Lisa Maria Steinheuer
PhD-Student Bioinformatics
Young Investigators Group Bioinformatics & Transcriptomics
Department Molecular Systems Biology
Permoserstr. 15
04318 Leipzig
Research interests
- handling and analysis of 'sparse data' such as 'single-cell RNA sequencing' data
- evaluation of different imputation approaches
- correlation network reconstruction in order to identify long non-coding RNAs (lncRNA) from sparse data
Ongoing Projects
Education
since 10/2018
PhD-Student
Helmholtz Centre for Environmental Research - UFZ Leipzig, Germany
10/2016 - 09/2018
Master of Science in Biological Sciences
University of Cologne, Germany
09/2013- 09/2016
Bachelor of Sciences in Applied Biology
University of Applied Sciences Bonn-Rhein-Sieg, Germany
Publications
Benchmarking scRNA-seq imputation tools with respect to network inference highlights deficits in performance at high levels of sparsity
Lisa Maria Steinheuer, Sebastian Canzler, Jörg Hackermüller
bioRxiv 2021.04.02.438193; doi: https://doi.org/10.1101/2021.04.02.438193