Automated assessment of absolute nailfold capillary number on videocapillaroscopic images: Proof of principle and validation in systemic sclerosis

被引:61
|
作者
Cutolo, Maurizio [1 ]
Trombetta, Amelia C. [1 ]
Melsens, Karin [2 ,3 ]
Pizzorni, Carmen [1 ]
Sulli, Alberto [1 ]
Ruaro, Barbara [1 ]
Paolino, Sabrina [1 ]
Deschepper, Ellen [4 ]
Smith, Vanessa [2 ,3 ]
机构
[1] Univ Genoa, San Martino Polyclin Hosp, Dept Internal Med, Res Lab & Acad Div Clin Rheumatol, Genoa, Italy
[2] Ghent Univ Hosp, Dept Rheumatol, Ghent, Belgium
[3] Univ Ghent, Dept Internal Med, Ghent, Belgium
[4] Univ Ghent, Dept Publ Hlth, Biostat Unit, Ghent, Belgium
关键词
automated capillary count; imaging; nailfold videocapillaroscopy; Raynaud's phenomenon; systemic sclerosis; FINGERTIP BLOOD PERFUSION; MICROVASCULAR CHANGES; PREDICTIVE-VALUE; VESSEL DENSITY; RELIABILITY; SKIN; REPRODUCIBILITY; MULTICENTER; INDICATOR; PROPOSAL;
D O I
10.1111/micc.12447
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Absolute nailfold capillary number should be a putative biomarker in selected rheumatic diseases but could be time-consuming and not highly repeatable. Objective: To validate an automated software for absolute nailfold capillary number and density evaluation, on NVC images in SSc. Methods: An automated software to count nailfold capillary number (AUTOCAPI) had been constructed, through an exploratory image set. Subsequently, application rules have been created to define the ROI in NVC images, through a training images set. The software reliability was assessed through calculation of the ICC between automatic and manual counting, by four independent observers, on the same NVC images. Results: The following ICC's were obtained per observer, for the patients with SSc (40 images), the healthy (20 images), and the PRP subgroups (20 images), respectively: 0.94, 0.81, and 0.62 (observer 1); 0.94, 0.91, and 0.67 (observer 2); 0.88, 0.56, and 0.64 (observer 3); and 0.88, 0.85, and 0.85 (observer 4). Conclusions: The validation of an automated software for measuring absolute nailfold capillary number and density in SSc was achieved. The integration into the pre-existing imaging software should make the assessment of the capillary number in NVC easier, quicker, and standardized.
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页数:9
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