Georg Hille

According to our database, Georg Hille authored at least 18 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Transformers for colorectal cancer segmentation in CT imaging.

Georg Hille, Pavan Tummala, Lena Spitz, Sylvia Saalfeld

Int. J. Comput. Assist. Radiol. Surg., October, 2024

Advanced Deep Learning for Skin Histoglyphics at Cellular Level.

Robert Kreher, Naveeth Reddy Chitti, Georg Hille, Janine Hürtgen, Miriam Mengoni, Andreas Dominik Braun, Thomas Tüting, Bernhard Preim, Sylvia Saalfeld

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Joint liver and hepatic lesion segmentation in MRI using a hybrid CNN with transformer layers.

Georg Hille, Shubham Agrawal, Pavan Tummala, Christian Wybranski, Maciej Pech, Alexey Surov, Sylvia Saalfeld

Comput. Methods Programs Biomed., October, 2023

Automatic Lung Nodule Segmentation in CT Imaging using an Improved 3D-Res2Unet.

Pavan Tummala, Georg Hille, Sylvia Saalfeld

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022

Joint Liver and Hepatic Lesion Segmentation using a Hybrid CNN with Transformer Layers.

Georg Hille, Shubham Agrawal, Christian Wybranski, Maciej Pech, Alexey Surov, Sylvia Saalfeld

CoRR, 2022

2020

Computer-assisted approaches to support radiofrequency ablations of spinal metastases

Georg Hille

PhD thesis, 2020

Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks.

Georg Hille, Johannes Steffen, Max Dünnwald, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies

CoRR, 2020

Automatic Segmentation of Necrosis Zones after Radiofrequency Ablation of Spinal Metastases.

Johannes Steffen, Georg Hille, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

2019

A two-step risk assessment method for radiofrequency ablations of spine metastases.

Nico Merten, Simon Adler, Georg Hille, Magnus Hanses, Mathias Becker, Sylvia Saalfeld, Bernhard Preim

Comput. Biol. Medicine, 2019

A CNN-Based Framework for Statistical Assessment of Spinal Shape and Curvature in Whole-Body MRI Images of Large Populations.

Philipp Ernst, Georg Hille, Christian Hansen, Klaus Tönnies, Marko Rak

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Automatic Perception Enhancement for Simulated Retinal Implants.

Johannes Steffen, Georg Hille, Klaus Tönnies

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network.

Georg Hille, Max Dünnwald, Mathias Becker, Johannes Steffen, Sylvia Saalfeld, Klaus Tönnies

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Vertebral body segmentation in wide range clinical routine spine MRI data.

Georg Hille, Sylvia Saalfeld, Steffen Serowy, Klaus D. Tönnies

Comput. Methods Programs Biomed., 2018

Multi-segmental spine image registration supporting image-guided interventions of spinal metastases.

Georg Hille, Sylvia Saalfeld, Steffen Serowy, Klaus Tönnies

Comput. Biol. Medicine, 2018

Computer-aided Detection of the Most Suitable MRI Sequences for Subsequent Spinal Metastasis Delineation.

Georg Hille, Steffen Serowy, Klaus Tönnies, Sylvia Saalfeld

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017

Assessing the Benefits of Interactive Patient-Specific Visualisations for Patient Information.

Georg Hille, Nico Merten, Steffen Serowy, Sylvia Glaßer, Klaus D. Tönnies, Bernhard Preim

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016

Hybrid Level-Sets for Vertebral Body Segmentation in Clinical Spine MRI.

Georg Hille, Sylvia Glaßer, Klaus D. Tönnies

Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

2015

Regionenbasierte rigide Bildregistrierung von präoperativen MR- und intraoperativen Dyna-CT-.Bildern zur Interventionsunterstützung bei Wirbelkörpermetastasen.

Georg Hille, Sylvia Glaßer, Oleksandr Riabikin, Klaus D. Tönnies

Proceedings of the 14. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2015