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  1. Article

    Open Access

    A-Prot: protein structure modeling using MSA transformer

    The accuracy of protein 3D structure prediction has been dramatically improved with the help of advances in deep learning. In the recent CASP14, Deepmind demonstrated that their new version of AlphaFold (AF) p...

    Yiyu Hong, Juyong Lee, Junsu Ko in BMC Bioinformatics (2022)

  2. Article

    Open Access

    Substructure-based neural machine translation for retrosynthetic prediction

    With the rapid improvement of machine translation approaches, neural machine translation has started to play an important role in retrosynthesis planning, which finds reasonable synthetic pathways for a target...

    Umit V. Ucak, Taek Kang, Junsu Ko, Juyong Lee in Journal of Cheminformatics (2021)

  3. Article

    Open Access

    GalaxyTBM: template-based modeling by building a reliable core and refining unreliable local regions

    Protein structures can be reliably predicted by template-based modeling (TBM) when experimental structures of homologous proteins are available. However, it is challenging to obtain structures more accurate th...

    Junsu Ko, Hahnbeom Park, Chaok Seok in BMC Bioinformatics (2012)

  4. Article

    Open Access

    A protein domain interaction interface database: InterPare

    Most proteins function by interacting with other molecules. Their interaction interfaces are highly conserved throughout evolution to avoid undesirable interactions that lead to fatal disorders in cells. Ratio...

    Sungsam Gong, Changbum Park, Hansol Choi, Junsu Ko, Insoo Jang in BMC Bioinformatics (2005)