DeepGAM: An interpretable deep neural network using generalized additive model for depression diagnosis: Data from the heart and soul study

• Chiyoung Lee ,

  Contributed equally to this work with: Chiyoung Lee, Yeri Kim, Seoyoung Kim

  Roles Conceptualization, Data curation, Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation The University of Arizona College of Nursing, Tucson, Arizona, United States of America

  ⨯
• Yeri Kim ,

  Contributed equally to this work with: Chiyoung Lee, Yeri Kim, Seoyoung Kim

  Roles Conceptualization, Methodology, Validation, Visualization, Writing – original draft

  Affiliation Global School of Media, College of IT, Soongsil University, Seoul, Korea

  ⨯
• Seoyoung Kim ,

  Contributed equally to this work with: Chiyoung Lee, Yeri Kim, Seoyoung Kim

  Roles Conceptualization, Methodology, Validation, Visualization, Writing – original draft

  Affiliation Global School of Media, College of IT, Soongsil University, Seoul, Korea

  ⨯
• Mary Whooley,

  Roles Conceptualization, Data curation, Supervision

  Affiliation School of Medicine, University of California - San Francisco, California, United States of America

  ⨯
• Heewon Kim

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Supervision, Writing – review & editing

  * E-mail: hwkim@ssu.ac.kr

  Affiliation Global School of Media, College of IT, Soongsil University, Seoul, Korea

  https://orcid.org/0000-0001-7777-9823

  ⨯