Search Results for author: Christof Bertram

Found 4 papers, 3 papers with code

Quantifying the Scanner-Induced Domain Gap in Mitosis Detection

2 code implementations30 Mar 2021 Marc Aubreville, Christof Bertram, Mitko Veta, Robert Klopfleisch, Nikolas Stathonikos, Katharina Breininger, Natalie ter Hoeve, Francesco Ciompi, Andreas Maier

Hypothesizing that the scanner device plays a decisive role in this effect, we evaluated the susceptibility of a standard mitosis detection approach to the domain shift introduced by using a different whole slide scanner.

Mitosis Detection

SlideRunner - A Tool for Massive Cell Annotations in Whole Slide Images

1 code implementation7 Feb 2018 Marc Aubreville, Christof Bertram, Robert Klopfleisch, Andreas Maier

It provides single-click annotations as well as a blind mode for multi-annotations, where the expert is directly shown the microscopy image containing the cells that he has not yet rated.

Mitosis Detection whole slide images

A Guided Spatial Transformer Network for Histology Cell Differentiation

no code implementations26 Jul 2017 Marc Aubreville, Maximilian Krappmann, Christof Bertram, Robert Klopfleisch, Andreas Maier

The algorithm is able to derive the cell class (mitotic tumor cells, non-mitotic tumor cells and granulocytes) and their position within an image.

General Classification

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