DocumentCode :
3203439
Title :
Ciliary motility activity measurement using a dense optical flow algorithm
Author :
Parrilla, Eduardo ; Armengot, Miguel ; Mata, Mario ; Cortijo, Julio ; Riera, Jaime ; Hueso, Jose L. ; Moratal, David
Author_Institution :
Biomech. Inst. of Valencia, Valencia, Spain
fYear :
2013
fDate :
3-7 July 2013
Firstpage :
4446
Lastpage :
4449
Abstract :
Persistent respiratory syncytial virus (RSV) infections have been associated with the exacerbation of chronic inflammatory diseases, including chronic obstructive pulmonary disease (COPD). This virus infects the respiratory epithelium, leading to chronic inflammation, and induces the release of mucins and the loss of cilia activity, two factors that determine mucus clearance and the increase in sputum volume. In this study, an automatic method has been established to determine the ciliary motility activity from cell cultures by means of optical flow computation, and has been applied to 136 control cultures and to 144 RSV-infected cultures. The control group presented an average of cell surface with cilia motility per field of 41 ± 15 % (mean ± standard deviation), while the infected group presented a 11 ± 5 %, tStudent p<;0.001. The cutoff value to classify a infected specimen was <;17.89 % (sensitivity 0.94, specificity 0.93). This methodology has proved to be a robust technique to evaluate cilia motility in cell cultures.
Keywords :
biomedical measurement; biomedical optical imaging; cell motility; diseases; image sequences; lung; medical image processing; microorganisms; pneumodynamics; COPD; RSV-infected cultures; automatic method; cell cultures; cell surface; chronic inflammatory diseases; chronic obstructive pulmonary disease; cilia activity; cilia motility; ciliary motility activity measurement; dense optical flow algorithm; exacerbation; mucins; mucus clearance; persistent respiratory syncytial virus infections; respiratory epithelium; sputum volume; Computer vision; Diseases; Educational institutions; Image motion analysis; Immune system; Microscopy; Polynomials;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2013.6610533
Filename :
6610533
Link To Document :
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