Prediction of gastrointestinal functional state based on myoelectric recordings utilizing a deep neural network architecture

• Mahmoud Elkhadrawi ,

  Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft

  * E-mail: mae116@pitt.edu

  Affiliation Department of Electrical and Computer Engineering, University of Pittsburgh School of Engineering, Pittsburgh, PA, United States of America

  https://orcid.org/0000-0003-0835-6581

  ⨯
• Murat Akcakaya,

  Roles Conceptualization, Methodology, Supervision, Writing – original draft

  Affiliation Department of Electrical and Computer Engineering, University of Pittsburgh School of Engineering, Pittsburgh, PA, United States of America

  ⨯
• Stephanie Fulton,

  Roles Conceptualization, Supervision

  Affiliation UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America

  ⨯
• Bill J. Yates,

  Roles Funding acquisition, Resources, Supervision, Writing – review & editing

  Affiliations Department of Otolaryngology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, United States of America

  https://orcid.org/0000-0001-6819-097X

  ⨯
• Lee E. Fisher,

  Roles Funding acquisition, Resources, Supervision, Writing – review & editing

  Affiliations Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA, United States of America, Department of Physical Medicine & Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Department of Bioengineering, University of Pittsburgh School of Engineering, Pittsburgh, PA, United States of America

  ⨯
• Charles C. Horn

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft

  Affiliations UPMC Hillman Cancer Center, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA, United States of America, Division of Hematology/Oncology, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America, Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States of America

  ⨯