Use of artificial intelligence on Electroencephalogram (EEG) waveforms to predict failure in early school grades in children from a rural cohort in Pakistan

• Muneera A. Rasheed ,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Visualization, Writing – original draft

  * E-mail: Muneera.rasheed@uib.no

  Affiliation Department of Paediatrics & Child Health, Aga Khan University, Karachi, Pakistan

  https://orcid.org/0000-0002-9064-0102

  ⨯
• Prem Chand,

  Roles Data curation, Methodology, Validation, Writing – review & editing

  Affiliation Department of Paediatrics & Child Health, Aga Khan University, Karachi, Pakistan

  ⨯
• Saad Ahmed,

  Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – review & editing

  Affiliation Department of Artificial Intelligence, Ephlux Pvt. Limited, Karachi, Pakistan

  ⨯
• Hamza Sharif,

  Roles Formal analysis, Methodology, Software, Writing – review & editing

  Affiliation Department of Artificial Intelligence, Ephlux Pvt. Limited, Karachi, Pakistan

  ⨯
• Zahra Hoodbhoy,

  Roles Visualization, Writing – review & editing

  Affiliation Department of Paediatrics & Child Health, Aga Khan University, Karachi, Pakistan

  ⨯
• Ayat Siddiqui,

  Roles Visualization, Writing – original draft

  Affiliation Department of Paediatrics & Child Health, Aga Khan University, Karachi, Pakistan

  ⨯
• Babar S. Hasan

  Roles Conceptualization, Methodology, Resources, Supervision, Writing – review & editing

  Affiliation Department of Paediatrics & Child Health, Aga Khan University, Karachi, Pakistan

  ⨯