no code implementations • 25 Feb 2025 • Aline Xavier Fidêncio, Felix Grün, Christian Klaes, Ioannis Iossifidis
Results show the framework's promise, with RL agents learning control policies from user interactions and achieving robust performance across datasets.
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.