Systems Medicine
of Infectious Diseases
Research and Consulting Group
Machine Learning for Multiscale Analysis of Biomedical Data
Selected Articles
For a complete list of publications click here
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Tracking influenza A virus infection in the lung from hematological data with machine learning.
mSystems. 2022 [Link]
Covered by the German newspaper Frankfurter Allgemeine
Covered by FIAS
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Distinct immunological and molecular signatures underpinning influenza vaccine responsiveness in the elderly.
Nature Communications. 2022 [Link]
- In-host Mathematical Modelling of COVID-19 in Humans.
Annual Reviews in Control. 2020 [Link]
- Passivity-based Inverse Optimal Impulsive Control for Influenza Treatment in the Host.
IEEE Transactions on Control Systems Technology. 2020 [Link]
- PDEparams: Parameter fitting toolbox for partial differential equations in Python.
Bioinformatics. 2020 [Link]
- Multiscale Model Within-host and Between-host for Viral Infectious Diseases.
Journal of Mathematical Biology. 2018 [Link] [Preprint]
- Hierarchical effects of pro-inflammatory cytokines on the post-influenza susceptibility to pneumococcal coinfection
Scientific Reports. 2016. [Link]
Preprint in BioRxiv
Covered by Laborjournal online
Covered by Helmholtz Centre of Infection Research
- Progressive contraction of the latent HIV reservoir around a core of less-differentiated CD4+ memory T cells. Nature Communications. 2014 [Link]
- Effects of aging on influenza virus infection dynamics. Journal of Virology. 2014 [Link]
Covered by Helmholtz Cenre of Infection Research
- Optimal therapy scheduling for a simplified HIV infection model.
Automatica. 2013 [Link]
- The three stages in HIV infection.
Journal of Theoretical Biology. 2013 [Link]
- Discrete-time control for switched positive systems with application to mitigating viral escape.