Author

C. Pylatiuk

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

Biology Disciplines

Click to filter author papers

Zoology· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 2 Assay:imaging· 2 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:non-human primate· 1

Frequent Co-Authors

S. Schmidt· 2 shared F. Lapp· 1 shared H. Shirali· 1 shared J. Hübner· 1 shared L. Wuehrl· 1 shared M. Balke· 1 shared M. Giersch· 1 shared M. Raupach· 1 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersZoology

S. Schmidt

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Image-Based Recognition of Parasitoid Wasps Using Advanced Neural Networks

H. Shirali, J. Hübner, R. Both, M. Raupach, S. Schmidt, C. Pylatiuk

The paper presents a neural network approach for image-based classification of parasitoid wasps, achieving 96% accuracy in species and sex classification.

bioRxiv · Jan 1, 2024Zoology

DiversityScanner: Robotic discovery of small invertebrates with machine learning methods

L. Wuehrl, C. Pylatiuk, M. Giersch, F. Lapp, T. von Rintelen, M. Balke, S. Schmidt, P. Cerretti, R. Meier

DiversityScanner automates invertebrate sorting and classification using a robot and CNN, achieving 91.4% precision in identifying 14 insect classes and estimating biomass.

Molecular Ecology Resources · Dec 23, 2021Peer-reviewedZoology