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Umeå University
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Staff photo Cemal Erdem

Cemal Erdem

SciLifeLab and Wallenberg National Program for Data-Driven Life Science (DDLS) Fellow

Multi-omics data integration, machine learning, and large-scale mechanistic modelling

Contact

E-mail
cemal.erdem@umu.se
Phone

Works as

Affiliation
Assistant professor at
Location
By 6M, Sjukhusområdet dg club, 901 85 dg club

The overall theme of the Erdem Lab is to merge machine learning and mechanistic models with patient data to create clinically predictive computational models for cancer and other diseases.

Research Interests

  • Mathematical modeling of signaling cascades
  • Systems biology
  • Quantitative Systems Pharmacology (QSP)
  • Precision medicine

Links

Mutsuddy, Arnab; Huggins, Jonah R.; Amrit, Aurore; et al.
Bioinformatics Advances, Oxford University Press 2023, Vol. 3, (1)
Mutsuddy, Arnab; Erdem, Cemal; Huggins, Jonah R; et al.
Frontiers in Systems Biology, Frontiers Media S.A. 2023, Vol. 3
Erdem, Cemal; Birtwistle, Marc R.
Nature Communications, Springer Nature 2023, Vol. 14, (1)
Erdem, Cemal; Gross, Sean M.; Heiser, Laura M.; et al.
Communications Biology, Springer Nature 2022, Vol. 5, (1)
Gross, Sean M.; Dane, Mark A.; Smith, Rebecca L.; et al.
Nature Communications, Nature Publishing Group 2022, Vol. 13, (1)
Erdem, Cemal; Mutsuddy, Arnab; Bensman, Ethan M.; et al.
ACS Omega, American Chemical Society (ACS) 2022, Vol. 7, (33) : 28912-28923
Zadeh, Cameron O.; Huggins, Jonah R.; Sarmah, Deepraj; et al.

Research groups

Head of research
Cemal Erdem Lab