Fabian Woller

POME provides graph-based embeddings for partially observed mixed-type biomedical data, achieving state-of-the-art imputation and enabling downstream analyses like subgroup discovery and predictive modeling.

This study expands the human plasma proteome analysis using an enhanced SomaScan platform, identifying new genetic associations and disease mechanisms beyond the classical secretome.

SignifiKANTE computes efficient P-values for gene regulatory networks by clustering target genes to reduce computational cost.

GNExT is a web-based platform that integrates GWAS data with systems medicine approaches to identify potential drug repurposing candidates and enable large-scale network medicine investigations.