Author

Alexander Rakowski

Hasso Plattner InstituteORCID 0000-0002-8134-6729Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:fine-mapping· 1 Research Focus:GWAS / association mapping· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Christoph LippertiD· 2 shared Remo MontiiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersGenetic & Genomic Medicine

Christoph LippertORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Genetic & Genomic MedicinePLoS GeneticsPeer-reviewedJun 29, 2026

Multiple instance fine-mapping: predicting causal regulatory variants with a deep sequence model

Alexander Rakowski, Christoph Lippert

The paper introduces MIFM, a deep learning method to predict causal regulatory variants from GWAS data using weak labels and DNA sequences, improving cross-ancestry risk prediction and variant disentanglement.

DOI 10.1371/journal.pgen.1012208

GWAS summary statisticsdeep learning

Genetic & Genomic MedicinemedRxivPreprintJun 11, 2024

TransferGWAS of T1-weighted Brain MRI Data from the UK Biobank

Alexander Rakowski, Remo Monti, Christoph Lippert

This paper applies TransferGWAS to UK Biobank brain MRI data using deep features, identifying 289 loci and novel genetic correlations with traits like bone density and type 2 diabetes.

DOI 10.1101/2024.06.11.24308721

humanimaging