iRegNet: Non-Rigid Registration of MRI to Interventional US for Brain-Shift Compensation Using Convolutional Neural Networks

Accurate and safe neurosurgical intervention can be affected by intra-operative tissue deformation, known as brain-shift. In this study, we propose an automatic, fast, and accurate deformable method, called iRegNet, for registering pre-operative magnetic resonance images to intra-operative ultrasoun...

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Autores principales: Ramy A. Zeineldin, Mohamed E. Karar, Ziad Elshaer, Markus Schmidhammer, Jan Coburger, Christian R. Wirtz, Oliver Burgert, Franziska Mathis-Ullrich
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/b1bbf5bbb9cd4e6fa898e6363daf2102
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