Author

Maren Denise Lange

University of Münster

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

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Alexander DürriD· 1 shared Anupam SahiD· 1 shared Christina LillesaariD· 1 shared Christoph M. FlathiD· 1 shared Cora R. von CollenbergiD· 1 shared Corinna MartiniD· 1 shared Dennis SegebarthiD· 1 shared Dominik Fiedler· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperNeuroscience

Alexander DürrORCID

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1 paper

Recent·Most cited

NeuroscienceeLifePeer-reviewedOct 19, 2020

On the objectivity, reliability, and validity of deep learning enabled bioimage analyses

Dennis Segebarth, Matthias Griebel, Nikolai Stein…·Robert Blum

This study evaluates deep learning methods for bioimage analysis, showing that integrating ground truth estimation and model training improves objectivity, reliability, and validity.

52 citations

imagingdeep learning

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