Marei Freitag

ORCID: 0009-0005-0920-2535
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About
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Research Areas
  • Image Processing Techniques and Applications
  • Cell Image Analysis Techniques
  • Risk and Safety Analysis
  • Advanced Electron Microscopy Techniques and Applications
  • Image and Signal Denoising Methods
  • Neural Networks and Applications
  • Advanced Numerical Analysis Techniques
  • AI in cancer detection

University of Göttingen
2025

Czech Academy of Sciences, Institute of Computer Science
2023

Abstract We present Segment Anything for Microscopy, a tool interactive and automatic segmentation tracking of objects in multi-dimensional microscopy data. Our method is based on Anything, vision foundation model image segmentation. extend it by training specialized models data that significantly improve quality wide range imaging conditions. also implement annotation tools (volumetric) tracking, speed up compared to established tools. work constitutes the first application microscopy,...

10.1101/2023.08.21.554208 preprint EN cc-by bioRxiv (Cold Spring Harbor Laboratory) 2023-08-22
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