DocumentCode
1486467
Title
A proposed taxonomy for nailfold capillaries based on their morphology
Author
Jones, B.F. ; Oral, M. ; Morris, C.W. ; Ring, E.F.J.
Author_Institution
Sch. of Comput., Univ. of Glamorgan, Pontypridd, UK
Volume
20
Issue
4
fYear
2001
fDate
4/1/2001 12:00:00 AM
Firstpage
333
Lastpage
341
Abstract
Certain diseases cause permanent changes to the shapes and densities of nailfold capillaries and, therefore, nailfold capillaroscopy is important as a tool for diagnosing and monitoring these diseases. The first aim of the project is to resolve differences in terminology that have developed over the years in previous work. We propose a taxonomy for nailfold capillaries that cover six descriptive classes: cuticulis, open, tortuous, crossed, bushy, and bizarre. The first three are parametric in that they may be distinguished by the ratio of capillary length to width and by the curvature of the capillary limbs. The last three are characterized by their topology; a crossed capillary has a closed area that is not connected to the image background. Bushy and bizarre capillaries have atypical shapes that are characterized by the convex hull of their skeleton. These descriptive classes may be modified according to anomalies in width and length. The second aim is to automate the classification of capillaries by encapsulating the taxonomy in an algorithm; our computer program rivals the most experienced clinicians in classifying capillaries consistently with an overall agreement of 85%, with the clinicians´ majority view. This was particularly valuable in classifying borderline shapes objectively and consistently.
Keywords
biomedical imaging; blood vessels; diseases; haemorheology; image classification; mathematical morphology; medical image processing; optical microscopy; patient monitoring; algorithm; atypical shapes; bizarre; borderline shapes; bushy; capillary length; capillary limb curvature; capillary width; closed area; computer program; convex hull; crossed; crossed capillary; cuticulis; densities; descriptive classes; diagnosis; diseases; image background; monitorin; morphology; nailfold capillaries; nailfold capillaroscopy; open; parametric; permanent changes; shapes; six descriptive classes; skeleton; taxonomy; terminology; topology; tortuous; Diseases; Microscopy; Monitoring; Morphology; Pattern classification; Shape control; Skeleton; Taxonomy; Terminology; Topology; Capillaries; Classification; Humans; Microscopic Angioscopy; Nails; Terminology as Topic;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/42.921482
Filename
921482
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