Author

Lennart Purucker

University of FreiburgORCID 0009-0001-1181-0549Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:DNA methylation· 2 Organism:human· 2 Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Research Focus:GWAS / association mapping· 1

Frequent Co-Authors

Carola Sophia HeinzeliD· 2 shared Frank HutteriD· 2 shared Peter PfaffelhuberiD· 2 shared Theresa Maurer· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersGenetics

Carola Sophia HeinzelORCID

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2 papers

Recent·Most cited

GeneticsbioRxivPreprintNov 8, 2025

Enhancing Intra-Continental Biogeographical Ancestry Prediction Through a Machine Learning Marker Selection Method

Theresa Maurer, Lennart Purucker, Frank Hutter…·Carola Sophia Heinzel

The paper improves intra-European ancestry prediction by selecting informative genetic markers using machine learning, achieving higher accuracy than existing marker panels.

DOI 10.1101/2025.11.08.687358

humanDNA methylation

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GeneticsForensic Science International GeneticsPeer-reviewedJun 13, 2025

Advancing Biogeographical Ancestry Predictions Through Machine Learning

Carola Sophia Heinzel, Lennart Purucker, Frank Hutter, Peter Pfaffelhuber

This paper benchmarks forensic ancestry prediction tools against TabPFN, showing TabPFN outperforms existing methods in accuracy and ROC AUC.

7 citations

humanDNA methylation

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