Author

Manfred Stoyke

Federal Office of Consumer Protection and Food Safety

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· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Kapil NichaniiD· 2 shared Petra Gowik· 2 shared Steffen UhligiD· 2 shared Bertrand ColsoniD· 1 shared Carsten Uhlig· 1 shared Gerd Huschek· 1 shared Harshadrai M. RaweliD· 1 shared Josephine Bönick· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Kapil NichaniORCID

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2 papers

Recent·Most cited

Validation of binary non-targeted approaches: mathematical framework and experimental designs

Steffen Uhlig, Kapil Nichani, Manfred Stoyke, Petra Gowik

This paper develops a mathematical framework and experimental designs for validating binary non-targeted methods to improve their reliability and performance in food fraud detection.

bioRxiv · Jan 19, 2021 · PreprintBioinformatics

AI-based identification of grain cultivars via non-target mass spectrometry

Kapil Nichani, Steffen Uhlig, Bertrand Colson, Karina Hettwer, Kirsten Simon, Josephine Bönick, Carsten Uhlig, Harshadrai M. Rawel, Manfred Stoyke, Petra Gowik, Gerd Huschek

The paper uses AI and non-target mass spectrometry to distinguish wheat and spelt cultivars and validates the method's discriminatory power.

bioRxiv · May 7, 2020 · PreprintBioinformatics