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Peer-reviewedCC BYBiomedicines

Stage-Stratified Explainable Machine Learning Identifies a Reproducible Transcriptomic Classifier with Stage-Dependent Feature Importance in Colorectal Cancer: A Multi-Cohort Study with Saudi Population Contextualisation

  • Asif Hassan Syed1
  • Sultan Alhayyani2
  • Nashwan Alromema1
  • Hatem A. Almazarqi3
  • Altyeb Altaher Taha3
  1. 1Department of Computer Science, Faculty of Computing and Information Technology in Rabigh, , Jeddah 21589, Saudi Arabia;
  2. 2Department of Chemistry, Faculty of Sciences and Arts in Rabigh, , Jeddah 21589, Saudi Arabia;
  3. 3Department of Information Technology, Faculty of Computing and Information Technology in Rabigh, , Jeddah 21911, Saudi Arabia; (H.A.A.); (A.A.T.)
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Cite

BibTeXRIS
BibTeX
@article{syed2026stagestratified,
  title = {{Stage-Stratified Explainable Machine Learning Identifies a Reproducible Transcriptomic Classifier with Stage-Dependent Feature Importance in Colorectal Cancer: A Multi-Cohort Study with Saudi Population Contextualisation}},
  author = {Asif Hassan Syed and Sultan Alhayyani and Nashwan Alromema and Hatem A. Almazarqi and Altyeb Altaher Taha},
  journal = {Biomedicines},
  year = {2026},
  month = oct,
  url = {https://europepmc.org/article/PMC/PMC13701872},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Stage-Stratified Explainable Machine Learning Identifies a Reproducible Transcriptomic Classifier with Stage-Dependent Feature Importance in Colorectal Cancer: A Multi-Cohort Study with Saudi Population Contextualisation
AU  - Asif Hassan Syed
AU  - Sultan Alhayyani
AU  - Nashwan Alromema
AU  - Hatem A. Almazarqi
AU  - Altyeb Altaher Taha
PY  - 2026
DA  - 2026/10/01
JO  - Biomedicines
UR  - https://europepmc.org/article/PMC/PMC13701872
SN  - 2227-9059
ER  -