Evaluation of Progressive Architectural Distortion in Idiopathic Pulmonary Fibrosis Using Deformable Registration of Sequential CT Images.

Naofumi YasudaTae Iwasawa Tomohisa BabaToshihiro MisumiShihyao ChengShingo KatoDaisuke UtsunomiyaTakashi Ogura

Published in: Diagnostics (Basel, Switzerland) (2024)

The 3D-AD quantification derived from deformable registration of serial CT images serves as a marker of lung architectural distortion and a prognostic predictor in patients with IPF.

Keyphrases

idiopathic pulmonary fibrosis
image quality
deep learning
dual energy
convolutional neural network
computed tomography
contrast enhanced
interstitial lung disease
optical coherence tomography
multiple sclerosis
positron emission tomography
magnetic resonance imaging
rheumatoid arthritis
systemic sclerosis