Author

Andreas Witzmann

F. Hoffmann-La Roche AG

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

David Baehrens· 1 shared Luisa Queiros· 1 shared Marc Sumner· 1 shared Mateusz Bednarski· 1 shared Ṣẹ̀yẹ Abògúnr̀iniD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

David Baehrens

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1 paper

Recent·Most cited

Are Machines-learning Methods More Efficient than Humans in Triaging Literature for Systematic Reviews?

Ṣẹ̀yẹ Abògúnr̀in, Luisa Queiros, Mateusz Bednarski, Marc Sumner, David Baehrens, Andreas Witzmann

This study compares machine learning methods to human triaging of literature for systematic reviews, finding that automated methods save significant time while maintaining reasonable accuracy.

bioRxiv · Sep 30, 2021 · PreprintBioinformatics