Sebastian Pölsterl
- BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning
2019/05/16 by Abhijit Guha Roy, Roy, Abhijit Guha, Shayan Siddiqui +7 · 18 citations
Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D\n MRI Scans with Geometric Deep Neural Networks
2022/03/17 by Fabian Bongratz, Anne-Marie Rickmann, Bongratz, Fabian +5 · 10 citations
Medicine · #Advanced Neuroimaging Techniques and Applications #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications
- 'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images
2019/02/04 by Abhijit Guha Roy, Roy, Abhijit Guha, Shayan Siddiqui +7 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning
2023/12/15 by Tom Nuno Wolf, Fabian Bongratz, Wolf, Tom Nuno +7 · 2 citations
Computer Science · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Is a PET all you need? A multi-modal study for Alzheimer's disease using 3D CNNs
2022/07/05 by Marla Narazani, Ignacio Sarasúa, Narazani, Marla +9 · 1 citation
Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #electronic engineering #information engineering