Are estimations of radiomic image markers dispensable due to recent deep learning findings?

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

(2019) Diego Ardila et al.   NATURE MEDICINE

Radiomic Measures from Chest HRCT Associated with Lung Function in Sarcoidosis

(2019) Sarah M. Ryan et al.   EUROPEAN RESPIRATORY JOURNAL

Quantitative computed tomography applied to interstitial lung diseases

(2018) Martin Obert et al.   EUROPEAN JOURNAL OF RADIOLOGY

It's time to evolve from Scadding: phenotyping sarcoidosis

(2018) Daniel A. Culver et al.   EUROPEAN RESPIRATORY JOURNAL

Deep learning for classifying fibrotic lung disease on high-resolution computed tomography: a case-cohort study

(2018) Simon L F Walsh et al.   Lancet Respiratory Medicine

99mTc-anti-TNF-α antibody for the imaging of disease activity in pulmonary sarcoidosis

(2016) Roeland Vis et al.   EUROPEAN RESPIRATORY JOURNAL

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Sarcoidosis-associated fatigue

(2012) Marjolein Drent et al.   EUROPEAN RESPIRATORY JOURNAL

A Concise Review of Pulmonary Sarcoidosis

(2010) Robert P. Baughman et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE