4 citations
2 papers
cs.CV2022★ 2 cited
Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions
Luca Canalini, Jan Klein, Nuno Pedrosa de Barros +3
In this work, we compare five deep learning solutions to automatically segment the resection cavity in postoperative MRI. The proposed methods are based on the same 3D U-Net archit…
eess.IV2020★ 4 cited
Registration of ultrasound volumes based on Euclidean distance transform
Luca Canalini, Jan Klein, Dorothea Miller +1
During neurosurgical operations, surgeons can decide to acquire intraoperative data to better proceed with the removal of a tumor. A valid option is given by ultrasound (US) imagin…