Author

Fotis Aisopos

National Centre of Scientific Research "Demokritos"ORCID 0000-0002-3942-0673Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:graph neural network· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

George PaliourasiD· 2 shared Adelaide Maria Fernandes Borralho· 1 shared Alain Geille· 1 shared Albert Carbonell· 1 shared Alessandro PrigioneiD· 1 shared Alex Garanto· 1 shared Alex Mackenzie· 1 shared Anastasia KritharaiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

George PaliourasORCID

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2 papers

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedMay 7, 2026

KG-Bench: Benchmarking Graph Neural Network Algorithms for Drug Repurposing

Siqi Wei, Christo Sasi, Jelle Piepenbrock…·Sara Pintado

KG-Bench benchmarks graph neural networks for drug repurposing using the Open Targets dataset, finding TransformerConv achieves the highest performance.

DOI 10.1093/bioinformatics/btag159

graph neural networkbenchmarking

𝕏 PostBluesky

Genetic & Genomic MedicineAlzheimer s & Dementia Diagnosis Assessment & Disease MonitoringPeer-reviewedJan 1, 2022

Machine learning methods applied to genotyping data capture interactions between single nucleotide variants in late onset Alzheimer's disease

Magdalena Arnal, Giorgio Bini, Dietmar Fernández‐Orth…·Gian Gaetano Tartaglia

The paper uses machine learning to analyze genotyping data and identifies interactions between SNVs in late onset Alzheimer's disease, highlighting specific genomic profiles and interactions involving APOE and other genes.

9 citations

humanGWAS summary statistics

𝕏 PostBluesky