Author

Kirstin Frost

QuoData (Germany)

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Heike Kaspar· 1 shared Kapil NichaniiD· 1 shared Karina Hettwer· 1 shared Petra Gowik· 1 shared Sabine KemmleiniD· 1 shared Steffen UhligiD· 1 shared Ulrike Steinacker· 1 shared Victor San Martin· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperMicrobiology

Heike Kaspar

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1 paper

Recent·Most cited

Non-targeted screening method for detecting temporal shifts in spectral patterns of Methicillin Resistance Staphylococcus aureus and post-hoc description of peak features

Kapil Nichani, Steffen Uhlig, Victor San Martin, Karina Hettwer, Kirstin Frost, Ulrike Steinacker, Heike Kaspar, Petra Gowik, Sabine Kemmlein

The paper presents a method to detect temporal shifts in MALDI-TOF MS spectral patterns of MRSA/MSSA using CNNs and statistical methods, with GradCam for feature analysis.

Microorganisms · Jan 3, 2026Peer-reviewedMicrobiology