Stefan Heldmann

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 41

Top Venues

CoRR

Bildverarbeitung für die Medizin

SSVM

Medical Imaging: Computer-Aided Diagnosis

University of Lübeck (PHD)

Education History

University of Lübeck

PHD

Publications

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
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue. Medical Image Anal. 97 (2024)
Temke Kohlbrandt, Jan Hendrik Moltz, Stefan Heldmann, Alessa Hering, Jan Lellmann
Joint Learning of Image Registration and Change Detection for Lung CT Images. Bildverarbeitung für die Medizin (2024)
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)
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
The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue. CoRR (2023)
Sven Kuckertz, Stefan Heldmann, Jan Hendrik Moltz
Efficient Registration of Longitudinal Studies for Follow-Up Lesion Assessment by Exploiting Redundancy and Composition of Deformations. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
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
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE Trans. Medical Imaging 42 (3) (2023)
Sven Kuckertz, Jan Klein, Christiane Engel, Benjamin Geisler, Stefan Kraß, Stefan Heldmann
Fully automated longitudinal tracking and in-depth analysis of the entire tumor burden: unlocking the complexity. Medical Imaging: Computer-Aided Diagnosis (2022)
Marcus Barann, Stefan Heldmann, Jan Klein, Stefan Kraß
A Python SDK for Authoring and using Computer-interpretable Guidelines. BIOINFORMATICS (2022)
Stephanie Häger, Annkristin Lange, Stefan Heldmann, Jan Modersitzki, Andreas Petersik, Manuel Schröder, Heiko Gottschling, Thomas Lieth, Erich Zähringer, Jan Hendrik Moltz
Robust Intensity-based Initialization for 2D-3D Pelvis Registration (RobIn). Bildverarbeitung für die Medizin (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)
Roland Haase, Stefan Heldmann, Jan Lellmann
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition. J. Math. Imaging Vis. 64 (2) (2022)
Alessa Hering, Stephanie Häger, Jan Hendrik Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken
CNN-based lung CT registration with multiple anatomical constraints. Medical Image Anal. 72 (2021)
Alessa Hering, Annkristin Lange, Stefan Heldmann, Stephanie Häger, Sven Kuckertz
Fraunhofer MEVIS Image Registration Solutions for the Learn2Reg 2021 Challenge. MIDOG/MOOD/Learn2Reg@MICCAI (2021)
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
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. CoRR (2021)
Johannes Lotz, Nick Weiss, Jeroen van der Laak, Stefan Heldmann
High-resolution Image Registration of Consecutive and Re-stained Sections in Histopathology. CoRR (2021)
Sven Kuckertz, Florian Weiler, Britta Matusche, Carsten Lukas, Lothar Spies, Jan Klein, Stefan Heldmann
A system for fully automated monitoring of lesion evolution over time in multiple sclerosis. Medical Imaging: Computer-Aided Diagnosis (2021)
Sven Kuckertz, Nils Papenberg, Jonas Honegger, Tomasz Morgas, Benjamin Haas, Stefan Heldmann
Abstract: Deep Learning Based CT-CBCT Image Registration for Adaptive Radio Therapy. Bildverarbeitung für die Medizin (2020)
Stephanie Häger, Stefan Heldmann, Alessa Hering, Sven Kuckertz, Annkristin Lange
Variable Fraunhofer MEVIS RegLib Comprehensively Applied to Learn2Reg Challenge. MICCAI (Challenges) (2020)
Roland Haase, Stefan Heldmann, Jan Lellmann
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition. CoRR (2020)
Sven Kuckertz, Nils Papenberg, Jonas Honegger, Tomasz Morgas, Benjamin Haas, Stefan Heldmann
Learning Deformable Image Registration with Structure Guidance Constraints for Adaptive Radiotherapy. WBIR (2020)
Annkristin Lange, Stefan Heldmann
Multilevel 2D-3D Intensity-Based Image Registration. WBIR (2020)
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
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. IEEE Trans. Medical Imaging 39 (10) (2020)
Alessa Hering, Stefan Heldmann
Abstract: mlVIRNET. Bildverarbeitung für die Medizin (2020)
Sven Kuckertz, Nils Papenberg, Jonas Honegger, Tomasz Morgas, Benjamin Haas, Stefan Heldmann
Deep-learning-based CT-CBCT image registration for adaptive radio therapy. Medical Imaging: Image Processing (2020)
Annkristin Lange, Stefan Heldmann
Intensity-Based 2D-3D Registration Using Normalized Gradient Fields. Bildverarbeitung für die Medizin (2020)
Alessa Hering, Stephanie Häger, Jan Hendrik Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken
Constraining Volume Change in Learned Image Registration for Lung CTs. CoRR (2020)
Kai Brehmer, Hari Om Aggrawal, Stefan Heldmann, Jan Modersitzki
Variational Registration of Multiple Images with the SVD based SqN Distance Measure. CoRR (2019)
Sonja Jäckle, Jan Strehlow, Stefan Heldmann
Shape Sensing with Fiber Bragg Grating Sensors - A Realistic Model of Curvature Interpolation for Shape Reconstruction. Bildverarbeitung für die Medizin (2019)
Alessa Hering, Bram van Ginneken, Stefan Heldmann
mlVIRNET: Multilevel Variational Image Registration Network. MICCAI (6) (2019)
Alessa Hering, Bram van Ginneken, Stefan Heldmann
mlVIRNET: Multilevel Variational Image Registration Network. CoRR (2019)
Johannes Lotz, Nick Weiss, Stefan Heldmann
Robust, fast and accurate: a 3-step method for automatic histological image registration. CoRR (2019)
Alessa Hering, Sven Kuckertz, Stefan Heldmann, Mattias P. Heinrich
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. 14 (11) (2019)
Alessa Hering, Stefan Heldmann
Unsupervised learning for large motion thoracic CT follow-up registration. Medical Imaging: Image Processing (2019)
Alessa Hering, Sven Kuckertz, Stefan Heldmann, Mattias P. Heinrich
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking. Bildverarbeitung für die Medizin (2019)
Kai Brehmer, Hari Om Aggrawal, Stefan Heldmann, Jan Modersitzki
Variational Registration of Multiple Images with the SVD Based \mathrm Sq\mathrm N Distance Measure. SSVM (2019)
Jan Rühaak, Thomas Polzin, Stefan Heldmann, Ivor J. A. Simpson, Heinz Handels, Jan Modersitzki, Mattias P. Heinrich
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. CoRR (2018)
Alessa Hering, Sven Kuckertz, Stefan Heldmann, Mattias P. Heinrich
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking. CoRR (2018)
Sonja Jäckle, Stefan Heldmann
Rigid Lens - Locally Rigid Approximations of Deformable Registration for Change Assessment in Thorax-Abdomen CT Follow-Up Scans. RAMBO+BIA+TIA@MICCAI (2018)
Jan Rühaak, Thomas Polzin, Stefan Heldmann, Ivor J. A. Simpson, Heinz Handels, Jan Modersitzki, Mattias P. Heinrich
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. IEEE Trans. Medical Imaging 36 (8) (2017)
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
Patch-Based Nonlinear Image Registration for Gigapixel Whole Slide Images. IEEE Trans. Biomed. Eng. 63 (9) (2016)
Alexander Derksen, Stefan Heldmann, Thomas Polzin, Benjamin Berkels
Image Registration with Sliding Motion Constraints for 4D CT Motion Correction. Bildverarbeitung für die Medizin (2015)
Stefan Heldmann, Thomas Polzin, Alexander Derksen, Benjamin Berkels
An image registration framework for sliding motion with piecewise smooth deformations. SSVM (2015)
Kanglin Chen, Alexander Derksen, Stefan Heldmann, Marc Hallmann, Benjamin Berkels
Deformable Image Registration with Automatic Non-Correspondence Detection. SSVM (2015)
Jan Rühaak, Alexander Derksen, Stefan Heldmann, Marc Hallmann, Hans Meine
Accurate CT-MR image registration for deep brain stimulation: a multi-observer evaluation study. Medical Imaging: Image Processing (2015)
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
Zooming in: high resolution 3D reconstruction of differently stained histological whole slide images. Medical Imaging: Digital Pathology (2014)
Jan Rühaak, Stefan Heldmann, Till Kipshagen, Bernd Fischer
Highly accurate fast lung CT registration. Medical Imaging: Image Processing (2013)
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
Validation of subject-specific cardiovascular system models from porcine measurements. Comput. Methods Programs Biomed. 109 (2) (2013)
Jan Rühaak, Lars König, Marc Hallmann, Nils Papenberg, Stefan Heldmann, Hanno Schumacher, Bernd Fischer
A fully parallel algorithm for multimodal image registration using normalized gradient fields. ISBI (2013)
Herbert Thiele, Dennis Trede, Stefan Heldmann, Theodore Alexandrov, Bernd Fischer, Peter Maass
3D Visualisierung von Organismen. GI-Jahrestagung (2012)
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
Patient specific identification of the cardiac driver function in a cardiovascular system model. Comput. Methods Programs Biomed. 101 (2) (2011)
Janine Olesch, Björn Beuthien, Stefan Heldmann, Nils Papenberg, Bernd Fischer
Fast intra-operative non-linear registration of 3D-CT to tracked, selected 2D-ultrasound slices. Medical Imaging: Image-Guided Procedures (2011)
Stefan Heldmann
Multimodal registration of MR images with a novel least-squares distance measure. Medical Imaging: Image Processing (2010)
Björn Beuthien, Nils Papenberg, Stefan Heldmann, Bernd Fischer
Volume-constrained image registration for pre- and post-operative CT liver data. Medical Imaging: Image Processing (2010)
Nils Papenberg, Hanno Schumacher, Stefan Heldmann, Tobias Böhler, Doerte van Straaten, Stefan Wirtz
Multimodale Registrierung von Knochen-Szintigraphien und Röntgenbildern. Bildverarbeitung für die Medizin (2010)
Thomas Lange, Nils Papenberg, Stefan Heldmann, Jan Modersitzki, Bernd Fischer, Hans Lamecker, Peter-Michael Schlag
3D ultrasound-CT registration of the liver using combined landmark-intensity information. Int. J. Comput. Assist. Radiol. Surg. 4 (1) (2009)
Stefan Heldmann, Stephan Zidowitz
Elastic registration of multiphase CT images of liver. Medical Imaging: Image Processing (2009)
Konstantin Ens, Stefan Heldmann, Jan Modersitzki, Bernd Fischer
Improving an affine and non-linear image registration and/or segmentation task by incorporating characteristics of the displacement field. Medical Imaging: Image Processing (2009)
Stefan Heldmann, Nils Papenberg
A Variational Approach for Volume-to-Slice Registration. SSVM (2009)
Stefan Heldmann, Nils Papenberg
A Scale-Space Approach for Image Registration of Vessel Structures. Bildverarbeitung für die Medizin (2009)
Eldad Haber, Stefan Heldmann, Jan Modersitzki
A Scale-Space Approach to Landmark Constrained Image Registration. SSVM (2009)
Eldad Haber, Stefan Heldmann, Jan Modersitzki
Adaptive Mesh Refinement for Nonparametric Image Registration. SIAM J. Sci. Comput. 30 (6) (2008)
Hanno Schumacher, Stefan Heldmann, Eldad Haber, Bernd Fischer
Iterative Reconstruction of SPECT Images Using Adaptive Multi-level Refinement. Bildverarbeitung für die Medizin (2008)
Eldad Haber, Stefan Heldmann, Jan Modersitzki
An Octree Method for Parametric Image Registration. SIAM J. Sci. Comput. 29 (5) (2007)
Eldad Haber, Stefan Heldmann
An octree multigrid method for quasi-static Maxwell's equations with highly discontinuous coefficients. J. Comput. Phys. 223 (2) (2007)
Nils Papenberg, Hanno Schumacher, Stefan Heldmann, Stefan Wirtz, Silke Bommersheim, Konstantin Ens, Jan Modersitzki, Bernd Fischer
A Fast and Flexible Image Registration Toolbox. Bildverarbeitung für die Medizin (2007)
Oliver Schmitt, Jan Modersitzki, Stefan Heldmann, Stefan Wirtz, Bernd Fischer
Image Registration of Sectioned Brains. Int. J. Comput. Vis. 73 (1) (2007)
William Gropp, Eldad Haber, Stefan Heldmann, David E. Keyes, Neill Miller, Jennifer M. Schopf, Tianzhi Yang
Grid-based Image Registration. Grid-Based Problem Solving Environments (2006)
Stefan Heldmann, Oliver Mahnke, Daniel Potts, Jan Modersitzki, Bernd Fischer
Fast Computation of Mutual Information in a Variational Image Registration Approach. Bildverarbeitung für die Medizin (2004)

Stefan Heldmann.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Heldmann