Signature reversal based drug ranking from expression data

26 October 2023·
Nikoletta Katsaouni
· 1 min read
projects

Linked publications

Nikoletta Katsaouni, Marcel H. Schulz (2026). RANKOR: Direct Drug Prioritization from Bulk and Single-Cell Transcriptomic Signatures. Preprint (BioRxiv).
URL DOI
Nikoletta Katsaouni, Marcel H. Schulz (2026). Hierarchical Representation Learning for Drug Mechanism-of-Action Prediction from Gene Expression Data. Preprint (BioRxiv).
URL DOI
PharmacoGenomics Rankor
Authors
Nikoletta Katsaouni (she/her)
Postdoc

I am a bioinformatics researcher working at the intersection of AI, genomics, and personalised medicine. My research focuses on developing machine-learning approaches to integrate complex biomedical data and support patient-specific prediction, therapeutic decision-making, and therapy selection.

My broader goal is to bring AI closer to truly personalised medicine — because when it comes to biology, one size rarely fits all.