Michael Sühling

75 papers A* 1B 6Journal 21Unranked 47
YearRankTypeTitle / Venue / Authors
2026 J jnl
A robust sampling technique for realistic distribution simulation in federated learning.
Int. J. Comput. Assist. Radiol. Surg.
Robin Hoepp, Leonhard Rist, Alexander Katzmann, Raghavan Ashok, Andreas Wimmer, Michael Sühling, Andreas Maier
2026 — conf
Hybrid Vessel Wall Segmentation for Assisted Annotation in CT Angiography.
Bildverarbeitung für die Medizin
Jacopo Bracci, Alexander Katzmann, Leonhard Rist, Linda Vorberg, Michael Sühling, Andreas Maier
2025 J jnl
Pancreatic duct centerline extraction for image unfolding in photon-counting CT.
Comput. Graph.
Jie Yi Tan, Leonhard Rist, Abraham Ayala Hernandez, Michael Sühling, Erik Gudman Steuble Brandt, Andreas K. Maier, Oliver Taubmann
2024 — conf
Abstract: Flexible Unfolding of Circular Structures for Rendering Textbook-style Cerebrovascular Maps.
Bildverarbeitung für die Medizin
Leonhard Rist, Oliver Taubmann, Hendrik Ditt, Michael Sühling, Andreas K. Maier
2024 — conf
Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger
2024 — conf
Bayesian Uncertainty Estimation Improves nnU-Net Generalization to Unseen Sites for Stroke Lesion Segmentation.
SWITCH/ISLES@MICCAI
Linda Vorberg, Hendrik Ditt, Michael Sühling, Andreas K. Maier, Nicolas Murray, Savvas Nicolaou, Oliver Taubmann
2024 J jnl
Neural Image Unfolding: Flattening Sparse Anatomical Structures using Neural Fields.
CoRR
Leonhard Rist, Pluvio Stephan, Noah Maul, Linda Vorberg, Hendrik Ditt, Michael Sühling, Andreas K. Maier, Bernhard Egger, Oliver Taubmann
2024 — conf
Pancreatic Vessel Landmark Detection in CT Angiography Using Prior Anatomical Knowledge.
AIPAD/PILM@MICCAI
Leonhard Rist, Christopher Homm, Félix Lades, Abraham Ayala Hernandez, Michael Sühling, Erik Gudman Steuble Brandt, Andreas K. Maier, Oliver Taubmann
2024 — conf
Robust Feature Selection for Classifying Early Ischemic Changes in Posterior Stroke.
SWITCH/ISLES@MICCAI
Leonhard Rist, Hendrik Ditt, Michael Sühling, Valentin Honus, Peter Schramm, Andreas K. Maier, Oliver Taubmann
2024 — conf
Usefulness of Monoenergetic Non-contrast CT and X-Map Images for Deep Learning-Based Stroke Lesion Segmentation.
SWITCH/ISLES@MICCAI
Linda Vorberg, Hendrik Ditt, Michael Sühling, Andreas K. Maier, Nicolas Murray, Savvas Nicolaou, Oliver Taubmann
2023 J jnl
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients.
Int. J. Comput. Assist. Radiol. Surg.
Leonhard Rist, Oliver Taubmann, Florian Thamm, Hendrik Ditt, Michael Sühling, Andreas Maier
2023 — conf
Flexible Unfolding of Circular Structures for Rendering Textbook-Style Cerebrovascular Maps.
MICCAI (5)
Leonhard Rist, Oliver Taubmann, Hendrik Ditt, Michael Sühling, Andreas K. Maier
2023 — conf
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.
ISBI
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier, Katharina Breininger
2023 J jnl
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography.
CoRR
Felix Denzinger, Michael Wels, Oliver Taubmann, Florian Kordon, Fabian Wagner, Stephanie Mehltretter, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier
2023 — conf
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression.
ISBI
Leonhard Rist, Oliver Taubmann, Alexander Mühlberg, Felix Denzinger, Florian Thamm, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Stefan Maurus, Leonie Gebauer, Thomas Huber, Andreas Maier
2022 — conf
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling.
MIDL
Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier
2022 J jnl
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling.
CoRR
Felix Denzinger, Michael Wels, Oliver Taubmann, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian J. Buss, Johannes Görich, Michael Sühling, Andreas K. Maier, Katharina Breininger
2021 — conf
Abstract: Automatic CAD-RADS Scoring using Deep Learning.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas Maier
2021 — conf
Coronary Plaque Analysis for CT Angiography Clinical Research.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling
2021 J jnl
Coronary Plaque Analysis for CT Angiography Clinical Research.
CoRR
Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling
2021 J jnl
Explaining clinical decision support systems in medical imaging using cycle-consistent activation maximization.
Neurocomputing
Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß
2020 — conf
Abstract: Coronary Artery Plaque Characterization from CCTA Scans Using DL and Radiomics.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier
2020 J jnl
Accuracy of radiomics for differentiating diffuse liver diseases on non-contrast CT.
Int. J. Comput. Assist. Radiol. Surg.
Fatemeh Homayounieh, Sanjay Saini, Leila Mostafavi, Ruhani Doda Khera, Michael Sühling, Bernhard Schmidt, Ramandeep Singh, Thomas Flohr, Mannudeep K. Kalra
2020 — conf
Automatic CAD-RADS Scoring Using Deep Learning.
MICCAI (6)
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier
2020 J jnl
Automatic CAD-RADS Scoring Using Deep Learning.
CoRR
Felix Denzinger, Michael Wels, Katharina Breininger, Mehmet A. Gülsün, Max Schöbinger, Florian André, Sebastian Buß, Johannes Görich, Michael Sühling, Andreas K. Maier
2020 — conf
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans.
Bildverarbeitung für die Medizin
Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier
2020 — conf
Deep Random Forests for Small Sample Size Prediction with Medical Imaging Data.
ISBI
Alexander Katzmann, Alexander Muehlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Gross
2020 J jnl
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization.
CoRR
Alexander Katzmann, Oliver Taubmann, Stephen Ahmad, Alexander Mühlberg, Michael Sühling, Horst-Michael Groß
2019 — conf
Computed Tomography Image-Based Deep Survival Regression for Metastatic Colorectal Cancer Using a Non-proportional Hazards Model.
PRIME@MICCAI
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Stefan Maurus, Julian Walter Holch, Volker Heinemann, Horst-Michael Groß
2019 — conf
Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics.
MICCAI (4)
Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier
2019 J jnl
Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics.
CoRR
Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas Maier
2019 J jnl
Deep Learning Algorithms for Coronary Artery Plaque Characterisation from CCTA Scans.
CoRR
Felix Denzinger, Michael Wels, Katharina Breininger, Anika Reidelshöfer, Joachim Eckert, Michael Sühling, Axel Schmermund, Andreas K. Maier
2019 — conf
Deep Metamemory - A Generic Framework for Stabilized One-Shot Confidence Estimation in Deep Neural Networks and its Application on Colorectal Cancer Liver Metastases Growth Prediction.
ISBI
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Horst-Michael Groß
2019 — conf
General purpose radiomics for multi-modal clinical research.
Computer-Aided Diagnosis
Michael G. Wels, Félix Lades, Alexander Muehlberg, Michael Sühling
2018 — conf
Geometric modeling of the aortic inner and outer vessel wall from CTA for aortic dissection analysis.
Image-Guided Procedures
Katharina Eigen, Michael Wels, Daniel Sebastian Dohle, Michael Sühling, Andreas K. Maier
2018 B conf
TumorEncode - Deep Convolutional Autoencoder for Computed Tomography Tumor Treatment Assessment.
IJCNN
Alexander Katzmann, Alexander Mühlberg, Michael Sühling, Dominik Nörenberg, Julian Walter Holch, Horst-Michael Groß
2017 — conf
Bone Fracture and Lesion Assessment using Shape-Adaptive Unfolding.
VCBM
Hannes Martinke, Christian Petry, Stefan Großkopf, Michael Sühling, Grzegorz Soza, Bernhard Preim, Gabriel Mistelbauer
2017 — conf
Growing a Random Forest with Fuzzy Spatial Features for Fully Automatic Artery-Specific Coronary Calcium Scoring.
MLMI@MICCAI
Felix Durlak, Michael Wels, Chris Schwemmer, Michael Sühling, Stefan Steidl, Andreas K. Maier
2016 — conf
3-D printing based production of head and neck masks for radiation therapy using CT volume data: A fully automatic framework.
ISBI
Shuqing Chen, Yanye Lu, Christian Hopfgartner, Michael Sühling, Stefan Steidl, Joachim Hornegger, Andreas K. Maier
2016 — conf
Inner and outer coronary vessel wall segmentation from CCTA using an active contour model with machine learning-based 3D voxel context-aware image force.
Computer-Aided Diagnosis
Udhayaraj Sivalingam, Michael Wels, Markus Rempfler, Stefan Grosskopf, Michael Sühling, Bjoern H. Menze
2014 J jnl
ADR - Anatomy-Driven Reformation.
IEEE Trans. Vis. Comput. Graph.
Jan Kretschmer, Grzegorz Soza, Christian Tietjen, Michael Sühling, Bernhard Preim, Marc Stamminger
2013 — conf
Fast and robust 3D vertebra segmentation using statistical shape models.
EMBC
Hengameh Mirzaalian, Michael Wels, Tobias Heimann, B. Michael Kelm, Michael Sühling
2013 — conf
Pectoral Muscle Detection in Digital Breast Tomosynthesis and Mammography.
MCV
Florin C. Ghesu, Michael Wels, Anna K. Jerebko, Michael Sühling, Joachim Hornegger, B. Michael Kelm
2013 J jnl
Spine detection in CT and MR using iterated marginal space learning.
Medical Image Anal.
B. Michael Kelm, Michael Wels, Shaohua Kevin Zhou, Sascha Seifert, Michael Sühling, Yefeng Zheng, Dorin Comaniciu
2012 — conf
A Cascade Learning Method for Liver Lesion Detection in CT Images.
MCV
Dijia Wu, David Liu, Michael Sühling, Shaohua Kevin Zhou, Christian Tietjen
2012 J jnl
Automatic Detection and Segmentation of Lymph Nodes From CT Data.
IEEE Trans. Medical Imaging
Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
2012 — conf
Automatic detection of liver lesion from 3D computed tomography images.
CVPR Workshops
Dijia Wu, David Liu, Michael Sühling, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2012 — conf
Data-Driven Breast Decompression and Lesion Mapping from Digital Breast Tomosynthesis.
MICCAI (1)
Michael Wels, B. Michael Kelm, Matthias Hammon, Anna K. Jerebko, Michael Sühling, Dorin Comaniciu
2012 — conf
Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control.
Computer-Aided Diagnosis
Michael Wels, B. Michael Kelm, Alexey Tsymbal, Matthias Hammon, Grzegorz Soza, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu
2012 — conf
Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning.
ISBI
Dime Vitanovski, Kristof Ralovich, Razvan Ioan Ionasec, Yefeng Zheng, Michael Sühling, Waldemar Krawtschuk, Joachim Hornegger, Dorin Comaniciu
2011 — conf
A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions.
MCBR-CDS
María Jimena Costa, Alexey Tsymbal, Matthias Hammon, Alexander Cavallaro, Michael Sühling, Sascha Seifert, Dorin Comaniciu
2011 — conf
A method for mass candidate detection and an application to liver lesion detection.
Computer-Aided Diagnosis
María Jimena Costa, Alexey Tsymbal, William Nguatem, Michael Sühling, Shaohua Kevin Zhou, Dorin Comaniciu
2011 — conf
Automatic Contrast Phase Estimation in CT Volumes.
MICCAI (3)
Michal Sofka, Dijia Wu, Michael Sühling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2010 — conf
Automatic Detection and Segmentation of Axillary Lymph Nodes.
MICCAI (1)
Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
2010 — conf
Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning.
MCV
B. Michael Kelm, Shaohua Kevin Zhou, Michael Sühling, Yefeng Zheng, Michael Wels, Dorin Comaniciu
2009 B conf
Hierarchical parsing and semantic navigation of full body CT data.
Image Processing
Sascha Seifert, Adrian Barbu, Shaohua Kevin Zhou, David Liu, Johannes Feulner, Martin Huber, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu
2008 — conf
Automatic Hepatic Vessel Segmentation Using Graphics Hardware.
MIAR
Marius Erdt, Matthias Raspe, Michael Sühling
2008 A* conf
Hierarchical, learning-based automatic liver segmentation.
CVPR
Haibin Ling, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Michael Sühling, Dorin Comaniciu
2008 B conf
Novel method for digital subtraction of tagged stool in virtual colonoscopy.
Image Processing
Lutz Guendel, Michael Sühling, Helmut Eckert
2007 J jnl
Full Motion and Flow Field Recovery From Echo Doppler Data.
IEEE Trans. Medical Imaging
Muthuvel Arigovindan, Michael Sühling, Christian P. Jansen, Patrick R. Hunziker, Michael Unser
2007 — conf
On Simulating Subjective Evaluation Using Combined Objective Metrics for Validation of 3D Tumor Segmentation.
MICCAI (1)
Xiang Deng, Lei Zhu, Yiyong Sun, Chenyang Xu, Lan Song, Jiuhong Chen, Reto D. Merges, Marie-Pierre Jolly, Michael Sühling, Xiaodong Xu
2006 B conf
Anatomical-based segmentation with stenosis bridging and gap closing in atherosclerotic cardiac MSCT.
Image Processing
Reto D. Merges, Daniel Rinck, Michael Sühling, Olaf Dössel, Michael Scheuering
2006 — conf
Full flow/motion-field recovery from pulsed-wave ultrasound Doppler data.
ISBI
Muthuvel Arigovindan, Michael Sühling, Christian P. Jansen, Patrick R. Hunziker, Michael Unser
2005 J jnl
Myocardial motion analysis from B-mode echocardiograms.
IEEE Trans. Image Process.
Michael Sühling, Muthuvel Arigovindan, Christian P. Jansen, Patrick R. Hunziker, Michael Unser
2005 J jnl
Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation.
IEEE Trans. Medical Imaging
María J. Ledesma-Carbayo, Jan Kybic, Manuel Desco, Andrés Santos, Michael Sühling, Patrick R. Hunziker, Michael Unser
2005 J jnl
Variational image reconstruction from arbitrarily spaced samples: a fast multiresolution spline solution.
IEEE Trans. Image Process.
Muthuvel Arigovindan, Michael Sühling, Patrick R. Hunziker, Michael Unser
2004 — conf
Bimodal Myocardial Motion Analysis from B-mode and Tissue Doppler Ultrasound.
ISBI
Michael Sühling, Muthuvel Arigovindan, Michael Unser, Christian P. Jansen, Patrick R. Hunziker
2004 J jnl
Multiresolution moment filters: theory and applications.
IEEE Trans. Image Process.
Michael Sühling, Muthuvel Arigovindan, Patrick R. Hunziker, Michael Unser
2004 — conf
Myocardial Motion and Strain Rate Analysis from Ultrasound Sequences.
IWCM
Michael Sühling, Muthuvel Arigovindan, Christian P. Jansen, Patrick R. Hunziker, Michael Unser
2003 B conf
Multidimensional, multistage wavelet footprints: a new tool for image segmentation and feature extraction in medical ultrasound.
Image Processing
Christian H. P. Jansen, Muthuvel Arigovindan, Michael Sühling, Stephan Marsch, Michael A. Unser, Patrick R. Hunziker
2003 B conf
Myocardial motion analysis and visualization from echocardiograms.
Image Processing
Michael Sühling, Muthuvel Arigovindan, Christian P. Jansen, Patrick R. Hunziker, Michael A. Unser
2002 — conf
Cardiac ultrasound motion detection by elastic registration exploiting temporal coherence.
ISBI
María J. Ledesma-Carbayo, Jan Kybic, Michael Sühling, Patrick R. Hunziker, Manuel Desco, Andrés Santos, Michael Unser
2002 — conf
Motion analysis of echocardiograms using a local-affine, spatio-temporal model.
ISBI
Michael Sühling, Muthuvel Arigovindan, Patrick R. Hunziker, Michael Unser
2002 — conf
Multigrid image reconstruction from arbitrarily spaced samples.
ICIP (3)
Muthuvel Arigovindan, Michael Sühling, Patrick R. Hunziker, Michael Unser
2002 — conf
Multiresolution moment filters.
ICIP (1)
Michael Sühling, Muthuvel Arigovindan, Patrick R. Hunziker, Michael Unser