no code implementations • ICLR 2022 • Amit Suveer, Walter de Back, Nadieh Khalili, Yijiang Chen, Kristian Eurén, Andrew Janowczyk, Arto Järvinen
Our proposed method can be utilised for slide-level QC as well as the identification of artefacts within a slide.
1 code implementation • 26 Jul 2021 • Sophia J. Wagner, Nadieh Khalili, Raghav Sharma, Melanie Boxberg, Carsten Marr, Walter de Back, Tingying Peng
Alternatively, color augmentation can be applied during training leading to a more robust model without the extra step of color normalization at test time.
1 code implementation • MIDL 2019 • Sarah Schmell, Falk Zakrzewski, Walter de Back, Martin Weigert, Uwe Schmidt, Torsten Wenke, Silke Zeugner, Robert Mantey, Christian Sperling, Ingo Roeder, Pia Hoenscheid, Daniela Aust, Gustavo Baretton
It mimics the pathological assessment and relies on the detection and localization of interphase nuclei based on instance segmentation networks.
no code implementations • 18 Apr 2019 • André Scholich, Simon Syga, Hernán Morales-Navarrete, Fabián Segovia-Miranda, Hidenori Nonaka, Kirstin Meyer, Walter de Back, Lutz Brusch, Yannis Kalaidzidis, Marino Zerial, Frank Jülicher, Benjamin M. Friedrich
We propose a conceptual and algorithmic framework to characterize complex patterns of polarity proteins on the surface of a cell in terms of a multipole expansion.