Author

Fabian Neuhaus

Otto-von-Guericke-Universität MagdeburgORCID 0000-0002-1058-3102Unclaimed 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 Janna HastingsiD· 1 shared Martin F. LarraldeiD· 1 shared Martin GlaueriD· 1 shared Simon FlügeliD· 1 shared Till MossakowskiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Charlotte TumescheitORCID

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1 paper

Recent·Most cited

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

Charlotte Tumescheit, Martin Glauer, Simon Flügel, Martin F. Larralde, Fabian Neuhaus, Till Mossakowski, 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.

bioRxiv · Sep 30, 2025 · PreprintBioinformatics