Research Groups

데이터사이언스 연구실

Data Science Laboratory

Prof. : Prof. Sungroh Yoon

Research Area : Biomedical computation/data mining/embedded systems

  • About the Laboratory & Research Area
  • At Advanced Computing Laboratory (ACL), we study efficient computational methods and solutions for solving complex problems in conventional and emerging application areas, with special emphasis on biomedicine. We also investigate how to exploit high-performance computing and storage technologies to accelerate our state-of-the-art methodologies.
  • Research Interests & Projects
  • ● Bioinformatics: RNA/protein structural bioinformatics
    ● Biomedical signal processing: denoiser for metagenomics applications
    ● Embedded systems: conventional and biomedical applications
    ● Big data analytics
    ● Next-generation data storage: NAND-based solid-state drives
  • Journals & Patents
  • [1] Yongkweon Jeon, Joong-Ho Won and Sungroh Yoon, "Massively Parallel Energy Space Exploration for Uncluttered Visualization of Vascular Structures," IEEE Transactions on Biomedical Engineering, in press.
    [2] Joong-Ho Won, Yongkweon Jeon, Jarrett Rosenberg, Sungroh Yoon, Geoffrey D. Rubin and Sandy Napel, "Uncluttered Single-Image Visualization of Vascular Structures using GPU and Integer Programming," IEEE Transactions on Visualization and Computer Graphics, in press.
    [3] Duck Ki Yoon, Jae Young Park, Sungroh Yoon, Man Sik Park, Du Geon Moon and Fritz H. Schroder, "Can the Prostate Risk Calculator Based on Western Population be Applied to Asian Population?" The Prostate, vol. 72, no. 7, pp. 721-729, May 2012.
    [4] Hanjoo Kim, Seunghyun Park, Hyeyoung Min and Sungroh Yoon, "vHoT: a Database for Predicting Inter-Species Iteractions between Viral microRNA and Host Genomes," Archives of Virology, vol. 157, no. 3, pp. 497-501, March 2012.
    [5] Sungroh Yoon, Jinkyu Kim, Justine Hum, Hanjoo Kim, Seunghyun Park, Wipapat Kladwang and Rhiju Das, "HiTRACE: High-throughput robust analysis for capillary electrophoresis," Bioinformatics, vol. 27, no. 13, pp. 1798-1805, July 2011.
    [6] Woohyung Chun, Sungroh Yoon and Sangjin Hong, "Buffer Controller Based Multiple Processing Element Utilization for Dataflow Synthesis," IEEE Transactions on Very Large Scale Integration Systems, vol. 19, no. 7, pp. 1249-1262, July 2011.
    [7] Jinkyu Kim, Hanjoo Kim, Hyeyoung Min and Sungroh Yoon, "Constructing Accurate Contact Maps for Hydroxyl Radical Cleavage Based High-Throughput RNA Structure Inference," IEEE Transactions on Biomedical Engineering, vol. 58, no. 5, pp. 1347-1355, May 2011.
    [8] Jinkyu Kim, Seunghak Yu, Byonghyo Shim, Hanjoo Kim, Hyeyoung Min, Eui-Young Chung, Rhiju Das and Sungroh Yoon, "A Robust Peak Detection Method for RNA Structure Inference by High-Throughput Contact Mapping," Bioinformatics, vol. 25, no. 9, pp. 1137-1144, May 2009.