Luca Canalini

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Euclidean Distance Transform

Unsupervised Learning

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Medical Image Anal.

Medical Imaging: Computer-Aided Diagnosis

Publications

Sina Walluscheck, Luca Canalini, Jan Klein, Stefan Heldmann
Unsupervised learning of healthy anatomy for anomaly detection in brain CT scans. Medical Imaging: Computer-Aided Diagnosis (2023)
Sina Walluscheck, Luca Canalini, Hannah Strohm, Susanne Diekmann, Jan Klein, Stefan Heldmann
MR-CT multi-atlas registration guided by fully automated brain structure segmentation with CNNs. Int. J. Comput. Assist. Radiol. Surg. 18 (3) (2023)
Ivan Ezhov, Kevin Scibilia, Katharina Franitza, Felix Steinbauer, Suprosanna Shit, Lucas Zimmer, Jana Lipková, Florian Kofler, Johannes C. Paetzold, Luca Canalini, Diana Waldmannstetter, Martin J. Menten, Marie Metz, Benedikt Wiestler, Bjoern H. Menze
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling. Medical Image Anal. 83 (2023)
Luca Canalini, Jan Klein, Nuno Pedrosa de Barros, Diana Maria Sima, Dorothea Miller, Horst K. Hahn
Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions. CoRR (2022)
Luca Canalini, Jan Klein, Annika Gerken, Stefan Heldmann, Alessa Hering, Horst K. Hahn
Iterative Method to Register Longitudinal MRI Acquisitions in Neurosurgical Context. BrainLes@MICCAI (2022)
Ivan Ezhov, Kevin Scibilia, Katharina Franitza, Felix Steinbauer, Suprosanna Shit, Lucas Zimmer, Jana Lipková, Florian Kofler, Johannes C. Paetzold, Luca Canalini, Diana Waldmannstetter, Martin Menten, Marie Metz, Benedikt Wiestler, Bjoern H. Menze
Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling. CoRR (2021)
Luca Canalini, Jan Klein, Nuno Pedrosa de Barros, Diana Maria Sima, Dorothea Miller, Horst K. Hahn
Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions. Medical Imaging: Image-Guided Procedures (2021)
Luca Canalini, Jan Klein, Dorothea Miller, Ron Kikinis
Enhanced registration of ultrasound volumes by segmentation of resection cavity in neurosurgical procedures. Int. J. Comput. Assist. Radiol. Surg. 15 (12) (2020)
Luca Canalini, Jan Klein, Dorothea Miller, Ron Kikinis
Registration of Ultrasound Volumes Based on Euclidean Distance Transform. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
Luca Canalini, Jan Klein, Dorothea Miller, Ron Kikinis
Segmentation-based registration of ultrasound volumes for glioma resection in image-guided neurosurgery. Int. J. Comput. Assist. Radiol. Surg. 14 (10) (2019)
Fabrizio Cutolo, Stefano Carli, Paolo Domenico Parchi, Luca Canalini, Mauro Ferrari, Michele Lisanti, Vincenzo Ferrari
AR interaction paradigm for closed reduction of long-bone fractures via external fixation. VRST (2016)