Automated CT quantification methods for the assessment of interstitial lung disease in collagen vascular diseases: A systematic review

被引:15
作者
van Royen, Florien S. [1 ,2 ]
Moll, Sofia A. [3 ]
van Laar, Jacob M. [2 ,4 ]
van Montfrans, Joris M. [3 ]
de Jong, Pim A. [1 ,2 ]
Hoesein, Firdaus A. A. Mohamed [1 ,2 ]
机构
[1] Univ Med Ctr Utrecht, Div Imaging, Dept Radiol, Utrecht, Netherlands
[2] Univ Utrecht, Utrecht, Netherlands
[3] Wilhelmina Childrens Hosp Utrecht, Dept Paediat Immunol & Infect Dis, Utrecht, Netherlands
[4] Univ Med Ctr Utrecht, Dept Rheumatol & Clin Immunol, Utrecht, Netherlands
关键词
Systematic review; Lung diseases; Interstitial; Connective tissue diseases; Computed tomography; X ray; RESOLUTION COMPUTED-TOMOGRAPHY; IDIOPATHIC PULMONARY-FIBROSIS; SCLEROSIS; SCLERODERMA; DIAGNOSIS; MANIFESTATIONS; PREDICTORS; PATTERNS; EXTENT; HRCT;
D O I
10.1016/j.ejrad.2019.01.024
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Interstitial lung disease (ILD) is highly prevalent in collagen vascular diseases and reduction of ILD is an important therapeutic target. To that end, reliable quantification of pulmonary disease severity is of great significance. This study systematically reviewed the literature on automated computed tomography (CT) quantification methods for assessing ILD in collagen vascular diseases. PRISMA-DTA guidelines for systematic reviews were used and 19 original research articles up to January 2018 were included based on a MEDLINE/Pubmed and Embase search. Quantitative CT methods were categorized as histogram assessment (12 studies) or pattern/texture recognition (7 studies). R-2 for correlation with visual ILD scoring ranged from 0.143 (p < 0.01) to 0.687 (p < 0.0001), for FVC from 0.048 (p < 0.0001) to 0.504 (p < 0.0001) and for DLCO from 0.015 (p= 0.61) to 0.449 (p < 0.0001). Automated CT methods are independent of reader's expertise and are a promising tool in the quantification of ILD in collagen vascular disease patients.
引用
收藏
页码:200 / 206
页数:7
相关论文
共 37 条
[1]   Imaging of Pulmonary Manifestations of Connective Tissue Diseases [J].
Ahuja, Jitesh ;
Arora, Deepika ;
Kanne, Jeffrey P. ;
Henry, Travis S. ;
Godwin, J. David .
RADIOLOGIC CLINICS OF NORTH AMERICA, 2016, 54 (06) :1015-+
[2]   Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network [J].
Anthimopoulos, Marios ;
Christodoulidis, Stergios ;
Ebner, Lukas ;
Christe, Andreas ;
Mougiakakou, Stavroula .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 35 (05) :1207-1216
[3]  
Ariani A, 2014, J BIOL REG HOMEOS AG, V28, P507
[4]  
Ariani A., 2019, QUANTITATIVE CHEST C, DOI [10.1093/rheumatology/kew480(n.d.), DOI 10.1093/RHEUMATOLOGY/KEW480]
[5]   Operator-independent quantitative chest computed tomography versus standard assessment of interstitial lung disease related to systemic sclerosis: A multi-centric study [J].
Ariani, Alarico ;
Silva, Mario ;
Bravi, Elena ;
Saracco, Marta ;
Parisi, Simone ;
De Gennaro, Fabio ;
Lumetti, Federica ;
Idolazzi, Luca ;
Seletti, Valeria ;
Caramaschi, Paola ;
Benini, Camilla ;
Bodini, Flavio Cesare ;
Scire, Carlo Alberto ;
Lucchini, Gianluca ;
Santilli, Daniele ;
Mozzani, Flavio ;
Imberti, Davide ;
Arrigoni, Eugenio ;
Delsante, Giovanni ;
Pellerito, Raffaele ;
Fusaro, Enrico ;
Sverzellati, Nicola .
MODERN RHEUMATOLOGY, 2015, 25 (05) :724-730
[6]   HRCT diagnosis of diffuse parenchymal lung disease: interobserver variation [J].
Aziz, ZA ;
Wells, AU ;
Hansell, DM ;
Bain, GA ;
Copley, SJ ;
Desai, SR ;
Ellis, SM ;
Gleeson, FV ;
Grubnic, S ;
Nicholson, AG ;
Padley, SPG ;
Pointon, KS ;
Reynolds, JH ;
Robertson, RJH ;
Rubens, MB .
THORAX, 2004, 59 (06) :506-511
[7]   Lung CT densitometry in systemic sclerosis - Correlation with lung fuction, exercise testing, and quality of life [J].
Camiciottoli, Gianna ;
Orlandi, Ilaria ;
Bartolucci, Maurizio ;
Meoni, Eleonora ;
Nacci, Francesca ;
Diciotti, Stefano ;
Barcaroli, Chiara ;
Conforti, Maria Letizia ;
Pistolesi, Massimo ;
Matucci-Cerinic, Marco ;
Mascalchi, Mario .
CHEST, 2007, 131 (03) :672-681
[8]   Quantitative volumetric assessment of pulmonary involvement in patients with systemic sclerosis [J].
Cetincakmak, Mehmet Guli ;
Goya, Cemil ;
Hamidi, Cihad ;
Tekbas, Guven ;
Abakay, Ozlem ;
Batmaz, Ibrahim ;
Hattapoglu, Salih ;
Yavuz, Alpaslan ;
Bilici, Aslan .
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2016, 6 (01) :50-56
[9]   CT features of lung disease in patients with systemic sclerosis: Comparison with idiopathic pulmonary fibrosis and nonspecific interstitial pneumonia [J].
Desai, SR ;
Veeraraghavan, S ;
Hanser, DM ;
Nikolakopolou, A ;
Goh, NSL ;
Nicholson, AG ;
Colby, TV ;
Denton, CP ;
Black, CM ;
Ois, RMD ;
Wells, AU .
RADIOLOGY, 2004, 232 (02) :560-567
[10]   Lung Manifestations in the Rheumatic Diseases [J].
Doyle, Tracy J. ;
Dellaripa, Paul F. .
CHEST, 2017, 152 (06) :1283-1295