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82


Analysis and Classification of Optical Tomographic Images of Rheumatoid Fingers with ANOVA and Discriminate Analysis [Meeting Abstract]

Montejo, Ludguier D.; Kim, Hyun K.; Haeme, Yrjoe; Jia, Jingfei; Montejo, Julio D.; Netz, Uwe J.; Blaschke, Sabine; Zwaka, Paul; Mueeller, Gerhard A.; Beuthan, Juergen; Hielscher, Andreas H.
ISI:000292089400011
ISSN: 0277-786x
CID: 5390182

PDE-constrained multispectral imaging of tissue chromophores with the equation of radiative transfer

Kim, Hyun Keol; Flexman, Molly; Yamashiro, Darrell J; Kandel, Jessica J; Hielscher, Andreas H
We introduce a transport-theory-based PDE-constrained multispectral model for direct imaging of the spatial distributions of chromophores concentrations in biological tissue. The method solves the forward problem (boundary radiance at each wavelength) and the inverse problem (spatial distribution of chromophores concentrations), in an all-at-once manner in the framework of a reduced Hessian sequential quadratic programming method. To illustrate the code's performance, we present numerical and experimental studies involving tumor bearing mice. It is shown that the PDE-constrained multispectral method accelerates the reconstruction process by up to 15 times compared to unconstrained reconstruction algorithms and provides more accurate results as compared to the so-called two-step approach to multi-wavelength imaging.
PMCID:3018054
PMID: 21258511
ISSN: 2156-7085
CID: 5389892

PDE-Constrained Fluorescence TomographyWith the Frequency-Domain Equation of Radiative Transfer

Kim, Hyun Keol; Lee, Jong Hwan; Hielscher, Andreas H.
ISI:000283541100010
ISSN: 1077-260x
CID: 5390112

Diagonosis of Rheumatoid Arthritis with Optical Tomography: Comparison of Classification Methods [Meeting Abstract]

Motejo, Ludguier D.; Montejo, Julio D.; Kim, Hyun K.; Netz, Uwe J.; Klose, Christian D.; Blaschke, Sabine; Zwaka, P. A.; Mueller, Gerhard A.; Beuthan, Juergen; Hielscher, Andreas H.
ISI:000287664400122
ISSN: 0277-1063
CID: 5390162

A DIFFUSION-TRANSPORT HYBRID METHOD FOR ACCELERATING OPTICAL TOMOGRAPHY

Kim, Hyun Keol; Hielscher, Andreas H.
ISI:000208648000009
ISSN: 1793-5458
CID: 5390062

Optical Tomographic Imaging of Tumor Response to Anti-Angiogenic Drugs in Small Animals [Meeting Abstract]

Flexman, M. L.; Hernandez, S. L.; Huang, J.; Johung, T. J.; Kim, H. K.; Lee, J.; Vlachos, F.; Yamashiro, D. J.; Kandel, J.; Hielscher, A. H.
ISI:000287664400129
ISSN: 0277-1063
CID: 5390172

Computer-aided classification of rheumatoid arthritis in finger joints using frequency domain optical tomography [Meeting Abstract]

Klose, C. D.; Kim, H. K.; Netz, U.; Blaschke, S.; Zwaka, P. A.; Mueller, G. A.; Beuthan, J.; Hielscher, A. H.
ISI:000284395100025
ISSN: 0277-786x
CID: 5390122

A Parallel Reduced-Space Sequential-Quadratic Programming Algorithm for Frequency-domain Small Animal Optical Tomography [Meeting Abstract]

Gu, Xuejun; Kim, Hyun K.; Masciotti, James; Hielscher, Andreas H.
ISI:000285714800005
ISSN: 0277-786x
CID: 5390132

A PDE-constrained SQP algorithm for optical tomography based on the frequency-domain equation of radiative transfer

Kim, Hyun Keol; Hielscher, Andreas H.
ISI:000261696300011
ISSN: 0266-5611
CID: 5390102

An all-at-once reduced Hessian SQP algorithm for frequency domain optical tomography [Meeting Abstract]

Kim, Hyun Keol; Gu, Xuejun; Hielscher, Andreas H.
ISI:000285714800052
ISSN: 0277-786x
CID: 5390142