Automatic Pulmonary Function Estimation From Chest CT Scans Using Deep Regression Neural Networks: The Relation Between Structure and Function in Systemic Sclerosis

Automatic Pulmonary Function Estimation From Chest CT Scans Using Deep Regression Neural Networks: The Relation Between Structure and Function in Systemic Sclerosis

Pulmonary function tests (PFTs) play an important role in screening and following-up pulmonary involvement in systemic sclerosis (SSc). However, some patients are not able to perform PFTs due to contraindications. In addition, it is unclear how lung function is affected by changes in lung structure...

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Bibliographic Details
Main Authors: Jingnan Jia, Emiel R. Marges, Jeska K. De Vries-Bouwstra, Maarten K. Ninaber, Lucia J. M. Kroft, Anne A. Schouffoer, Marius Staring, Berend C. Stoel
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Pulmonary lung function
deep learning
computerized tomography
systemic sclerosis
Online Access:https://ieeexplore.ieee.org/document/10330905/

Internet

https://ieeexplore.ieee.org/document/10330905/

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