DocumentCode :
1487279
Title :
Frequency-Domain Optical Tomographic Imaging of Arthritic Finger Joints
Author :
Hielscher, A.H. ; Hyun Keol Kim ; Montejo, Ludguier D ; Blaschke, S. ; Netz, U.J. ; Zwaka, P.A. ; Illing, G. ; Muller, G.A. ; Beuthan, J.
Author_Institution :
Depts. of Biomed. Eng., Columbia Univ., New York, NY, USA
Volume :
30
Issue :
10
fYear :
2011
Firstpage :
1725
Lastpage :
1736
Abstract :
We are presenting data from the largest clinical trial on optical tomographic imaging of finger joints to date. Overall we evaluated 99 fingers of patients affected by rheumatoid arthritis (RA) and 120 fingers from healthy volunteers. Using frequency-domain imaging techniques we show that sensitivities and specificities of 0.85 and higher can be achieved in detecting RA. This is accomplished by deriving multiple optical parameters from the optical tomographic images and combining them for the statistical analysis. Parameters derived from the scattering coefficient perform slightly better than absorption derived parameters. Furthermore we found that data obtained at 600 MHz leads to better classification results than data obtained at 0 or 300 MHz.
Keywords :
biomedical optical imaging; bone; diseases; frequency-domain analysis; image classification; medical image processing; optical tomography; statistical analysis; arthritic finger joints; frequency domain optical tomographic imaging; image classification; optical parameters; rheumatoid arthritis; statistical analysis; Biomedical optical imaging; Diseases; Joints; Optical imaging; Optical scattering; Tomography; Computer aided diagnostics; light propagation in tissue; optical tomography; rheumatoid arthritis (RA); Adult; Aged; Algorithms; Area Under Curve; Arthritis, Rheumatoid; Case-Control Studies; Diagnosis, Computer-Assisted; Female; Finger Joint; Fourier Analysis; Humans; Male; Middle Aged; ROC Curve; Sensitivity and Specificity; Tomography, Optical;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2011.2135374
Filename :
5741853
Link To Document :
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