Georg Hille

22 papers C 2Journal 9Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep learning-based segmentation of acute pulmonary embolism in cardiac CT images.
Int. J. Comput. Assist. Radiol. Surg.
Ehsan Amini, Georg Hille, Janine Hürtgen, Alexey Surov, Sylvia Saalfeld
2026 — conf
Perfusion-aware Surgical Planning - Simulating the Effects on Planned Hepatic Resection Zones using Graph-based Vessel Modeling.
Bildverarbeitung für die Medizin
Janine Rothert, Judith L. Salz, Joy Rakshit, Viola Ehses, Florentine Huettl, Tobias Huber, Hauke Lang, Georg Rose, Sylvia Saalfeld, Georg Hille
2025 J jnl
Multilabel segmentation and analysis of skeletal muscle and adipose tissue in routine abdominal CT scans.
Comput. Biol. Medicine
Robert Kreher, Georg Hille, Bernhard Preim, Mattes Hinnerichs, Jan Borggrefe, Alexey Surov, Sylvia Saalfeld
2025 — conf
Segmentation of Spinal Necrosis Zones in MRI.
Bildverarbeitung für die Medizin
Janine Hürtgen, Sylvia Saalfeld, Robert Kreher, Mathias Becker, Georg Rose, Georg Hille
2024 — conf
Advanced Deep Learning for Skin Histoglyphics at Cellular Level.
Bildverarbeitung für die Medizin
Robert Kreher, Naveeth Reddy Chitti, Georg Hille, Janine Hürtgen, Miriam Mengoni, Andreas Dominik Braun, Thomas Tüting, Bernhard Preim, Sylvia Saalfeld
2024 J jnl
Transformers for colorectal cancer segmentation in CT imaging.
Int. J. Comput. Assist. Radiol. Surg.
Georg Hille, Pavan Tummala, Lena Spitz, Sylvia Saalfeld
2023 — conf
Automatic Lung Nodule Segmentation in CT Imaging using an Improved 3D-Res2Unet.
Bildverarbeitung für die Medizin
Pavan Tummala, Georg Hille, Sylvia Saalfeld
2023 J jnl
Joint liver and hepatic lesion segmentation in MRI using a hybrid CNN with transformer layers.
Comput. Methods Programs Biomed.
Georg Hille, Shubham Agrawal, Pavan Tummala, Christian Wybranski, Maciej Pech, Alexey Surov, Sylvia Saalfeld
2022 J jnl
Joint Liver and Hepatic Lesion Segmentation using a Hybrid CNN with Transformer Layers.
CoRR
Georg Hille, Shubham Agrawal, Christian Wybranski, Maciej Pech, Alexey Surov, Sylvia Saalfeld
2020 C conf
Automatic Segmentation of Necrosis Zones after Radiofrequency Ablation of Spinal Metastases.
ICPRAM
Johannes Steffen, Georg Hille, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies
2020 — —
Computer-assisted approaches to support radiofrequency ablations of spinal metastases
Georg Hille
2020 J jnl
Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks.
CoRR
Georg Hille, Johannes Steffen, Max Dünnwald, Mathias Becker, Sylvia Saalfeld, Klaus Tönnies
2019 — conf
A CNN-Based Framework for Statistical Assessment of Spinal Shape and Curvature in Whole-Body MRI Images of Large Populations.
MICCAI (4)
Philipp Ernst, Georg Hille, Christian Hansen, Klaus Tönnies, Marko Rak
2019 J jnl
A two-step risk assessment method for radiofrequency ablations of spine metastases.
Comput. Biol. Medicine
Nico Merten, Simon Adler, Georg Hille, Magnus Hanses, Mathias Becker, Sylvia Saalfeld, Bernhard Preim
2019 C conf
Automatic Perception Enhancement for Simulated Retinal Implants.
ICPRAM
Johannes Steffen, Georg Hille, Klaus Tönnies
2019 — conf
Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network.
Bildverarbeitung für die Medizin
Georg Hille, Max Dünnwald, Mathias Becker, Johannes Steffen, Sylvia Saalfeld, Klaus Tönnies
2018 — conf
Computer-aided Detection of the Most Suitable MRI Sequences for Subsequent Spinal Metastasis Delineation.
Bildverarbeitung für die Medizin
Georg Hille, Steffen Serowy, Klaus Tönnies, Sylvia Saalfeld
2018 J jnl
Multi-segmental spine image registration supporting image-guided interventions of spinal metastases.
Comput. Biol. Medicine
Georg Hille, Sylvia Saalfeld, Steffen Serowy, Klaus Tönnies
2018 J jnl
Vertebral body segmentation in wide range clinical routine spine MRI data.
Comput. Methods Programs Biomed.
Georg Hille, Sylvia Saalfeld, Steffen Serowy, Klaus D. Tönnies
2017 — conf
Assessing the Benefits of Interactive Patient-Specific Visualisations for Patient Information.
Bildverarbeitung für die Medizin
Georg Hille, Nico Merten, Steffen Serowy, Sylvia Glaßer, Klaus D. Tönnies, Bernhard Preim
2016 — conf
Hybrid Level-Sets for Vertebral Body Segmentation in Clinical Spine MRI.
MIUA
Georg Hille, Sylvia Glaßer, Klaus D. Tönnies
2015 — conf
Regionenbasierte rigide Bildregistrierung von präoperativen MR- und intraoperativen Dyna-CT-.Bildern zur Interventionsunterstützung bei Wirbelkörpermetastasen.
CURAC
Georg Hille, Sylvia Glaßer, Oleksandr Riabikin, Klaus D. Tönnies