Publications

Rüdiger Schmitz, Frederic Madesta, Maximilian Nielsen, René Werner, Thomas Rösch (2019). Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture. arXiv.

PDF Project Project

Nils Gessert, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Ivo Matteo Baltruschat, René Werner, Alexander Schlaefer (2019). Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting. IEEE Trans. Biomed. Engineering.

Nils Gessert, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Ivo Matteo Baltruschat, René Werner, Alexander Schlaefer (2018). Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting. arXiv.

Ivo Matteo Baltruschat, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Nils Gessert, René Werner, Tobias Knopp (2018). Ensemble Building of State-of-the-art Models for Skin Lesion Boundary Segmentation. arXiv.