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Updated: Mar 14, 2026

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Advances in Imaging and Automated Quantification of Pulmonary Diseases in Non-neoplastic Diseases
Fernanda Balbinot1,2,3, Álvaro da Costa Batista Guedes4, Douglas Zaione Nascimento4
1Federal University of Health Sciences of Porto Alegre, Porto Alegre, Brazil. balbinotf@gmail.com.
Abstract:
Histological examination has always been the gold standard for the detection and quantification of lung remodeling. However, this method has some limitations regarding the invasiveness of tissue acquisition. Quantitative imaging methods enable the acquisition of valuable information on lung structure and function without the removal of tissue from the body; thus, they are useful for disease identification and follow-up. This article reviews the various quantitative imaging modalities used currently for the non-invasive study of chronic obstructive pulmonary disease, asthma, and interstitial lung diseases. Some promising computer-aided diagnosis methods are also described.
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