Stefan Heldmann

76 papers B 8Journal 28Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	How Predictable is the Human Body? - Predicting Organ Bounding Boxes With a Statistical Atlas Based on Four Keypoints. Bildverarbeitung für die Medizin Temke Kohlbrandt, Kai Geißler, Stefan Heldmann
2026	—	`conf`	Neural Instance Optimization for Lesion Segmentation in Follow-up CT. Bildverarbeitung für die Medizin Sina Walluscheck, Vanja Sophie Cangalovic, Tanja Lossau, Stefan Heldmann, Jan Hendrik Moltz
2025	J	`jnl`	Internal Organ Localization Using Depth Images. CoRR Eytan Kats, Kai Geißler, Jochen G. Hirsch, Stefan Heldmann, Mattias P. Heinrich
2025	—	`conf`	Internal Organ Localization using Depth Images - A Framework for Automated MRI Patient Positioning. Bildverarbeitung für die Medizin Eytan Kats, Kai Geißler, Jochen G. Hirsch, Stefan Heldmann, Mattias P. Heinrich
2024	J	`jnl`	Inferring 3D finger bone shapes from 2D images - a detailed analysis of shape accuracy. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Anna Rörich, Annkristin Lange, Stefan Heldmann, Jan Hendrik Moltz, Lars Walczak, Sinef Yarar-Schlickewei, Felix Güttler, Joachim Georgii
2024	—	`conf`	Joint Learning of Image Registration and Change Detection for Lung CT Images. Bildverarbeitung für die Medizin Temke Kohlbrandt, Jan Hendrik Moltz, Stefan Heldmann, Alessa Hering, Jan Lellmann
2024	—	`conf`	Structure Size as Confounder in Uncertainty Based Segmentation Quality Prediction. MIDL Kai Geißler, Jochen G. Hirsch, Stefan Heldmann, Hans Meine
2024	J	`jnl`	The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue. Medical Image Anal. Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen
2023	—	`conf`	Efficient Registration of Longitudinal Studies for Follow-Up Lesion Assessment by Exploiting Redundancy and Composition of Deformations. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI Sven Kuckertz, Stefan Heldmann, Jan Hendrik Moltz
2023	J	`jnl`	Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE Trans. Medical Imaging Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Pew-Thian Yap, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Daniel Grzech, Huaqi Qiu, Zeju Li, Alexander Thorley, Jinming Duan, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich
2023	J	`jnl`	MR-CT multi-atlas registration guided by fully automated brain structure segmentation with CNNs. Int. J. Comput. Assist. Radiol. Surg. Sina Walluscheck, Luca Canalini, Hannah Strohm, Susanne Diekmann, Jan Klein, Stefan Heldmann
2023	J	`jnl`	The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue. CoRR Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen
2023	—	`conf`	Unsupervised learning of healthy anatomy for anomaly detection in brain CT scans. Computer-Aided Diagnosis Sina Walluscheck, Luca Canalini, Jan Klein, Stefan Heldmann
2022	—	`conf`	A Python SDK for Authoring and using Computer-interpretable Guidelines. BIOINFORMATICS Marcus Barann, Stefan Heldmann, Jan Klein, Stefan Kraß
2022	J	`jnl`	Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition. J. Math. Imaging Vis. Roland Haase, Stefan Heldmann, Jan Lellmann
2022	—	`conf`	Fully automated longitudinal tracking and in-depth analysis of the entire tumor burden: unlocking the complexity. Computer-Aided Diagnosis Sven Kuckertz, Jan Klein, Christiane Engel, Benjamin Geisler, Stefan Kraß, Stefan Heldmann
2022	—	`conf`	Iterative Method to Register Longitudinal MRI Acquisitions in Neurosurgical Context. BrainLes@MICCAI Luca Canalini, Jan Klein, Annika Gerken, Stefan Heldmann, Alessa Hering, Horst K. Hahn
2022	—	`conf`	Robust Intensity-based Initialization for 2D-3D Pelvis Registration (RobIn). Bildverarbeitung für die Medizin Stephanie Häger, Annkristin Lange, Stefan Heldmann, Jan Modersitzki, Andreas Petersik, Manuel Schröder, Heiko Gottschling, Thomas Lieth, Erich Zähringer, Jan Hendrik Moltz
2021	—	`conf`	A system for fully automated monitoring of lesion evolution over time in multiple sclerosis. Computer-Aided Diagnosis Sven Kuckertz, Florian Weiler, Britta Matusche, Carsten Lukas, Lothar Spies, Jan Klein, Stefan Heldmann
2021	J	`jnl`	CNN-based lung CT registration with multiple anatomical constraints. Medical Image Anal. Alessa Hering, Stephanie Häger, Jan Hendrik Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken
2021	—	`conf`	Fraunhofer MEVIS Image Registration Solutions for the Learn2Reg 2021 Challenge. MIDOG/MOOD/Learn2Reg@MICCAI Alessa Hering, Annkristin Lange, Stefan Heldmann, Stephanie Häger, Sven Kuckertz
2021	J	`jnl`	High-resolution Image Registration of Consecutive and Re-stained Sections in Histopathology. CoRR Johannes Lotz, Nick Weiss, Jeroen van der Laak, Stefan Heldmann
2021	J	`jnl`	Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. CoRR Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich
2020	J	`jnl`	ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. IEEE Trans. Medical Imaging Jirí Borovec, Jan Kybic, Ignacio Arganda-Carreras, Dmitry V. Sorokin, Gloria Bueno, Alexander V. Khvostikov, Spyridon Bakas, Eric I-Chao Chang, Stefan Heldmann, Kimmo Kartasalo, Leena Latonen, Johannes Lotz, Michelle Noga, Sarthak Pati, Kumaradevan Punithakumar, Pekka Ruusuvuori, Andrzej Skalski, Nazanin Tahmasebi, Masi Valkonen, Ludovic Venet, Yizhe Wang, Nick Weiss, Marek Wodzinski, Yu Xiang, Yan Xu, Yan Yan, Paul A. Yushkevich, Shengyu Zhao, Arrate Muñoz-Barrutia
2020	—	`conf`	Abstract: Deep Learning Based CT-CBCT Image Registration for Adaptive Radio Therapy. Bildverarbeitung für die Medizin Sven Kuckertz, Nils Papenberg, Jonas Honegger, Tomasz Morgas, Benjamin Haas, Stefan Heldmann
2020	—	`conf`	Abstract: mlVIRNET. Bildverarbeitung für die Medizin Alessa Hering, Stefan Heldmann
2020	J	`jnl`	Constraining Volume Change in Learned Image Registration for Lung CTs. CoRR Alessa Hering, Stephanie Häger, Jan Hendrik Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken
2020	B	`conf`	Deep-learning-based CT-CBCT image registration for adaptive radio therapy. Image Processing Sven Kuckertz, Nils Papenberg, Jonas Honegger, Tomasz Morgas, Benjamin Haas, Stefan Heldmann
2020	J	`jnl`	Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition. CoRR Roland Haase, Stefan Heldmann, Jan Lellmann
2020	—	`conf`	Intensity-Based 2D-3D Registration Using Normalized Gradient Fields. Bildverarbeitung für die Medizin Annkristin Lange, Stefan Heldmann
2020	—	`conf`	Learning Deformable Image Registration with Structure Guidance Constraints for Adaptive Radiotherapy. WBIR Sven Kuckertz, Nils Papenberg, Jonas Honegger, Tomasz Morgas, Benjamin Haas, Stefan Heldmann
2020	—	`conf`	Multilevel 2D-3D Intensity-Based Image Registration. WBIR Annkristin Lange, Stefan Heldmann
2020	—	`conf`	Variable Fraunhofer MEVIS RegLib Comprehensively Applied to Learn2Reg Challenge. MICCAI (Challenges) Stephanie Häger, Stefan Heldmann, Alessa Hering, Sven Kuckertz, Annkristin Lange
2019	—	`conf`	Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking. Bildverarbeitung für die Medizin Alessa Hering, Sven Kuckertz, Stefan Heldmann, Mattias P. Heinrich
2019	J	`jnl`	Memory-efficient 2.5D convolutional transformer networks for multi-modal deformable registration with weak label supervision applied to whole-heart CT and MRI scans. Int. J. Comput. Assist. Radiol. Surg. Alessa Hering, Sven Kuckertz, Stefan Heldmann, Mattias P. Heinrich
2019	J	`jnl`	Robust, fast and accurate: a 3-step method for automatic histological image registration. CoRR Johannes Lotz, Nick Weiss, Stefan Heldmann
2019	—	`conf`	Shape Sensing with Fiber Bragg Grating Sensors - A Realistic Model of Curvature Interpolation for Shape Reconstruction. Bildverarbeitung für die Medizin Sonja Jäckle, Jan Strehlow, Stefan Heldmann
2019	B	`conf`	Unsupervised learning for large motion thoracic CT follow-up registration. Image Processing Alessa Hering, Stefan Heldmann
2019	—	`conf`	Variational Registration of Multiple Images with the SVD Based \mathrm Sq\mathrm N Distance Measure. SSVM Kai Brehmer, Hari Om Aggrawal, Stefan Heldmann, Jan Modersitzki
2019	J	`jnl`	Variational Registration of Multiple Images with the SVD based SqN Distance Measure. CoRR Kai Brehmer, Hari Om Aggrawal, Stefan Heldmann, Jan Modersitzki
2019	—	`conf`	mlVIRNET: Multilevel Variational Image Registration Network. MICCAI (6) Alessa Hering, Bram van Ginneken, Stefan Heldmann
2019	J	`jnl`	mlVIRNET: Multilevel Variational Image Registration Network. CoRR Alessa Hering, Bram van Ginneken, Stefan Heldmann
2018	J	`jnl`	Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking. CoRR Alessa Hering, Sven Kuckertz, Stefan Heldmann, Mattias P. Heinrich
2018	J	`jnl`	Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. CoRR Jan Rühaak, Thomas Polzin, Stefan Heldmann, Ivor J. A. Simpson, Heinz Handels, Jan Modersitzki, Mattias P. Heinrich
2018	—	`conf`	Rigid Lens - Locally Rigid Approximations of Deformable Registration for Change Assessment in Thorax-Abdomen CT Follow-Up Scans. RAMBO+BIA+TIA@MICCAI Sonja Jäckle, Stefan Heldmann
2017	J	`jnl`	Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. IEEE Trans. Medical Imaging Jan Rühaak, Thomas Polzin, Stefan Heldmann, Ivor J. A. Simpson, Heinz Handels, Jan Modersitzki, Mattias P. Heinrich
2016	J	`jnl`	Patch-Based Nonlinear Image Registration for Gigapixel Whole Slide Images. IEEE Trans. Biomed. Eng. Johannes Lotz, Janine Olesch, Benedikt Müller, Thomas Polzin, P. Galuschka, J. M. Lotz, Stefan Heldmann, Hendrik Laue, Margarita Gonzalez-Vallinas, Arne Warth, Bernd Lahrmann, Niels Grabe, Oliver Sedlaczek, Kai Breuhahn, Jan Modersitzki
2015	B	`conf`	Accurate CT-MR image registration for deep brain stimulation: a multi-observer evaluation study. Image Processing Jan Rühaak, Alexander Derksen, Stefan Heldmann, Marc Hallmann, Hans Meine
2015	—	`conf`	An image registration framework for sliding motion with piecewise smooth deformations. SSVM Stefan Heldmann, Thomas Polzin, Alexander Derksen, Benjamin Berkels
2015	—	`conf`	Deformable Image Registration with Automatic Non-Correspondence Detection. SSVM Kanglin Chen, Alexander Derksen, Stefan Heldmann, Marc Hallmann, Benjamin Berkels
2015	—	`conf`	Image Registration with Sliding Motion Constraints for 4D CT Motion Correction. Bildverarbeitung für die Medizin Alexander Derksen, Stefan Heldmann, Thomas Polzin, Benjamin Berkels
2014	—	`conf`	Zooming in: high resolution 3D reconstruction of differently stained histological whole slide images. Digital Pathology Johannes Lotz, Judith Berger, Benedikt Müller, Kai Breuhahn, Niels Grabe, Stefan Heldmann, André Homeyer, Bernd Lahrmann, Hendrik Laue, Janine Olesch, Michael Schwier, Oliver Sedlaczek, Arne Warth
2013	—	`conf`	A fully parallel algorithm for multimodal image registration using normalized gradient fields. ISBI Jan Rühaak, Lars König, Marc Hallmann, Nils Papenberg, Stefan Heldmann, Hanno Schumacher, Bernd Fischer
2013	B	`conf`	Highly accurate fast lung CT registration. Image Processing Jan Rühaak, Stefan Heldmann, Till Kipshagen, Bernd Fischer
2013	J	`jnl`	Validation of subject-specific cardiovascular system models from porcine measurements. Comput. Methods Programs Biomed. James A. Revie, David J. Stevenson, J. Geoffrey Chase, Christopher E. Hann, Bernard C. Lambermont, Alexandre Ghuysen, Philippe Kolh, Geoffrey M. Shaw, Stefan Heldmann, Thomas Desaive
2012	—	`conf`	3D Visualisierung von Organismen. GI-Jahrestagung Herbert Thiele, Dennis Trede, Stefan Heldmann, Theodore Alexandrov, Bernd Fischer, Peter Maass
2011	—	`conf`	Fast intra-operative non-linear registration of 3D-CT to tracked, selected 2D-ultrasound slices. Image-Guided Procedures Janine Olesch, Björn Beuthien, Stefan Heldmann, Nils Papenberg, Bernd Fischer
2011	J	`jnl`	Patient specific identification of the cardiac driver function in a cardiovascular system model. Comput. Methods Programs Biomed. Christopher E. Hann, James A. Revie, David J. Stevenson, Stefan Heldmann, Thomas Desaive, C. B. Froissart, Bernard C. Lambermont, Alexandre Ghuysen, Philippe Kolh, Geoffrey M. Shaw, J. Geoffrey Chase
2010	B	`conf`	Multimodal registration of MR images with a novel least-squares distance measure. Image Processing Stefan Heldmann
2010	—	`conf`	Multimodale Registrierung von Knochen-Szintigraphien und Röntgenbildern. Bildverarbeitung für die Medizin Nils Papenberg, Hanno Schumacher, Stefan Heldmann, Tobias Böhler, Doerte van Straaten, Stefan Wirtz
2010	B	`conf`	Volume-constrained image registration for pre- and post-operative CT liver data. Image Processing Björn Beuthien, Nils Papenberg, Stefan Heldmann, Bernd Fischer
2009	J	`jnl`	3D ultrasound-CT registration of the liver using combined landmark-intensity information. Int. J. Comput. Assist. Radiol. Surg. Thomas Lange, Nils Papenberg, Stefan Heldmann, Jan Modersitzki, Bernd Fischer, Hans Lamecker, Peter-Michael Schlag
2009	—	`conf`	A Scale-Space Approach for Image Registration of Vessel Structures. Bildverarbeitung für die Medizin Stefan Heldmann, Nils Papenberg
2009	—	`conf`	A Scale-Space Approach to Landmark Constrained Image Registration. SSVM Eldad Haber, Stefan Heldmann, Jan Modersitzki
2009	—	`conf`	A Variational Approach for Volume-to-Slice Registration. SSVM Stefan Heldmann, Nils Papenberg
2009	B	`conf`	Elastic registration of multiphase CT images of liver. Image Processing Stefan Heldmann, Stephan Zidowitz
2009	B	`conf`	Improving an affine and non-linear image registration and/or segmentation task by incorporating characteristics of the displacement field. Image Processing Konstantin Ens, Stefan Heldmann, Jan Modersitzki, Bernd Fischer
2008	J	`jnl`	Adaptive Mesh Refinement for Nonparametric Image Registration. SIAM J. Sci. Comput. Eldad Haber, Stefan Heldmann, Jan Modersitzki
2008	—	`conf`	Iterative Reconstruction of SPECT Images Using Adaptive Multi-level Refinement. Bildverarbeitung für die Medizin Hanno Schumacher, Stefan Heldmann, Eldad Haber, Bernd Fischer
2007	—	`conf`	A Fast and Flexible Image Registration Toolbox. Bildverarbeitung für die Medizin Nils Papenberg, Hanno Schumacher, Stefan Heldmann, Stefan Wirtz, Silke Bommersheim, Konstantin Ens, Jan Modersitzki, Bernd Fischer
2007	J	`jnl`	An Octree Method for Parametric Image Registration. SIAM J. Sci. Comput. Eldad Haber, Stefan Heldmann, Jan Modersitzki
2007	J	`jnl`	An octree multigrid method for quasi-static Maxwell's equations with highly discontinuous coefficients. J. Comput. Phys. Eldad Haber, Stefan Heldmann
2007	J	`jnl`	Image Registration of Sectioned Brains. Int. J. Comput. Vis. Oliver Schmitt, Jan Modersitzki, Stefan Heldmann, Stefan Wirtz, Bernd Fischer
2006	—	`conf`	Grid-based Image Registration. Grid-Based Problem Solving Environments William Gropp, Eldad Haber, Stefan Heldmann, David E. Keyes, Neill Miller, Jennifer M. Schopf, Tianzhi Yang
2006	—	`—`	Non-linear registration based on mutual information: theory, numerics, and application. Stefan Heldmann
2004	—	`conf`	Fast Computation of Mutual Information in a Variational Image Registration Approach. Bildverarbeitung für die Medizin Stefan Heldmann, Oliver Mahnke, Daniel Potts, Jan Modersitzki, Bernd Fischer