Author

Simon Flügel

Osnabrück UniversityORCID 0000-0003-3754-9016Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:metabolomics· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Charlotte TumescheitiD· 1 shared Fabian NeuhausiD· 1 shared Janna HastingsiD· 1 shared Martin F. LarraldeiD· 1 shared Martin GlaueriD· 1 shared Till MossakowskiiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Charlotte TumescheitORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 30, 2025

Ontology pre-training improves machine learning-based predictions for metabolites

Charlotte Tumescheit, Martin Glauer, Simon Flügel…·Janna Hastings

The paper introduces ontology pre-training to improve machine learning predictions for metabolites by integrating bio-ontology knowledge, showing better performance and faster training.

DOI 10.1101/2025.09.30.679573

metabolomicsstatistical model