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Hyun Keol Kim, Ph.D.
Associate Research Scientist Columbia University Department of Biomedical Engineering New York, NY10027
Phone: 201-854-5737 Email: hkk2107(at)columbia.edu | Research Interests
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Modeling of Light Propagation using the radiative transfer equation or its approximations
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Fast Solution Techniques applied to unstructured discrete-ordinate finite-volume methods
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PDE-constrained Optimization accelerating the image reconstruction process
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Image Compression Techniques combined with optical tomography
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Small Animal Imaging with preclinical studies
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Finger Joints Imaging enabling the early detection of rheumatoid arthritis
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Molecular Imaging with Bioluminescence and Fluorescence
Education
- Aug 2004: Ph.D., Korea Advanced Institute of Science & Technology, Republic of Korea
- Feb 2001: M.Eng., Korea Advanced Institute of Science & Technology, Republic of Korea
- Feb 1999: B.Eng., Seoul National University, Republic of Korea
Professional Experience and Research
- 2009-present: Associate Research Scientist, Biomedical Engineering, Columbia University
- 2006-2009: Postdoctoral Research Scientist, Biomedical Engineering, Columbia University
- 2005-2006: Postdoctoral Research Fellow, Applied Science, University of Quebec at Chicoutimi
- 1992-1994: Military Service, 503rd Battalion, 2nd Infantry Division, United States 8th Army, Republic of Korea
Awards and Scholarships
- 2005-2006: Oversea Postdoctoral Fellow, Korea Research Foundation (KRF), "Frequency Domain Optical Tomography based on the Equation of Radiative Transfer"
- 1999-2004: Full-tuition Academic Scholarship, Korea Advanced Institute of Science & Technology, Republic of Korea
- 1995-1999: Full-tuition Academic Scholarship, Seoul National University, Republic of Korea
- 1994: Army Commendation Medal (ARCOM), The Army of United States, "Extraordinary achievments and meritorious Service with mutual benefit to the United States and Republic of Korea
Publications
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Kim, H.K. et al, are preparing a manuscript concerning "Bioluminescence tomography with a PDE-constrained algorithm based on the equation of radiative transfer" to be submitted to Molecular Imaging.
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Flexman, M.L., Kim, H.K. , Hernandez, S.L., Huang, J., Johung, T.J., Lee, J.H., Vlachos, F., Yamashiro, D.J., Kandel, J., Hielscher, A.H., are preparing a manuscript concerning “Monitoring early tumor response to anti-angiogenesis drugs”
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Hielscher, A.H., Kim, H.K., Montejo, L., Blaschke, S., Netz, U., Zwaka, P., Müller, G, Beuthan , J., “Frequency domain optical tomographic imaging of finger joints” , submitted to IEEE Transactions on Medical Imaging (under review)
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Kim, H.K. and Hielscher, A.H.,“A diffusion-transport hybrid reconstruction method for accelerating optical tomography”, Journal of Innovative Optical Health Sciences, Vol. 3, No. 4, pp 1–13 (2010).
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Kim, H.K., Flexman, M., Yamashiro, D.J., Kandel, J. and Hielscher, A.H., “PDE-constrained Multispectral Imaging of Tissue Chromophores with the Equation of Radiative Transfer,” Biomedical Optics Express, Vol. 1 Issue 3, pp.812-824 (2010).
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Kim, H.K., Lee, J., Hielscher, A.H., “PDE-constrained Fluorescence Tomography with the Frequency-Domain Equation of Radiative Transfer”, IEEE Journal of Selected Topics in Quantum Electronics (Lasers in Medicine and Biology), Issue 99, 10.1109/JSTQE.2009.2038112 (2010).
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Ko, J. Y., Kim, H.K., Song, T.-H., “Inversion of combustion gas temperature/concentration profile with radiation/turbulence interaction using SRS”, Journal of Quantitative Spectroscopy and Radiative Transfer, Vol. 110, pp.1199-1206, 2009.
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Kim, H.K., Hielscher, A.H., “A PDE-constrained SQP algorithm for optical tomography based on the frequency-domain equation of radiative transfer”, Inverse Problems 25, 015010 (22pp), 2009.
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Charette, A., Boulanger, J., Kim, H.K., “An overview on recent radiation transport algorithm development for optical tomography imaging”, Journal of Quantitative Spectroscopy and Radiative Transfer, Vol. 109, pp. 2743-2898, 2008.
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Kim, H.K., Netz, U., Beuthan, J., Hielscher, A.H., “Optimal source-modulation frequencies for transport-theory-based optical tomography of small-tissue volumes” Optics Express, Vol. 16, pp. 18082–18101, 2008.
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Kim, H.K., André Charette, “Frequency domain optical tomography using a conjugate gradient method without line search”, Journal of Quantitative Spectroscopy and Radiative Transfer, Vol. 104, 248-256, 2007.
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Kim, H.K., André Charette, “A Sensitivity Function-based Conjugate Gradient Method for Optical Tomography based on the Frequency-Domain Equation of Radiative Transfer”, Journal of Quantitative Spectroscopy and Radiative Transfer, Vol. 104, 24-39, 2007.
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Sakurai, A., Song, T.H., Maruyama, S. and Kim, H.K., “Comparison of Radiation Element Method and Discrete Ordinates Interpolation Method Applied to Three-Dimensional Radiative Heat Transfer”, JSME International Journal, Series B, Fluids and Thermal Engineering, Vol. 48(2), pp. 259-264, 2005.
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Kim, H.K. and Song, T.H., “Determination of the Gas Temperature Profile in a Large-Scale Furnace Using a Fast/Efficient Inversion Scheme for the SRS Technique”, J. Quant. Spectrosc. Radiat. Transfer., Vol. 93, pp. 369-381, 2005.
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Kim, H.K. and Song, T.H., “Characteristics of SRS inversion for measurement of temperature and CO2 concentration profile of a combustion gas layer”, J. Quant. Spectrosc. Radiat. Transfer., Vol. 86, pp. 181-199, 2004.
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Kim, H.K. and Song, T.H., "Measurement of gas temperature distributions in a test furnace using spectral remote sensing", J. Quant. Spectrosc. Radiat. Transfer, Vol 73, pp.517-528, 2002.
Contributed Book Chapters
- Hielscher, A.H., Kim, H.K., Klose, A.D., “Forward Models of Light Transport in Biological Tissue,” in Handbook of Biomedical Optics, D. Boas, C. Pitris, N. Ramanujam, eds. Taylor& Francis Books, Boca Raton, FL.
Scientific Journal Reviews
- Applied Optics • IEEE Transactions on Medical Imaging
- Journal of Biomedical Optics • Optics Express • Optics Letters
- Inverse Problems • Journal of Quantitative Spectroscopy & Radiative Transfer
- Biomedical Optics Express
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