Random survival forest model for early prediction of Alzheimer’s disease conversion in early and late Mild cognitive impairment stages

• Amna Saeed,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

  Affiliation Department of Biomedical Engineering and Sciences, School of Mechanical and Manufacturing Engineering, National University of Sciences and Technology (NUST), Islamabad, Pakistan

  https://orcid.org/0009-0007-1959-2316

  ⨯
• Asim Waris ,

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

  * E-mail: asim.waris@smme.nust.edu.pk

  Affiliation Department of Biomedical Engineering and Sciences, School of Mechanical and Manufacturing Engineering, National University of Sciences and Technology (NUST), Islamabad, Pakistan

  https://orcid.org/0000-0002-0190-0700

  ⨯
• Ahmed Fuwad,

  Roles Supervision, Validation

  Affiliation Department of Biomedical Engineering and Sciences, School of Mechanical and Manufacturing Engineering, National University of Sciences and Technology (NUST), Islamabad, Pakistan

  ⨯
• Javaid Iqbal,

  Roles Project administration, Resources

  Affiliation Department of Biomedical Engineering and Sciences, School of Mechanical and Manufacturing Engineering, National University of Sciences and Technology (NUST), Islamabad, Pakistan

  ⨯
• Jawad Khan,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Electrical Engineering, School of Engineering, Prince Sattam Bin Abdul Aziz University, Al-Kharj, Saudi Arabia

  ⨯
• Dokhyl AlQahtani,

  Roles Validation, Visualization

  Affiliation Department of Electrical Engineering, School of Engineering, Prince Sattam Bin Abdul Aziz University, Al-Kharj, Saudi Arabia

  ⨯
• Omer Gilani,

  Roles Resources, Supervision, Validation

  Affiliation Department of Electrical and Computer Engineering, Abu Dhabi University, Abu Dhabi, United Arab Emirates

  ⨯
• Umer Hameed Shah,

  Roles Writing – review & editing

  Affiliation Department of Mechanical Engineering and Artificial Intelligence, Ajman University, Ajman, United Arab Emirates

  ⨯
• for The Alzheimer’s Disease Neuroimaging Initiative

  ¶Data for this article was sourced from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) database (https://adni.loni.usc.edu/). Membership of the ADNI can be found in the Acknowledgments section.

  ⨯