Framing image registration as a landmark detection problem for better representation of clinical relevance

no code implementations • 31 Jul 2023 • Diana Waldmannstetter, Benedikt Wiestler, Julian Schwarting, Ivan Ezhov, Marie Metz, Spyridon Bakas, Bhakti Baheti, Satrajit Chakrabarty, Jan S. Kirschke, Rolf A. Heckemann, Marie Piraud, Florian Kofler, Bjoern H. Menze

Nowadays, registration methods are typically evaluated based on sub-resolution tracking error differences.

Image Registration

Primitive Simultaneous Optimization of Similarity Metrics for Image Registration

no code implementations • 4 Apr 2023 • Diana Waldmannstetter, Benedikt Wiestler, Julian Schwarting, Ivan Ezhov, Marie Metz, Spyridon Bakas, Bhakti Baheti, Satrajit Chakrabarty, Daniel Rueckert, Jan S. Kirschke, Rolf A. Heckemann, Marie Piraud, Bjoern H. Menze, Florian Kofler

Even though simultaneous optimization of similarity metrics is a standard procedure in the field of semantic segmentation, surprisingly, this is much less established for image registration.

Image Registration Semantic Segmentation