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Matthias Kirschner

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Books and Theses

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2013
[b1]
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Matthias Kirschner:
The Probabilistic Active Shape Model: From Model Construction to Flexible Medical Image Segmentation. TU Darmstadt, Germany, 2013

Journal Articles

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2021
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Amelie Haugg, Fabian M. Renz, Andrew A. Nicholson, Cindy Lor, Sebastian J. Götzendorfer, Ronald Sladky, Stavros Skouras, Amalia McDonald, R. Cameron Craddock, Lydia Hellrung, Matthias Kirschner, Marcus Herdener, Yury Koush, Marina Papoutsi, Nimrod Jakob Keynan, Talma Hendler, Kathrin Cohen Kadosh, Catharina Zich, Simon H. Kohl, Manfred Hallschmid, Jeff MacInnes, R. Alison Adcock, Kathryn C. Dickerson, Nan-kuei Chen, Kymberly D. Young, Jerzy Bodurka, Michael Marxen, Shuxia Yao, Benjamin Becker, Tibor Auer, Renate Schweizer, Gustavo S. P. Pamplona, Ruth A. Lanius, Kirsten Emmert, Sven Haller, Dimitri Van De Ville, Dong-Youl Kim, Jong-Hwan Lee, Theo Marins, Fukuda Megumi, Bettina Sorger, Tabea Kamp, Sook-Lei Liew, Ralf Veit, Maartje S. Spetter, Nikolaus Weiskopf, Frank Scharnowski, David Steyrl:
Predictors of real-time fMRI neurofeedback performance and improvement - A machine learning mega-analysis. NeuroImage 237: 118207 (2021)
2014
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Sebastian Gollmer, Matthias Kirschner, Thorsten M. Buzug, Stefan Wesarg:
Using image segmentation for evaluating 3D statistical shape models built with groupwise correspondence optimization. Comput. Vis. Image Underst. 125: 283-303 (2014)
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Geert Litjens, Robert Toth, Wendy J. M. van de Ven, Caroline Hoeks, Sjoerd Kerkstra, Bram van Ginneken, Graham Vincent, Gwenaël Guillard, Neil Birbeck, Jindang Zhang, Robin Strand, Filip Malmberg, Yangming Ou, Christos Davatzikos, Matthias Kirschner, Florian Jung, Jing Yuan, Wu Qiu, Qinquan Gao, Philip J. Edwards, Bianca Maan, Ferdinand van der Heijden, Soumya Ghose, Jhimli Mitra, Jason Dowling, Dean C. Barratt, Henkjan J. Huisman, Anant Madabhushi:
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. Medical Image Anal. 18(2): 359-373 (2014)
2013
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Tatiana von Landesberger, Sebastian Bremm, Matthias Kirschner, Stefan Wesarg, Arjan Kuijper:
Visual Analytics for model-based medical image segmentation: Opportunities and challenges. Expert Syst. Appl. 40(12): 4934-4943 (2013)
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Matthias Hammon, Alexander Cavallaro, Marius Erdt, Peter Dankerl, Matthias Kirschner, Klaus Drechsler, Stefan Wesarg, Michael Uder, Rolf Janka:
Model-Based Pancreas Segmentation in Portal Venous Phase Contrast-Enhanced CT Images. J. Digit. Imaging 26(6): 1082-1090 (2013)
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Tatiana von Landesberger, Gennady L. Andrienko, Natalia V. Andrienko, Sebastian Bremm, Matthias Kirschner, Stefan Wesarg, Arjan Kuijper:
Opening up the "black box" of medical image segmentation with statistical shape models. Vis. Comput. 29(9): 893-905 (2013)
2010
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Stefan Wesarg, Matthias Kirschner, M. Fawad Khan:
2D Histogram based volume visualization: combining intensity and size of anatomical structures. Int. J. Comput. Assist. Radiol. Surg. 5(6): 655-666 (2010)

Conference and Workshop Papers

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2021
[c26]
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Daniel Pototzky, Matthias Kirschner, Azhar Sultan, Lars Schmidt-Thieme:
Training Object Detectors if Only Large Objects are Labeled. BMVC 2021: 68
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Daniel Pototzky, Matthias Kirschner, Lars Schmidt-Thieme:
Leveraging Group Annotations in Object Detection Using Graph-Based Pseudo-labeling. GCPR 2021: 439-452
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Daniel Pototzky, Azhar Sultan, Matthias Kirschner, Lars Schmidt-Thieme:
Self-supervised Learning for Object Detection in Autonomous Driving. GCPR 2021: 484-497
2014
[c23]
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Meike Becker, Matthias Kirschner, Georgios Sakas:
Segmentation of risk structures for otologic surgery using the Probabilistic Active Shape Model (PASM). Medical Imaging: Image-Guided Procedures 2014: 90360O
2013
[c22]
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Florian Jung, Matthias Kirschner, Stefan Wesarg:
A Generic Approach to Organ Detection Using 3D Haar-Like Features. Bildverarbeitung für die Medizin 2013: 320-325
[c21]
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Meike Becker, Matthias Kirschner, Georgios Sakas:
Segmentierung von Risikostrukturen der Otobasis für die minimal-invasive multi-port Chirurgie. CURAC 2013: 208-211
2012
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Matthias Kirschner, Stefan Wesarg:
Regularisierung lokaler Deformation im probabilistischen Active Shape Model. Bildverarbeitung für die Medizin 2012: 328-333
[c19]
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Sebastian Steger, Matthias Kirschner, Stefan Wesarg:
Articulated atlas for segmentation of the skeleton from head & neck CT datasets. ISBI 2012: 1256-1259
2011
[c18]
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Matthias Kirschner, Stefan Wesarg:
Automatische Initialisierung von Formmodellen mittels modellbasierter Registrierung. Bildverarbeitung für die Medizin 2011: 69-73
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Meike Becker, Matthias Kirschner, Stefan Wesarg:
Konsistente Parametrisierung von Flächen vom Geschlecht 1 zur Bildung eines statistischen Formmodells des Wirbels. Bildverarbeitung für die Medizin 2011: 74-78
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Matthias Kirschner, Sebastian Gollmer, Stefan Wesarg, Thorsten M. Buzug:
Optimal Initialization for 3D Correspondence Optimization: An Evaluation Study. IPMI 2011: 308-319
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Marius Erdt, Matthias Kirschner, Klaus Drechsler, Stefan Wesarg, Matthias Hammon, Alexander Cavallaro:
Automatic pancreas segmentation in contrast enhanced CT data using learned spatial anatomy and texture descriptors. ISBI 2011: 2076-2082
[c14]
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Matthias Kirschner, Meike Becker, Stefan Wesarg:
3D Active Shape Model Segmentation with Nonlinear Shape Priors. MICCAI (2) 2011: 492-499
[c13]
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Meike Becker, Matthias Kirschner, Simon Fuhrmann, Stefan Wesarg:
Automatic Construction of Statistical Shape Models for Vertebrae. MICCAI (2) 2011: 500-507
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Matthias Kirschner, Stefan Wesarg:
Active shape models unleashed. Medical Imaging: Image Processing 2011: 796211
2010
[c11]
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Matthias Kirschner, Stefan Wesarg:
3D Statistical Shape Model Building using Consistent Parameterization. Bildverarbeitung für die Medizin 2010: 291-295
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Marius Erdt, Matthias Kirschner:
Fast automatic liver segmentation combining learned shape priors with observed shape deviation. CBMS 2010: 249-254
[c9]
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Marius Erdt, Matthias Kirschner, Stefan Wesarg:
Smart manual landmarking of organs. Medical Imaging: Image Processing 2010: 76234Y
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Matthias Kirschner, Stefan Wesarg:
Construction of groupwise consistent shape parameterizations by propagation. Medical Imaging: Image Processing 2010: 762352
2009
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Marius Erdt, Matthias Kirschner, Stefan Wesarg:
Simultaneous Segmentation and Correspondence Establishment for Statistical Shape Models. 3DPH 2009: 25-35
[c6]
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Stefan Wesarg, Matthias Kirschner:
Structure Size Enhanced Histogram. Bildverarbeitung für die Medizin 2009: 16-20
[c5]
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Stefan Wesarg, Matthias Kirschner:
Gradient magnitude vs. feature size: comparing 2D histograms for transfer function specification. CGI 2009: 115-119
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Matthias Kirschner, Stefan Wesarg:
Area Preserving Parameterisation of Shapes with Spherical Topology. GI Jahrestagung 2009: 1257-1266
[c3]
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Matthias Kirschner, Stefan Wesarg:
Propagation of Shape Parameterisation for the Construction of a Statistical Shape Model of the Left Ventricle. VMV 2009: 313-322
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Matthias Kirschner, Philipp Schengbier, Tobias Tscheuschner:
Speed-Up Techniques for the Selfish Step Algorithm in Network Congestion Games. SEA 2009: 173-184
2008
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Stefan Böttcher, Rita Hartel, Matthias Kirschner:
Detecting Suspicious Relational Database Queries. ARES 2008: 771-778

Coauthor Index

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