for the Diagnosis of Usual Interstitial Pneumonia in Patients with Idiopathic Pulmonary Fibrosis

The most common idiopathic interstitial lung disease (ILD) is idiopathic pulmonary fibrosis (IPF). It can be identified by the presence of usual interstitial pneumonia (UIP) via high-resolution computed tomography (HRCT) or with the use of a lung biopsy. We hypothesized that a CT-based approach usin...

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Bibliographic Details
Main Authors: Turkey Refaee, Benjamin Bondue, Gaetan Van Simaeys, Guangyao Wu, Chenggong Yan, Henry C. Woodruff, Serge Goldman, Philippe Lambin
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Journal of Personalized Medicine
Subjects:
handcrafted radiomics
interstitial lung diseases
usual interstitial pneumonia
machine learning
Online Access:https://www.mdpi.com/2075-4426/12/3/373

Internet

https://www.mdpi.com/2075-4426/12/3/373

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