Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence

no code implementations • 9 Feb 2021 • Oleksii Bashkanov, Anneke Meyer, Daniel Schindele, Martin Schostak, Klaus Tönnies, Christian Hansen, Marko Rak

We show that the combination of mDSC and SDM similarity measures results in a more accurate and natural transformation pattern together with a stronger gradient coverage.

Image Registration Segmentation +1

Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks

no code implementations • 8 Jan 2020 • Georg Hille, Johannes Steffen, Max Dünnwald, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies

This study's objective was to segment spinal metastases in diagnostic MR images using a deep learning-based approach.

Segmentation Specificity