Author

Sebastian Vollmer

German Research Centre for Artificial Intelligence

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1

Frequent Co-Authors

Andreas Dengel· 2 shared Ahtisham Fazeel Abbasi· 1 shared Muhammad Nabeel AsimiD· 1 shared Muhammad Nabeel Asim· 1 shared Muhammad Sajjad· 1 shared Naafey AameriD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 9 mutual co-author links

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2 shared papersBioinformatics

Andreas Dengel

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2 papers

Recent·Most cited

Explainable Artificial Intelligence for Cross-Dataset Generalizable Biomarker Discovery in Cardiovascular diseases (CVDs)

Ahtisham Fazeel Abbasi, Muhammad Sajjad, Sebastian Vollmer, Andreas Dengel, Muhammad Nabeel Asim

This study harmonizes cross-platform gene expression data using three techniques, evaluates ML/DL classifiers, and applies XAI methods to identify interpretable biomarkers for cardiovascular diseases.

bioRxiv · Jul 27, 2026 · PreprintBioinformatics

An Explainable Knowledge Graph-Driven Approach to Decipher the Link Between Brain Disorders and the Gut Microbiome

Naafey Aamer, Muhammad Nabeel Asim, Sebastian Vollmer, Andreas Dengel

This paper introduces GNN-GBA, a graph neural network that identifies mechanistic pathways linking gut microbes to brain disorders using a large biomedical knowledge graph.

bioRxiv · Apr 16, 2026 · PreprintBioinformatics