334 citations
- Otto-von-Guericke-Universität MagdeburgDE16 papers
- German Center for Neurodegenerative DiseasesDE12 papers
- Human TechnopoleIT5 papers
- Leibniz Institute for NeurobiologyDE3 papers
- Medizinische Hochschule HannoverDE3 papers
- University Hospital MagdeburgDE3 papers
- Helmholtz-Zentrum HereonDE2 papers
- Radboud University NijmegenNL2 papers
- UNSW SydneyAU2 papers
- AGH University of KrakowPL1 paper
- Apollo HospitalsIN1 paper
- BG Klinikum DuisburgDE1 paper
Showing 2023 · cs.CVShow all
3 papers · 2 filters
cs.CV2023★ 1 cited
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation
Soumick Chatterjee, Franziska Gaidzik, Alessandro Sciarra +5
In the domain of medical imaging, many supervised learning based methods for segmentation face several challenges such as high variability in annotations from multiple experts, pau…
cs.CV2023★ 35 cited
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…
cs.CV2023★ 26 cited
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN
Soumick Chatterjee, Pavan Tummala, Oliver Speck +1
Neural networks, especially convolutional neural networks (CNN), are one of the most common tools these days used in computer vision. Most of these networks work with real-valued d…