63 citations · 63 across the 1 of their papers we have counts for
4 papers · 1 filter
Privacy-preserving Federated Brain Tumour Segmentation
Wenqi Li, Fausto Milletarì, Daguang Xu +8
Due to medical data privacy regulations, it is often infeasible to collect and share patient data in a centralised data lake. This poses challenges for training machine learning al…
Redefining Ultrasound Compounding: Computational Sonography
Rüdiger Göbl, Diana Mateus, Christoph Hennersperger +2
Freehand three-dimensional ultrasound (3D-US) has gained considerable interest in research, but even today suffers from its high inter-operator variability in clinical practice. Th…
CFCM: Segmentation via Coarse to Fine Context Memory
Fausto Milletari, Nicola Rieke, Maximilian Baust +2
Recent neural-network-based architectures for image segmentation make extensive usage of feature forwarding mechanisms to integrate information from multiple scales. Although yield…
Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks
Matthias Kohl, Christoph Walz, Florian Ludwig +2
Breast cancer is the most frequently diagnosed cancer and leading cause of cancer-related death among females worldwide. In this article, we investigate the applicability of densel…