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Peer-reviewedCC BYFrontiers in computational neuroscience

HQML-ICU: hybrid quantum-classical machine learning for ICU mortality prediction using MIMIC-IV electronic health records

  • Abdel-Haleem Abdel-Aty1
  • Heba Kadry2
  • Nadir Omer3
  • Shaaban M. Shaaban4
  • Huda Eltayeb5
  • Sara A. Ghorashi6
  • Mohamed Hafez7
  • Betty Wan Voon8
  • Mohammed Farsi9
9 affiliations
  1. 1Department of Physics , , , ,
  2. 2National Organization for Social Insurance , ,
  3. 3Department of Information Systems and Cybersecurity , , , ,
  4. 4Center for Scientific Research and Entrepreneurship, Northern Border University , ,
  5. 5Department of Basic Sciences , , , ,
  6. 6Department of Computer Sciences , , , ,
  7. 7Faculty of Engineering and Quantity Surveying, INTI-IU, Universi , ,
  8. 8Department of Civil Engineering , , , ,
  9. 9Department of Information Systems, College of Computer Science and Engineering, Taibah University , ,
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Cite

BibTeXRIS
BibTeX
@article{abdelaty2026hqmlicu,
  title = {{HQML-ICU: hybrid quantum-classical machine learning for ICU mortality prediction using MIMIC-IV electronic health records}},
  author = {Abdel-Haleem Abdel-Aty and Heba Kadry and Nadir Omer and Shaaban M. Shaaban and Huda Eltayeb and Sara A. Ghorashi and Mohamed Hafez and Betty Wan Voon and Mohammed Farsi},
  journal = {Frontiers in computational neuroscience},
  year = {2026},
  month = oct,
  url = {https://europepmc.org/article/PMC/PMC13690959},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - HQML-ICU: hybrid quantum-classical machine learning for ICU mortality prediction using MIMIC-IV electronic health records
AU  - Abdel-Haleem Abdel-Aty
AU  - Heba Kadry
AU  - Nadir Omer
AU  - Shaaban M. Shaaban
AU  - Huda Eltayeb
AU  - Sara A. Ghorashi
AU  - Mohamed Hafez
AU  - Betty Wan Voon
AU  - Mohammed Farsi
PY  - 2026
DA  - 2026/10/24
JO  - Frontiers in computational neuroscience
UR  - https://europepmc.org/article/PMC/PMC13690959
SN  - 1662-5188
ER  -