The Kaderali Lab
Institute of Bioinformatics · University Medicine Greifswald · University of Greifswald
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CV
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2016-now: Ph.D. Student, Institute of Bioinformatics, University-Medicine Greifswald
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2013-2015: Ph.D. Student, Institut für Medizinische Informatik und Biometrie, Technische Universität Dresden
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2009-2013: M.Sc. Molecular Biosciences (Major Systems Biology), Ruprecht-Karls-Universität Heidelberg
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2005-2009: B.Sc. Biologie, Ruprecht-Karls-Universität Heidelberg
Research Interests
- Mathematical Modeling
- Machine Learning
- Synthetic Biology
- Human Aging
Research Projects
A mathematical model of EGF-receptor trafficking
Construction of a mathematical model of EGFRs trafficking process after stimulation with EGF. The resulting model is used to study the influence of HPVs oncogene E5 one EGFRs trafficking process, described in literature to prolong EGFR signaling.
SEIR model of COVID-19 dynamics
Development of a SEIR model of the COVID-19 pandemic especially in Germany and its federal states.
EHR DREAM Challenge - Patient Mortality Prediction | Link
Using Electronic Health Record (EHR) data to predict the all-cause mortality of hospital patients within 180 days after their last visit
Conferences and Meetings
International Conference on Systems Biology of Human Disease (Berlin) | SBHD 2019
Poster Presentation: A computational model of EGF receptor trafficking
7th Conference on Systems Biology of Mamalian Cells (Bremen) | SBMC 2018
Poster Presentation: A computational model of EGF receptor trafficking
International Conference on Systems Biology of Human Disease (Heidelberg) | SBHD 2017
Poster Presentation: A computational model of EGF receptor trafficking
17th International Conference on Systems Biology (Barcelona) | ICSB 2016
Poster Presentation: A computational model of EGF receptor trafficking
Publications
Edward Kent, Stefan Neumann, Ursula Kummer, Pedro Mendes (2013)
What Can We Learn from Global Sensitivity Analysis of Biochemical Systems?
PLoS One. 2013 Nov; 14;8(11):e79244; DOI:10.1371/journal.pone.0079244.
Teaching Experience
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WS 21/22: QB1 Biometrie (Humanmedizin)
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WS 19/20: QB1 Biometrie (Humanmedizin)
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WS 18/19: QB1 Biometrie (Humanmedizin)
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SS 2018: Seminar zur Bioinformatik (Humanbiologie)
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WS 16/17: QB1 Biometrie (Humanmedizin)
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SS 2016: Seminar zur Bioinformatik (Humanbiologie)
Theses
Modeling of EGFR trafficking
Master Thesis, 2013
Microevolution of chemotaxis pathway in Escherichia coli
Bachelor Thesis, 2009