Author

A. Schwandner

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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Plant Biology· 2

Signature Assays, Organisms & Methods

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Organism:virus· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

L. Hausmann· 2 shared R. Töpfer· 2 shared B. Pucker· 1 shared B. Weisshaar· 1 shared D. Holtgräwe· 1 shared D. Zendler· 1 shared E. Zyprian· 1 shared N. Malagol· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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2 shared papersPlant Biology

L. Hausmann

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2 papers

Recent·Most cited

High-throughput phenotyping of leaf discs infected withgrapevine downy mildew using shallow convolutionalneural networks

D. Zendler, N. Malagol, A. Schwandner, R. Töpfer, L. Hausmann, E. Zyprian

The paper develops a shallow convolutional neural network to automate disease severity scoring in grapevine leaf discs infected with downy mildew, showing high correlation with manual scoring.

bioRxiv · Aug 19, 2021Plant Biology

RNA-Seq Time Series of Vitis vinifera Bud Development Reveals Correlation of Expression Patterns with the Local Temperature Profile

B. Pucker, A. Schwandner, S. Becker, L. Hausmann, P. Viehöver, R. Töpfer, B. Weisshaar, D. Holtgräwe

The paper generates an RNA-Seq time series dataset of grapevine bud development and finds a correlation between increased temperatures and heat-shock protein gene expression, with a developmental switch in July.

bioRxiv · Oct 18, 2020Plant Biology