Image registration between MRI and spot mammograms for X-ray guided stereotactic breast biopsy
Abstract
This work proposes a novel method for a matching tool between MRI and spot mammograms. Two registration methods are used : a biomechanical model based registration between MRI and full X-ray mammograms, followed by an image based registration between full and spot mammograms. The proposed methods have been tested using 51 patients from the Medical University of Vienna. For the analyzed dataset, the proposed methods showed not only promising results but also the feasibility of clinical use.
Keywords
Clinical Use; Deep Learning algorithms; Accumulative Registration; Image Based Registration; Biomechanical Model Registration; Klinische Anwendung; Deep Learning Algorithmen; Akkumulative Registrierung; Bildbasierte Registrierung; Registrierung Biomechanischer ModelleDOI
10.5445/KSP/1000170686ISBN
9783731513667Publisher
KIT Scientific PublishingPublisher website
https://www.ksp.kit.edu/index.php?link=shop&sort=allPublication date and place
2024Classification
Electrical engineering