no code implementations • 30 Apr 2024 • Felix Grün, Marcus Nolte, Markus Maurer
The foundational role of datasets in defining the capabilities of deep learning models has led to their rapid proliferation.
no code implementations • 29 Dec 2022 • Felix Grün, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis
In recent years distributional reinforcement learning has produced many state of the art results.
4 code implementations • 20 Feb 2017 • Patrick Ferdinand Christ, Florian Ettlinger, Felix Grün, Mohamed Ezzeldin A. Elshaera, Jana Lipkova, Sebastian Schlecht, Freba Ahmaddy, Sunil Tatavarty, Marc Bickel, Patrick Bilic, Markus Rempfler, Felix Hofmann, Melvin D Anastasi, Seyed-Ahmad Ahmadi, Georgios Kaissis, Julian Holch, Wieland Sommer, Rickmer Braren, Volker Heinemann, Bjoern Menze
In the first step, we train a FCN to segment the liver as ROI input for a second FCN.
Automatic Liver And Tumor Segmentation Lesion Segmentation +2
1 code implementation • 20 Feb 2017 • Patrick Ferdinand Christ, Florian Ettlinger, Georgios Kaissis, Sebastian Schlecht, Freba Ahmaddy, Felix Grün, Alexander Valentinitsch, Seyed-Ahmad Ahmadi, Rickmer Braren, Bjoern Menze
A 3D neural network (SurvivalNet) then predicts the HCC lesions' malignancy from the HCC tumor segmentation.
no code implementations • 24 Jun 2016 • Felix Grün, Christian Rupprecht, Nassir Navab, Federico Tombari
Over the last decade, Convolutional Neural Networks (CNN) saw a tremendous surge in performance.