Comparison of Classification Methods for the Detection of Rheumatoid Arthritis with Optical Tomography

Ludguier D. Montejo; Julio D. Montejo; Hyun Keol Kim; Uwe J.  Netz; Christian D. Klose; Sabine  Blaschke; P.A.  Zwaka; Gerhard A.  Müller; Jürgen Beuthan; Andreas Hielscher

doi:https://doi.org/10.1364/BIOMED.2010.BWF2

Comparison of Classification Methods for the Detection of Rheumatoid Arthritis with Optical Tomography

Ludguier D. Montejo, Julio D. Montejo, Hyun Keol Kim, Uwe J. Netz, Christian D. Klose, Sabine Blaschke, P.A. Zwaka, Gerhard A. Müller, Jürgen Beuthan, Andreas Hielscher

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Using optical tomographic data from fingers affected by RA we compare the performance of 3 different classification methods. Linear discriminant and quadratic discriminant analysis methods yield high sensitivities while support-vector machine-based methods yield high specificities.

Original language	English (US)
Title of host publication	Biomedical Optics and 3-D Imaging, OSA Technical Digest (CD) (Optica Publishing Group, 2010)
DOIs	https://doi.org/10.1364/BIOMED.2010.BWF2
State	Published - 2010

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Montejo, L. D., Montejo, J. D., Kim, H. K., Netz, U. J., Klose, C. D., Blaschke, S., Zwaka, P. A., Müller, G. A., Beuthan, J., & Hielscher, A. (2010). Comparison of Classification Methods for the Detection of Rheumatoid Arthritis with Optical Tomography. In Biomedical Optics and 3-D Imaging, OSA Technical Digest (CD) (Optica Publishing Group, 2010) [BWF2] https://doi.org/10.1364/BIOMED.2010.BWF2

Comparison of Classification Methods for the Detection of Rheumatoid Arthritis with Optical Tomography. / Montejo, Ludguier D.; Montejo, Julio D.; Kim, Hyun Keol; Netz, Uwe J. ; Klose, Christian D.; Blaschke, Sabine ; Zwaka, P.A. ; Müller, Gerhard A. ; Beuthan, Jürgen; Hielscher, Andreas.

Biomedical Optics and 3-D Imaging, OSA Technical Digest (CD) (Optica Publishing Group, 2010). 2010. BWF2.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Montejo, LD, Montejo, JD, Kim, HK, Netz, UJ, Klose, CD, Blaschke, S, Zwaka, PA, Müller, GA, Beuthan, J & Hielscher, A 2010, Comparison of Classification Methods for the Detection of Rheumatoid Arthritis with Optical Tomography. in Biomedical Optics and 3-D Imaging, OSA Technical Digest (CD) (Optica Publishing Group, 2010)., BWF2. https://doi.org/10.1364/BIOMED.2010.BWF2

Montejo, Ludguier D. ; Montejo, Julio D. ; Kim, Hyun Keol ; Netz, Uwe J. ; Klose, Christian D. ; Blaschke, Sabine ; Zwaka, P.A. ; Müller, Gerhard A. ; Beuthan, Jürgen ; Hielscher, Andreas. / Comparison of Classification Methods for the Detection of Rheumatoid Arthritis with Optical Tomography. Biomedical Optics and 3-D Imaging, OSA Technical Digest (CD) (Optica Publishing Group, 2010). 2010.

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title = "Comparison of Classification Methods for the Detection of Rheumatoid Arthritis with Optical Tomography",

abstract = "Using optical tomographic data from fingers affected by RA we compare the performance of 3 different classification methods. Linear discriminant and quadratic discriminant analysis methods yield high sensitivities while support-vector machine-based methods yield high specificities.",

author = "Montejo, {Ludguier D.} and Montejo, {Julio D.} and Kim, {Hyun Keol} and Netz, {Uwe J.} and Klose, {Christian D.} and Sabine Blaschke and P.A. Zwaka and M{\"u}ller, {Gerhard A.} and J{\"u}rgen Beuthan and Andreas Hielscher",

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AU - Montejo, Ludguier D.

AU - Montejo, Julio D.

AU - Kim, Hyun Keol

AU - Netz, Uwe J.

AU - Klose, Christian D.

AU - Blaschke, Sabine

AU - Zwaka, P.A.

AU - Müller, Gerhard A.

AU - Beuthan, Jürgen

AU - Hielscher, Andreas

PY - 2010

Y1 - 2010

N2 - Using optical tomographic data from fingers affected by RA we compare the performance of 3 different classification methods. Linear discriminant and quadratic discriminant analysis methods yield high sensitivities while support-vector machine-based methods yield high specificities.

AB - Using optical tomographic data from fingers affected by RA we compare the performance of 3 different classification methods. Linear discriminant and quadratic discriminant analysis methods yield high sensitivities while support-vector machine-based methods yield high specificities.

U2 - https://doi.org/10.1364/BIOMED.2010.BWF2

DO - https://doi.org/10.1364/BIOMED.2010.BWF2

M3 - Conference contribution

BT - Biomedical Optics and 3-D Imaging, OSA Technical Digest (CD) (Optica Publishing Group, 2010)

ER -

Comparison of Classification Methods for the Detection of Rheumatoid Arthritis with Optical Tomography

Abstract

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