D 55128 Mainz
I am also working on the methodological analysis of systematic bias in next-generation-sequencing platforms and different machine learning approaches for object detection and image classification of invertebrates in cooperation with Stephan Weißbach, Charlotte Hewel and Hristo Todorov.
I am also implementing machine learning algorithms for object detection and analysis of high dimensional neuro-imaging data.
- 2022). CollembolAI, a macrophotography and computer vision workflow to digitize and characterize samples of soil invertebrate communities preserved in fluid. Methods in Ecology and Evolution, 00, 1– 14. https://doi.org/10.1111/2041-210X.14001 , , , , & (
- Susanne Gerber*, Lucas Pospisil, Stanislav Sys, Charlotte Hewel, Ali Torkamani and Illia Horenko*: Co-inference of data mislabeling reveals improved models in genomics and breast cancer diagnostics, accepted for publication in Frontiers in Artificial Intelligence, (2021)
- Stephan Weißbach, Stanislav Sys, Charlotte Hewel, Hristo Todorov, Susann Schweiger, Jennifer Winter, Markus Pfenninger, Ali Torkamani, Doug Evans, Joachim Burger Karin Everschor-Sitte, Helen May-Simera and Susanne Gerber. Reliability of genomic variants across different next-generation sequencing platforms and bioinformatic processing pipelines. BMC Genomics 22, 62 (2021).
- SYS, Stanislav J. et al. Dynamics of Associations Between Single Nucleotide Polymorphisms in Relation to Alzheimer's Disease Captured with a New Measure of Linkage Disequilibrium. Genomics and Computational Biology, [S.l.], v. 4, n. 2, p. e100045, mar. 2018. ISSN 2365-7154.