An inflammatory biomarker panel for prediabetes classification using interpretable machine learning

• Maher Maalouf ,

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

  * E-mail: maher.maalouf@ku.ac.ae (MM); herbert.jelinek@ku.ac.ae (HFJ)

  Affiliation Department of Management Science and Engineering, Khalifa University, Abu Dhabi, United Arab Emirates

  https://orcid.org/0000-0003-0516-6870

  ⨯
• Maram Tammam,

  Roles Formal analysis, Investigation, Software, Validation, Writing – original draft

  Affiliation Department of Management Science and Engineering, Khalifa University, Abu Dhabi, United Arab Emirates

  ⨯
• Sana Kurungadan,

  Roles Formal analysis, Investigation, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Mathematics and Computer Science, Khalifa University, Abu Dhabi, United Arab Emirates

  ⨯
• Asmaa Alsereidi,

  Roles Formal analysis, Resources, Writing – original draft

  Affiliation Department of Management Science and Engineering, Khalifa University, Abu Dhabi, United Arab Emirates

  ⨯
• Muhammad Afzal,

  Roles Resources, Writing – original draft

  Affiliation Department of Management Science and Engineering, Khalifa University, Abu Dhabi, United Arab Emirates

  ⨯
• Herbert F. Jelinek

  Roles Conceptualization, Data curation, Project administration, Writing – review & editing

  * E-mail: maher.maalouf@ku.ac.ae (MM); herbert.jelinek@ku.ac.ae (HFJ)

  Affiliations Department of Medical Sciences, Khalifa University, Abu Dhabi, United Arab Emirates, Health Engineering Innovation Group, Khalifa University, Abu Dhabi, United Arab Emirates

  ⨯