Characterization of signature trends across the spectrum of non-alcoholic fatty liver disease using deep learning method.

Journal: Life sciences
Published Date:

Abstract

AIMS: The timely diagnosis of different stages in NAFLD is crucial for disease treatment and reversal. We used hepatocellular ballooning to determine different NAFLD stages.

Authors

  • Ilkyu Park
    Department of Bioinformatics, KRIBB School of Bioscience, Korea University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, 34113 Daejeon, Republic of Korea; Department of Environmental Disease Research Center, Korea Research Institute of Bioscience & Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, 34141 Daejeon, Republic of Korea.
  • Nakyoung Kim
    MIDAS Information Technology Co., Ltd, Seoul, Korea.
  • Sugi Lee
    Department of Environmental Disease Research Center, Korea Research Institute of Bioscience & Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, 34141 Daejeon, Republic of Korea.
  • Kunhyang Park
    Department of Core Facility Management Center, Korea Research Institute of Bioscience & Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon 34141,Republic of Korea.
  • Mi-Young Son
    Department of Stem Cell Convergence Research Center, Korea Research Institute of Bioscience & Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, 34141 Daejeon, Republic of Korea. Electronic address: myson@kribb.re.kr.
  • Hyun-Soo Cho
    Department of Stem Cell Convergence Research Center, Korea Research Institute of Bioscience & Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, 34141 Daejeon, Republic of Korea. Electronic address: chohs@kribb.re.kr.
  • Dae-Soo Kim
    Department of Bioinformatics, KRIBB School of Bioscience, Korea University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, 34113 Daejeon, Republic of Korea; Department of Environmental Disease Research Center, Korea Research Institute of Bioscience & Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, 34141 Daejeon, Republic of Korea. Electronic address: kds2465@kribb.re.kr.