Peer-Reviewed Papers

S. Kim*, C. Wang*, B. Zhao, H. Im, J. Min, N. Choi, C. M. Castro, R. Weissleder, H. Lee#, K. Lee#. Deep Transfer Learning-Based Hologram Classification for Molecular Diagnostics. Scientific Reports,  8:17003 (2018), *Equal Contribution, #Co-corresponding authors.

C. Wang*, H. J. Choi*, S. Kim, A. Desai, N. Lee, D. Kim, Y. Bae, K. Lee, Deconvolution Of Subcellular Protrusion Heterogeneity And The Underlying Actin Regulator Dynamics From Live Cell ImagingNature Communications, 9, 1688 (2018), *Equal Contribution (Featured in Nature Communications Editors’ Highlights)

K. Lee*, H. L. Elliott, Y. Oak, C. Zee, A. Groisman, J. D. Tytell, G. Danuser*, Functional Hierarchy of Redundant Actin Assembly Factors Revealed by Fine-Grained Registration of Intrinsic Image Fluctuations, Cell Systems, 1, 37-50, (2015), *Co-corresponding Authors (Commented by Gupton and Barzik, Cell Systems, 1, 16-17, 2015)

K. Lee*, J. L. Gallop*, K. Rambani, and M. W. Kirschner, Self-Assembly of Filopodia-Like Structures on Supported Lipid BilayersScience, 329, 1341-1345 (2010), *Equal Contribution (Selected as a featured article by Cell Migration Gateway; Highlighted in Nature Reviews Molecular Cell Biology, and Nature Lipidomics Gateway; Recommended by Faculty of 1000; Selected in Virtual Journal of Biological Physics Research, and Virtual Journal of Nanoscale Science and Technology)

K. Lee, T. S. Chung, and J. H. Kim, Global Optimization of Clusters in Gene Expression Data of DNA Microarrays by Deterministic Annealing, Genomics and Informatics, 1, 20-25 (2003)

K. Lee and W. Sung, Ion Transport and Channel Transition in Biomembrane, Physica A, 315, 79-97 (2002)

K. Lee and W. Sung, A Stochastic Model of Conductance Transitions in Voltage-Gated Ion Channels, Journal of Biological Physics, 28:279-287 (2002)

H. S. Chung, H. Kim, S. E. Jin, E. S. Son, D. W. Kim, K. M. Lee, H. Y. Park, and Y. C. Chung, 320-Gb/s WDM Transmission with 50-GHz Channel Spacing Over 564 km of Short-Period Dispersion-Managed Fiber (Perfect Cable), IEEE Photonics Technology Letters, 12, 1397-1399 (2000)

K. Lee and W. Sung, Effects of Nonequilibrium Fluctuations on Ionic Transport through Biomembranes, Physical Review E, 60, 4681-4686 (1999)

K. M. Lee, H. Y. Park, and C. Y. Cho, An Efficient Method to Determine Chromatic Dispersion of Complicated Refractive Index Profiles, LG Cable Technical Review, 5:58-65 (1998)


K. Vaidyanathan*, C. Wang*, Y. Yu, A. Krajnik, M. Choi, B. Lin, J. Kolega, K. Lee#, Y. Bae#, Machine learning approach reveals heterogeneous responses to FAK and Rho GTPases inhibition on smooth muscle spheroid formationbioRxiv 2020; doi:, *Equal Contribution, #Co-corresponding authors.

Y. Kim, H. J. Choi, and K. Lee, Subcellular Time Series Modeling of Heterogeneous Cell Protrusion, bioRxiv 429118, 2018; doi:

C. Wang, X. Zhang, H. Choi, B. Lin, Y. Yu, C. Whittle, M. Ryan, Y. Chen, K. Lee, Deep Learning Pipeline for Cell Edge Segmentation of Time-lapse Live Cell ImagesbioRxiv 191858; doi:

C. Wang, S. Kang, E. Kim, X. Zhang, H. J. Choi, A. Choi, K. Lee, Edge Detection of Cryptic Lamellipodia Assisted by Deep LearningbioRxiv 181263, 2017; doi:

Book Chapter

K. B. Lee, H. Lee, D. H. Han, D. W. Kim, B. S. Moon, K. Lee, and Y. B. Bae (Korean translation) Post-Genome Informatics (written by Minoru Kanehisa), Hanul, 2000


H. Y. Park, K. M. Lee, and C. Y. Cho, Dispersion Shifted Optical Fiber Having Triple Clad, U. S. Patent Number: 6516125, Feb., 4, 2003

K. M. Lee, D. W. Kim, D. W. Lee, D. Y. Kim and Y. C. Chung, Optical Fiber for Wavelength Division Multiplexing Optical Transmission System Using Densely Spaced Optical Channels, Korea Patent Number: 1003493200000, Aug., 6, 2002

S. H. Choi, Y. S. Yun, T. J. Kwon, T. S. Chung, K. M. Lee, and H. S. Lee, Server-client network system for genotyping analysis and computer readable medium used therein, Korean Patent Number: 1004748520000, Feb, 24, 2005