Author

T. F. Döbert

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Biology Disciplines

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Ecology· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. Nguyen· 1 shared A. Tilker· 1 shared A. Wilting· 1 shared C. Fiderer· 1 shared J. Axtner· 1 shared J. Niedballa· 1 shared M. Heurich· 1 shared S. T. Wong· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperEcology

A. Nguyen

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1 paper

Recent·Most cited

EcologybioRxivDec 16, 2021

imageseg: an R package for deep learning-based image segmentation

J. Niedballa, J. Axtner, T. F. Döbert…·A. Wilting

The paper introduces an R package for deep learning-based image segmentation, demonstrating its utility in ecological applications with high accuracy models for forest structure.

DOI 10.1111/2041-210x.13984

imagingdeep learning

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