THETA – The Biostatistic Group

Wrocław University of Environmental and Life Sciences
Department of Genetics
Kożuchowska St. 7, 51-631 Wrocław

Professor Joanna Szyda, ScD

tel. +48 71 320 5846
e-mail: joanna.szyda@upwr.edu.pl

UPWr Base of Knowledge

Areas of interest

1. Statistical modelling of quantitative and binary trait variation
2. Bioinformatic processing of big data from human and animal populations
3. Using public domain software tools for the bioinformatic modelling of biological data
4. Using custom written software tools for the bioinformatic modelling of biological data
5. Development of statistical methodology applied to large scale biological data
6. Bioinformatic pipelines for processing of multi-omic data: DNAseq, RNAseq, RRBSseq, ATACseq, and metagenomic data
7. Investigations on the origin, transformations, productivity and current threats for main soil types in Lower Silesia and Poland
8. Statistical modelling of multi-omic data: DNAseq, RNAseq, RRBSseq, ATACseq, metagenomic, bioimaging data
9. Livestock genetic and genomic evaluation
10. Genome-wide association studies
11. Application of AI techniques for prediction and classification of biological samples in high dimensional data
12. AI model explainability.
13. Modelling of longitudinal data
14. Statistical modelling of functional annotation data
15. Survival analysis
16. Detection of point and structural DNA variants.

Key words: artificial intelligence, big data in biology, bioinformatics, biostatistics, computer programming, clinical statistics, computational biology, genetic evaluation, genetic epidemiology, genomics, high performance computing, longitudinal data, polymorphic variants, statistical genetics, statistical modelling, survival analysis