Alzheimer’s disease classification using a hybrid deep learning approach with multi-layer U-net segmentation and XAI driven analysis

• Muhammad Zubair,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Faculty of Computer Science and Information Technology, The Superior University, Lahore 54000, Pakistan, Faculty of Computer Science, Lahore Garrison University, Lahore 54000, Pakistan

  https://orcid.org/0009-0004-2663-7269

  ⨯
• Arfan Jaffar,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliations Faculty of Computer Science and Information Technology, The Superior University, Lahore 54000, Pakistan, Faculty of Computer Science, Lahore Garrison University, Lahore 54000, Pakistan

  ⨯
• Sadaf Hussain,

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

  Affiliation Faculty of Computer Science, Lahore Garrison University, Lahore 54000, Pakistan

  ⨯
• Sheeraz Akram

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing, Conceptualization

  * E-mail: sAkram@imamu.edu.sa

  Affiliation Information Systems Department, College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11432, Saudi Arabia

  https://orcid.org/0000-0003-2321-3845

  ⨯