Deducing high-accuracy protein contact-maps from a triplet of coevolutionary matrices through deep residual convolutional networks

• Yang Li ,

  Roles Investigation, Methodology, Software, Validation, Writing – original draft

  ¶‡ These authors are first senior authors on this work.

  Affiliations School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China, Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0003-2480-1972

  ⨯
• Chengxin Zhang ,

  Roles Methodology, Resources, Software, Validation, Writing – review & editing

  ¶‡ These authors are first senior authors on this work.

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0001-7290-1324

  ⨯
• Eric W. Bell,

  Roles Validation, Writing – review & editing

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0002-3419-4398

  ⨯
• Wei Zheng,

  Roles Validation, Writing – review & editing

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0002-2984-9003

  ⨯
• Xiaogen Zhou,

  Roles Validation, Writing – review & editing

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0001-6839-1923

  ⨯
• Dong-Jun Yu ,

  Roles Funding acquisition, Supervision

  * E-mail: njyudj@njust.edu.cn (DY); zhng@umich.edu (YZ)

  Affiliation School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China

  https://orcid.org/0000-0002-6786-8053

  ⨯
• Yang Zhang

  Roles Conceptualization, Funding acquisition, Supervision, Writing – original draft

  * E-mail: njyudj@njust.edu.cn (DY); zhng@umich.edu (YZ)

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

  https://orcid.org/0000-0002-2739-1916

  ⨯