Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems.

Stefan Zachow https://orcid.org/0000-0001-7964-3049 https://www.wikidata.org/entity/Q130881639

Kunpeng Xie Lennart Johannes Gruber Martin Crampen Yao Li André Ferreira Elias Tappeiner Maxime Gillot Jan Schepers Jiangchang Xu Tobias Pankert Michel Beyer Negar Shahamiri Reinier ten Brink Gauthier Dot Charlotte Weschke Niels van Nistelrooij Pieter-Jan Verhelst Yan Guo Zhibin Xu Jonas Bienzeisler Ashkan Rashad Tabea Flügge Ross Cotton Shankeeth Vinayahalingam Robert R. Ilesan Stefan Raith Dennis Madsen Constantin Seibold Tong Xi Stefaan Berge' Sven Nebelung Oldrich Kodym Osku Sundqvist Florian M. Thieringer Hans Lamecker Antoine Coppens Thomas Potrusil Joep Kraeima Max J. H. Witjes Guomin Wu Xiaojun Chen 0003 Adriaan Lambrechts Lucia H. S. Cevidanes Stefan Zachow Alexander Hermans Daniel Truhn Victor Alves Jan Egger Rainer Röhrig Frank Hölzle Behrus Hinrichs-Puladi Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems. 130031 2026 299 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.130031 db/journals/eswa/eswa299.html#XieGCLFTGSXPBSBDWNVGXBR26 streams/journals/eswa

Agniva Sengupta Dilara Kus Jianning Li Stefan Zachow Globally Optimal Pose from Orthographic Silhouettes. 2026 April abs/2604.09199 CoRR https://doi.org/10.48550/arXiv.2604.09199 db/journals/corr/corr2604.html#abs-2604-09199 streams/journals/corr

Marko Leskovar Mark Heyland Adam Trepczynski Stefan Zachow Comparison of global and local optimization methods for intensity-based 2D-3D registration. 109574 2025 186 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.109574 db/journals/cbm/cbm186.html#LeskovarHTZ25 streams/journals/cbm

Agniva Sengupta Stefan Zachow Shape-from-template with generalised camera. 105579 2025 162 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2025.105579 db/journals/ivc/ivc162.html#SenguptaZ25 streams/journals/ivc

Murong Xu Tamaz Amiranashvili Fernando Navarro Maksym Fritsak Ibrahim Ethem Hamamci Suprosanna Shit Bastian Wittmann Sezgin Er Sebastian M. Christ Ezequiel de la Rosa Julian Deseoe Robert Graf Hendrik Kristian Möller Anjany Sekuboyina Jan C. Peeken Anton S. Becker Giulia Baldini 0001 Johannes Haubold Felix Nensa René Hosch Nikhil Mirajkar Saad Khalid Stefan Zachow Marc-André Weber Georg Langs Jakob Wasserthal Mehmet Kemal Özdemir Andrey Fedorov Ron Kikinis Stephanie Tanadini-Lang Jan S. Kirschke Stephanie E. Combs Bjoern H. Menze CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography. 2025 July abs/2507.22953 CoRR https://doi.org/10.48550/arXiv.2507.22953 db/journals/corr/corr2507.html#abs-2507-22953 streams/journals/corr

Agniva Sengupta Stefan Zachow Shape-from-Template with Generalised Camera. 2025 August abs/2508.13791 CoRR https://doi.org/10.48550/arXiv.2508.13791 db/journals/corr/corr2508.html#abs-2508-13791 streams/journals/corr

Kevin Manogue Tomasz M. Schang Dilara Kus Jonas Müller Stefan Zachow Agniva Sengupta Generalizing Shape-from-Template to Topological Changes. 2025 November abs/2511.03459 CoRR https://doi.org/10.48550/arXiv.2511.03459 db/journals/corr/corr2511.html#abs-2511-03459 streams/journals/corr

Tamaz Amiranashvili David Lüdke Hongwei Bran Li Stefan Zachow Bjoern H. Menze Learning continuous shape priors from sparse data with neural implicit functions. 103099 2024 94 Medical Image Anal. https://doi.org/10.1016/j.media.2024.103099 https://www.wikidata.org/entity/Q128415420 db/journals/mia/mia94.html#AmiranashviliLLZM24

Lucas Siqueira Rodrigues Timo Torsten Schmidt John Nyakatura Stefan Zachow Johann Habakuk Israel Thomas Kosch Assessing the Effects of Sensory Modality Conditions on Object Retention across Virtual Reality and Projected Surface Display Environments. 255-282 2024 8 Proc. ACM Hum. Comput. Interact. ISS https://doi.org/10.1145/3698137 db/journals/pacmhci/pacmhci8.html#RodriguesSNZIK24

Lucas Siqueira Rodrigues Thomas Kosch John Nyakatura Stefan Zachow Johann Habakuk Israel MorphoHaptics: An Open-Source Tool for Visuohaptic Exploration of Morphological Image Datasets. 4:1-4:10 2024 KUI https://doi.org/10.1145/3719236.3719271 conf/kui/2024 db/conf/kui/kui2024.html#RodriguesKNZI24 Lucas Siqueira Rodrigues Timo Torsten Schmidt Johann Habakuk Israel Stefan Zachow John Nyakatura Thomas Kosch Comparing the Effects of Visual, Haptic, and Visuohaptic Encoding on Memory Retention of Digital Objects in Virtual Reality. 16:1-16:13 2024 NordiCHI https://doi.org/10.1145/3679318.3685349 https://www.wikidata.org/entity/Q130965223 conf/nordichi/2024 db/conf/nordichi/nordichi2024.html#RodriguesSIZNK24 Lucas Siqueira Rodrigues John Nyakatura Stefan Zachow Johann Habakuk Israel Thomas Kosch Evaluating Visuohaptic Integration on Memory Retention of Morphological Tomographic Images. 18:1-18:10 2024 VRCAI https://doi.org/10.1145/3703619.3706055 conf/vrcai/2024 db/conf/vrcai/vrcai2024.html#RodriguesNZIK24

Lucas Siqueira Rodrigues Timo Torsten Schmidt John Nyakatura Stefan Zachow Johann Habakuk Israel Thomas Kosch Comparing the Effects of Visual, Haptic, and Visuohaptic Encoding on Memory Retention of Digital Objects in Virtual Reality. 2024 abs/2406.14139 CoRR https://doi.org/10.48550/arXiv.2406.14139 db/journals/corr/corr2406.html#abs-2406-14139

Lucas Siqueira Rodrigues Thomas Kosch John Nyakatura Stefan Zachow Johann Habakuk Israel MorphoHaptics: An Open-Source Tool for Visuohaptic Exploration of Morphological Image Datasets. 2024 abs/2409.17766 CoRR https://doi.org/10.48550/arXiv.2409.17766 db/journals/corr/corr2409.html#abs-2409-17766 streams/journals/corr

Lucas Siqueira Rodrigues John Nyakatura Stefan Zachow Johann Habakuk Israel Design Challenges and Opportunities of Fossil Preparation Tools and Methods. 7:1-7:10 2023 KUI https://doi.org/10.1145/3623462.3623470 https://www.wikidata.org/entity/Q130881643 conf/kui/2023 db/conf/kui/kui2023.html#RodriguesNZI23 David Lüdke Tamaz Amiranashvili Felix Ambellan Ivan Ezhov Bjoern H. Menze Stefan Zachow Landmark-Free Statistical Shape Modeling Via Neural Flow Deformations. 453-463 2022 MICCAI (2) https://doi.org/10.1007/978-3-031-16434-7_44 conf/miccai/2022-2 db/conf/miccai/miccai2022-2.html#LudkeAAEMZ22 Tamaz Amiranashvili David Lüdke Hongwei Bran Li Bjoern H. Menze Stefan Zachow Learning Shape Reconstruction from Sparse Measurements with Neural Implicit Functions. 22-34 2022 MIDL https://proceedings.mlr.press/v172/amiranashvili22a.html conf/midl/2022 db/conf/midl/midl2022.html#AmiranashviliLL22

David Lüdke Tamaz Amiranashvili Felix Ambellan Ivan Ezhov Bjoern H. Menze Stefan Zachow Landmark-free Statistical Shape Modeling via Neural Flow Deformations. 2022 abs/2209.06861 CoRR https://doi.org/10.48550/arXiv.2209.06861 db/journals/corr/corr2209.html#abs-2209-06861

Manish Sahu Anirban Mukhopadhyay 0003 Stefan Zachow Simulation-to-real domain adaptation with teacher-student learning for endoscopic instrument segmentation. 849-859 2021 16 Int. J. Comput. Assist. Radiol. Surg. 5 https://doi.org/10.1007/s11548-021-02383-4 db/journals/cars/cars16.html#SahuMZ21

Alexander Tack Bernhard Preim Stefan Zachow Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a "YOLOv4 And Resnet Landmark regression Algorithm" (YARLA): Data from the Osteoarthritis Initiative. 106080 2021 205 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2021.106080 https://www.wikidata.org/entity/Q113320895 db/journals/cmpb/cmpb205.html#TackPZ21

Carl Martin Grewe Tuo Liu Christoph Kahl Andrea Hildebrandt Stefan Zachow Statistical Learning of Facial Expressions Improves Realism of Animated Avatar Faces. 619811 2021 2 Frontiers Virtual Real. https://doi.org/10.3389/frvir.2021.619811 db/journals/frvir/frvir2.html#GreweLKHZ21

Anjany Sekuboyina Malek El Husseini Amirhossein Bayat Maximilian Löffler Hans Liebl Hongwei Li 0004 Giles Tetteh Jan Kukacka Christian Payer Darko Stern Martin Urschler Maodong Chen Dalong Cheng Nikolas Lessmann Yujin Hu Tianfu Wang 0001 Dong Yang 0005 Daguang Xu Felix Ambellan Tamaz Amiranashvili Moritz Ehlke Hans Lamecker Sebastian Lehnert Marilia Lirio Nicolás Pérez de Olaguer Heiko Ramm Manish Sahu Alexander Tack Stefan Zachow Tao Jiang Xinjun Ma Christoph Angerman Xin Wang 0113 Kevin Brown Alexandre Kirszenberg Élodie Puybareau Di Chen Yiwei Bai Brandon H. Rapazzo Timyoas Yeah Amber Zhang Shangliang Xu Feng Hou Zhiqiang He 0002 Chan Zeng Zheng Xiangshang Xu Liming Tucker J. Netherton Raymond P. Mumme Laurence E. Court Zixun Huang Chenhang He Li-Wen Wang Sai Ho Ling Lê Duy Huynh Nicolas Boutry Roman Jakubícek Jirí Chmelík Supriti Mulay Mohanasankar Sivaprakasam Johannes C. Paetzold Suprosanna Shit Ivan Ezhov Benedikt Wiestler Ben Glocker Alexander Valentinitsch Markus Rempfler Björn H. Menze Jan S. Kirschke VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. 102166 2021 73 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102166 db/journals/mia/mia73.html#SekuboyinaHBLLL21

Felix Ambellan Stefan Zachow Christoph von Tycowicz Rigid motion invariant statistical shape modeling based on discrete fundamental forms: Data from the osteoarthritis initiative and the Alzheimer's disease neuroimaging initiative. 102178 2021 73 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102178 db/journals/mia/mia73.html#AmbellanZT21

Jianning Li 0002 Pedro Pimentel Angelika Szengel Moritz Ehlke Hans Lamecker Stefan Zachow Laura Jovani Estacio Cerquin Christian Doenitz Heiko Ramm Haochen Shi Xiaojun Chen 0003 Franco Matzkin Virginia F. J. Newcombe Enzo Ferrante Yuan Jin David G. Ellis Michele R. Aizenberg Oldrich Kodym Michal Spanel Adam Herout James G. Mainprize Zachary Fishman Michael R. Hardisty Amirhossein Bayat Suprosanna Shit Bomin Wang Zhi Liu 0004 Matthias Eder Antonio Pepe 0003 Christina Gsaxner Victor Alves Ulrike Zefferer Gord von Campe Karin Pistracher Ute Schäfer Dieter Schmalstieg Bjoern H. Menze Ben Glocker Jan Egger AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design. 2329-2342 2021 40 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2021.3077047 db/journals/tmi/tmi40.html#LiPSELZCDRS0MNF21

Felix Ambellan Stefan Zachow Christoph von Tycowicz Geodesic B-score for Improved Assessment of Knee Osteoarthritis. 177-188 2021 IPMI https://doi.org/10.1007/978-3-030-78191-0_14 conf/ipmi/2021 db/conf/ipmi/ipmi2021.html#AmbellanZT21 Laura Estacio Moritz Ehlke Alexander Tack Eveling Castro Gutierrez Hans Lamecker Rensso Mora Stefan Zachow Unsupervised Detection Of Disturbances In 2d Radiographs. 367-370 2021 ISBI https://doi.org/10.1109/ISBI48211.2021.9434091 conf/isbi/2021 db/conf/isbi/isbi2021.html#EstacioETGLMZ21

Manish Sahu Anirban Mukhopadhyay 0003 Stefan Zachow Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation. 2021 abs/2103.01593 CoRR https://arxiv.org/abs/2103.01593 db/journals/corr/corr2103.html#abs-2103-01593

Felix Ambellan Stefan Zachow Christoph von Tycowicz Geodesic B-Score for Improved Assessment of Knee Osteoarthritis. 2021 abs/2104.01107 CoRR https://arxiv.org/abs/2104.01107 db/journals/corr/corr2104.html#abs-2104-01107

Felix Ambellan Stefan Zachow Christoph von Tycowicz Rigid Motion Invariant Statistical Shape Modeling based on Discrete Fundamental Forms. 2021 abs/2111.06850 CoRR https://arxiv.org/abs/2111.06850 db/journals/corr/corr2111.html#abs-2111-06850

Pedro Pimentel Angelika Szengel Moritz Ehlke Hans Lamecker Stefan Zachow Laura Estacio Christian Doenitz Heiko Ramm Automated Virtual Reconstruction of Large Skull Defects using Statistical Shape Models and Generative Adversarial Networks. 16-27 2020 AutoImplant@MICCAI https://doi.org/10.1007/978-3-030-64327-0_3 conf/miccai/2020autoimplant db/conf/miccai/autoimplant2020.html#PimentelSELZEDR20 Manish Sahu Ronja Strömsdörfer Anirban Mukhopadhyay 0003 Stefan Zachow Endo-Sim2Real: Consistency Learning-Based Domain Adaptation for Instrument Segmentation. 784-794 2020 MICCAI (3) https://doi.org/10.1007/978-3-030-59716-0_75 conf/miccai/2020-3 db/conf/miccai/miccai2020-3.html#SahuSMZ20

Anjany Sekuboyina Malek El Husseini Amirhossein Bayat Maximilian Löffler Hans Liebl Hongwei Li 0004 Giles Tetteh Jan Kukacka Christian Payer Darko Stern Martin Urschler Maodong Chen Dalong Cheng Nikolas Lessmann Yujin Hu Tianfu Wang 0001 Dong Yang 0005 Daguang Xu Felix Ambellan Tamaz Amiranashvili Moritz Ehlke Hans Lamecker Sebastian Lehnert Marilia Lirio Nicolás Pérez de Olaguer Heiko Ramm Manish Sahu Alexander Tack Stefan Zachow Tao Jiang Xinjun Ma Christoph Angerman Xin Wang 0113 Kevin Brown Alexandre Kirszenberg Élodie Puybareau Di Chen Yiwei Bai Brandon H. Rapazzo Timyoas Yeah Amber Zhang Shangliang Xu Feng Hou Zhiqiang He 0002 Chan Zeng Xiangshang Zheng Liming Xu Tucker J. Netherton Raymond P. Mumme Laurence E. Court Zixun Huang Chenhang He Li-Wen Wang Sai Ho Ling Lê Duy Huynh Nicolas Boutry Roman Jakubícek Jirí Chmelík Supriti Mulay Mohanasankar Sivaprakasam Johannes C. Paetzold Suprosanna Shit Ivan Ezhov Benedikt Wiestler Ben Glocker Alexander Valentinitsch Markus Rempfler Björn H. Menze Jan S. Kirschke VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images. 2020 abs/2001.09193 CoRR https://arxiv.org/abs/2001.09193 db/journals/corr/corr2001.html#abs-2001-09193

Manish Sahu Ronja Strömsdörfer Anirban Mukhopadhyay 0003 Stefan Zachow Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation. 2020 abs/2007.11514 CoRR https://arxiv.org/abs/2007.11514 db/journals/corr/corr2007.html#abs-2007-11514

Steffen Oeltze-Jafra Monique Meuschke Mathias Neugebauer Sylvia Saalfeld Kai Lawonn Gábor Janiga Hans-Christian Hege Stefan Zachow Bernhard Preim Generation and Visual Exploration of Medical Flow Data: Survey, Research Trends and Future Challenges. 87-125 2019 38 Comput. Graph. Forum 1 https://doi.org/10.1111/cgf.13394 db/journals/cgf/cgf38.html#Oeltze-JafraMNS19

Felix Ambellan Alexander Tack Moritz Ehlke Stefan Zachow Automated segmentation of knee bone and cartilage combining statistical shape knowledge and convolutional neural networks: Data from the Osteoarthritis Initiative. 109-118 2019 52 Medical Image Anal. https://doi.org/10.1016/j.media.2018.11.009 https://www.wikidata.org/entity/Q90356810 db/journals/mia/mia52.html#AmbellanTEZ19

Alexander Tack Stefan Zachow Accurate Automated Volumetry of Cartilage of the Knee Using Convolutional Neural Networks: Data From the Osteoarthritis Initiative. 40-43 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759201 conf/isbi/2019 db/conf/isbi/isbi2019.html#TackZ19 Felix Ambellan Stefan Zachow Christoph von Tycowicz A Surface-Theoretic Approach for Statistical Shape Modeling. 21-29 2019 MICCAI (4) https://doi.org/10.1007/978-3-030-32251-9_3 conf/miccai/2019-4 db/conf/miccai/miccai2019-4.html#AmbellanZT19 Felix Ambellan Stefan Zachow Christoph von Tycowicz An As-Invariant-As-Possible GL<sup>+</sup>(3) -Based Statistical Shape Model. 219-228 2019 MBIA/MFCA@MICCAI https://doi.org/10.1007/978-3-030-33226-6_23 conf/miccai/2019mbia db/conf/miccai/mbia2019.html#AmbellanZT19a

Christoph von Tycowicz Felix Ambellan Anirban Mukhopadhyay 0003 Stefan Zachow An efficient Riemannian statistical shape model using differential coordinates: With application to the classification of data from the Osteoarthritis Initiative. 1-9 2018 43 Medical Image Anal. https://doi.org/10.1016/j.media.2017.09.004 https://www.wikidata.org/entity/Q47899510 db/journals/mia/mia43.html#TycowiczAMZ18

Carl Martin Grewe Gabriel Le Roux Sven-Kristofer Pilz Stefan Zachow Spotting the Details: The Various Facets of Facial Expressions. 286-293 2018 FG https://doi.org/10.1109/FG.2018.00049 https://doi.ieeecomputersociety.org/10.1109/FG.2018.00049 conf/fgr/2018 db/conf/fgr/fg2018.html#GreweRPZ18

Manish Sahu Anirban Mukhopadhyay 0003 Angelika Szengel Stefan Zachow Addressing multi-label imbalance problem of surgical tool detection using CNN. 1013-1020 2017 12 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-017-1565-x https://www.wikidata.org/entity/Q47910561 db/journals/cars/cars12.html#SahuMSZ17

David A. J. Wilson Carolyn Anglin Felix Ambellan Carl Martin Grewe Alexander Tack Hans Lamecker Michael Dunbar Stefan Zachow Validation of three-dimensional models of the distal femur created from surgical navigation point cloud data for intraoperative and postoperative analysis of total knee arthroplasty. 2097-2105 2017 12 Int. J. Comput. Assist. Radiol. Surg. 12 https://doi.org/10.1007/s11548-017-1630-5 https://www.wikidata.org/entity/Q38701031 db/journals/cars/cars12.html#WilsonAAGTLDZ17

Florian Bernard 0001 Luis Salamanca Johan Thunberg Alexander Tack Dennis Jentsch Hans Lamecker Stefan Zachow Frank Hertel Jorge M. Gonçalves Peter Gemmar Shape-aware surface reconstruction from sparse 3D point-clouds. 77-89 2017 38 Medical Image Anal. https://doi.org/10.1016/j.media.2017.02.005 https://www.wikidata.org/entity/Q38914653 db/journals/mia/mia38.html#BernardSTTJLZHG17

Julián Lamas-Rodríguez Dora Blanco Heras Francisco Argüello Dagmar Kainmueller Stefan Zachow Montserrat Bóo GPU-accelerated level-set segmentation. 15-29 2016 12 J. Real Time Image Process. 1 https://doi.org/10.1007/s11554-013-0378-6 db/journals/jrtip/jrtip12.html#Lamas-Rodriguez16

Carl Martin Grewe Stefan Zachow Fully Automated and Highly Accurate Dense Correspondence for Facial Surfaces. 552-568 2016 ECCV Workshops (2) https://doi.org/10.1007/978-3-319-48881-3_38 conf/eccv/2016w2 db/conf/eccv/eccv2016w2.html#GreweZ16 Anirban Mukhopadhyay 0003 Oscar Salvador Morillo Victoria Stefan Zachow Hans Lamecker Robust and Accurate Appearance Models Based on Joint Dictionary Learning Data from the Osteoarthritis Initiative - Data from the Osteoarthritis Initiative. 25-33 2016 Patch-MI@MICCAI https://doi.org/10.1007/978-3-319-47118-1_4 conf/miccai/2016patchmi db/conf/miccai/patchmi2016.html#MukhopadhyayVZL16

Florian Bernard 0001 Luis Salamanca Johan Thunberg Alexander Tack Dennis Jentsch Hans Lamecker Stefan Zachow Frank Hertel Jorge M. Gonçalves Peter Gemmar Shape-aware Surface Reconstruction from Sparse Data. 2016 abs/1602.08425 CoRR http://arxiv.org/abs/1602.08425 db/journals/corr/corr1602.html#BernardSTTJLZHG16

Manish Sahu Anirban Mukhopadhyay 0003 Angelika Szengel Stefan Zachow Tool and Phase recognition using contextual CNN features. 2016 abs/1610.08854 CoRR http://arxiv.org/abs/1610.08854 db/journals/corr/corr1610.html#Sahu0SZ16

Moritz Ehlke Mark Heyland Sven Märdian Georg N. Duda Stefan Zachow 3D Assessment of Osteosynthesis based on 2D Radiographs. 317-322 2015 CURAC conf/curac/2015 db/conf/curac/curac2015.html#EhlkeHMDZ15 Oliver Burgert Jörg Schipper Stefan Zachow 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 15-16, 2011, Magdeburg, Germany 2015 CURAC Verlag Univ Magdeburg CEUR Workshop Proceedings 1476 978-3-940961-59-4 db/conf/curac/curac2011.html https://ceur-ws.org/Vol-1476 https://nbn-resolving.org/urn:nbn:de:0074-1476-8 https://www.curac.org/tagungsband2011

Dagmar Kainmueller Hans Lamecker Markus Heller Britta Weber Hans-Christian Hege Stefan Zachow Omnidirectional displacements for deformable surfaces. 429-441 2013 17 Medical Image Anal. 4 https://doi.org/10.1016/j.media.2012.11.006 https://www.wikidata.org/entity/Q50908360 db/journals/mia/mia17.html#KainmuellerLHWHZ13

Moritz Ehlke Heiko Ramm Hans Lamecker Hans-Christian Hege Stefan Zachow Fast Generation of Virtual X-ray Images for Reconstruction of 3D Anatomy. 2673-2682 2013 19 IEEE Trans. Vis. Comput. Graph. 12 https://doi.org/10.1109/TVCG.2013.159 http://doi.ieeecomputersociety.org/10.1109/TVCG.2013.159 https://www.wikidata.org/entity/Q45844642 db/journals/tvcg/tvcg19.html#EhlkeRLHZ13

Heiko Ramm O. S. Morillo Victorai Ingo Todt Hartmut Schirmacher Arneborg Ernst Stefan Zachow Hans Lamecker Visual support for positioning hearing implants. 116-120 2013 CURAC conf/curac/2013 db/conf/curac/curac2013.html#RammVTSEZL13 https://ceur-ws.org/Vol-1477/Proceedings_CURAC_2013_Paper_28.pdf Julián Lamas-Rodríguez Dora Blanco Heras Francisco Argüello Stefan Zachow Dagmar Kainmüller Partitioning and mapping a fast level-set algorithm on the GPU. 681-686 2013 IDAACS https://doi.org/10.1109/IDAACS.2013.6663012 conf/idaacs/2013 db/conf/idaacs/idaacs2013.html#Lamas-RodriguezHAZK13 Max Kahnt Heiko Ramm Hans Lamecker Stefan Zachow Feature-Preserving, Multi-material Mesh Generation Using Hierarchical Oracles. 101-111 2012 MeshMed https://doi.org/10.1007/978-3-642-33463-4_11 conf/miccai/2012mesh db/conf/miccai/meshmed2012.html#KahntRLZ12 Nguyen The Duy Hans Lamecker Dagmar Kainmueller Stefan Zachow Automatic Detection and Classification of Teeth in CT Data. 609-616 2012 MICCAI (1) https://doi.org/10.1007/978-3-642-33415-3_75 https://www.wikidata.org/entity/Q85833790 conf/miccai/2012-1 db/conf/miccai/miccai2012-1.html#DuyLKZ12 Matthias Bindernagel Dagmar Kainmueller Heiko Seim Hans Lamecker Stefan Zachow Hans-Christian Hege An Articulated Statistical Shape Model of the Human Knee. 59-63 2011 Bildverarbeitung für die Medizin https://doi.org/10.1007/978-3-642-19335-4_14 conf/bildmed/2011 db/conf/bildmed/bildmed2011.html#BindernagelKSLZH11 Max Kahnt Francis Galloway Heiko Seim Hans Lamecker Mark Taylor Stefan Zachow Robust and Intuitive Meshing of Bone-Implant Compounds. 71-74 2011 CURAC conf/curac/2011 db/conf/curac/curac2011.html#KahntGSLTZ11 https://ceur-ws.org/Vol-1476/Proceedings_CURAC_2011_Paper_8.pdf Jens von Berg Jalda Dworzak Tobias Klinder Dirk Manke Adrian Kreth Hans Lamecker Stefan Zachow Cristian Lorenz Temporal subtraction of chest radiographs compensating pose differences. 79620U 2011 Image Processing https://doi.org/10.1117/12.877568 conf/miip/2011 db/conf/miip/miip2011.html#BergDKMKLZL11

Jalda Dworzak Hans Lamecker Jens von Berg Tobias Klinder Cristian Lorenz Dagmar Kainmüller Heiko Seim Hans-Christian Hege Stefan Zachow 3D reconstruction of the human rib cage from 2D projection images using a statistical shape model. 111-124 2010 5 Int. J. Comput. Assist. Radiol. Surg. 2 https://doi.org/10.1007/s11548-009-0390-2 https://www.wikidata.org/entity/Q52906461 db/journals/cars/cars5.html#DworzakLBKLKSHZ10

Martin Weiser Stefan Zachow Peter Deuflhard Craniofacial Surgery Planning Based on Virtual Patient Models (Modellgestützte Planung von Gesichtsoperationen am virtuellen Patienten). 258-264 2010 52 it Inf. Technol. 5 https://doi.org/10.1524/itit.2010.0600 db/journals/it/it52.html#WeiserZD10

Dagmar Kainmueller Hans Lamecker Heiko Seim Stefan Zachow Hans-Christian Hege Improving Deformable Surface Meshes through Omni-Directional Displacements and MRFs. 227-234 2010 MICCAI (1) https://doi.org/10.1007/978-3-642-15705-9_28 https://www.wikidata.org/entity/Q85108154 conf/miccai/2010-1 db/conf/miccai/miccai2010-1.html#KainmuellerLSZH10

Stefan Zachow Philipp Muigg Thomas Hildebrandt Helmut Doleisch Hans-Christian Hege Visual Exploration of Nasal Airflow. 1407-1414 2009 15 IEEE Trans. Vis. Comput. Graph. 6 https://doi.org/10.1109/TVCG.2009.198 http://doi.ieeecomputersociety.org/10.1109/TVCG.2009.198 https://www.wikidata.org/entity/Q52907882 db/journals/tvcg/tvcg15.html#ZachowMHDH09

Heiko Seim Dagmar Kainmüller Hans Lamecker Stefan Zachow A System for Unsupervised Extraction of Orthopaedic Parameters from CT Data. 1328-1337 2009 GI Jahrestagung conf/gi/2009 db/conf/gi/gi2009.html#SeimKLZ09 https://dl.gi.de/handle/20.500.12116/31084 http://subs.emis.de/LNI/Proceedings/Proceedings154/article2632.html Heiko Seim Dagmar Kainmueller Markus Heller Stefan Zachow Hans-Christian Hege Automatic Extraction of Anatomical Landmarks from Medical Image Data: An Evaluation of Different Methods. 538-541 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193103 conf/isbi/2009 db/conf/isbi/isbi2009.html#SeimKHZH09 Dagmar Kainmueller Hans Lamecker Heiko Seim Max Zinser Stefan Zachow Automatic Extraction of Mandibular Nerve and Bone from Cone-Beam CT Data. 76-83 2009 MICCAI (1) https://doi.org/10.1007/978-3-642-04271-3_10 https://www.wikidata.org/entity/Q62499629 conf/miccai/2009-2 db/conf/miccai/miccai2009-2.html#KainmuellerLSZZ09 Heiko Seim Hans Lamecker Markus Heller Stefan Zachow Segmentation of Bony Structures with Ligament Attachment Sites. 207-211 2008 Bildverarbeitung für die Medizin https://doi.org/10.1007/978-3-540-78640-5_42 conf/bildmed/2008 db/conf/bildmed/bildmed2008.html#SeimLHZ08 Michael Zilske Hans Lamecker Stefan Zachow Adaptive Remeshing of Non-Manifold Surfaces. 25-28 2008 Eurographics (Short Papers) https://doi.org/10.2312/egs.20081013 conf/eurographics/2008short db/conf/eurographics/eg-short2008.html#ZilskeLZ08 Dagmar Kainmueller Hans Lamecker Stefan Zachow Hans-Christian Hege Coupling Deformable Models for Multi-object Segmentation. 69-78 2008 ISBMS https://doi.org/10.1007/978-3-540-70521-5_8 conf/isbms/2008 db/conf/isbms/isbms2008.html#KainmuellerLZH08 Jana Dornheim Silvia Born Stefan Zachow Michael Gessat Daniela I. Wellein Gero Strauß Bernhard Preim Dirk Bartz Bildanalyse, Visualisierung und Modellerstellung für die Implantatplanung im Mittelohr. 139-154 2008 SimVis http://www.simvis.org/Tagung2008/sv-proceedings.html conf/simvis/2008 db/conf/simvis/simvis2008.html#DornheimBZGWSPB08 Mathias Neugebauer Gábor Janiga Stefan Zachow Martin Skalej Bernhard Preim Generierung qualitativ hochwertiger Modelle für die Simulation von Bluttfluss in zerebralen Aneurysmen. 221-236 2008 SimVis http://www.simvis.org/Tagung2008/sv-proceedings.html conf/simvis/2008 db/conf/simvis/simvis2008.html#NeugebauerJZSP08 Heiko Seim Dagmar Kainmueller Markus Heller Hans Lamecker Stefan Zachow Hans-Christian Hege Automatic Segmentation of the Pelvic Bones from CT Data Based on a Statistical Shape Model. 93-100 2008 VCBM https://doi.org/10.2312/VCBM/VCBM08/093-100 conf/vcbm/2008 db/conf/vcbm/vcbm2008.html#SeimKHLZH08

Stefan Zachow Hans-Christian Hege Peter Deuflhard Computer Assisted Planning in Cranio-Maxillofacial Surgery. 53-64 2006 14 J. Comput. Inf. Technol. 1 https://doi.org/10.2498/cit.2006.01.06 db/journals/cit/cit14.html#ZachowHD06

Stefan Zachow Thomas Hierl Bodo Erdmann Über die Qualität einer 3D Weichgewebeprädiktion in der Gesichtschirurgie. 75-79 2004 conf/bildmed/2004 Bildverarbeitung für die Medizin https://ceur-ws.org/Vol-116/p075.pdf db/conf/bildmed/bildmed2004.html#ZachowHE04 Stefan Zachow Thomas Hierl Bodo Erdmann On the predictability of tissue changes for osteotomy planning in maxillofacial surgery: a comparison with postoperative results. 648-653 2004 conf/cars/2004 CARS db/conf/cars/cars2004.html#ZachowHE04 Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege On constitutive modeling of soft tissue for the long-term prediction of cranio-maxillofacial surgery outcome. 343-349 2003 conf/cars/2003 CARS db/conf/cars/cars2003.html#GladilinZDH03 Stefan Zachow Evgeny Gladilin Robert Sader Hans-Florian Zeilhofer Draw and cut: intuitive 3D osteotomy planning on polygonal bone models. 362-369 2003 conf/cars/2003 CARS db/conf/cars/cars2003.html#ZachowGSZ03 Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege Realistic prediction of individual facial emotion expressions for craniofacial surgery simulations. 2003 Image-Guided Procedures https://doi.org/10.1117/12.479584 conf/miigp/2003 db/conf/miigp/miigp2003.html#GladilinZDH03 Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege Biomechanisches Modell zur Abschätzung der individuellen Gesichtsmimik. 25-28 2002 conf/bildmed/2002 Bildverarbeitung für die Medizin db/conf/bildmed/bildmed2002.html#GladilinZDH02 Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege Adaptive nonlinear elastic FEM for realistic prediction of soft tissue in craniofacial surgery simulations. 2002 Image-Guided Procedures https://doi.org/10.1117/12.466906 conf/miigp/2002 db/conf/miigp/miigp2002.html#GladilinZDH02 Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege Shape-based approach for the estimation of individual facial mimics in craniofacial surgery planning. 2002 Image-Guided Procedures https://doi.org/10.1117/12.466927 conf/miigp/2002 db/conf/miigp/miigp2002.html#GladilinZDH02a Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege Validierung eines linear-elastischen Modells für die Weichgewebesimulation in der Mund-Kiefer-Gesichtschirurgie. 57-61 2001 conf/bildmed/2001 Bildverarbeitung für die Medizin db/conf/bildmed/bildmed2001.html#GladilinZDH01 Stefan Zachow Evgeny Gladilin Hans-Florian Zeilhofer Robert Sader 3D Osteotomieplanung in der MKG-Chirurgie unter Berücksichtigung der räumlichen Weichgewebeanordnung. 217-226 2001 conf/dfg/2001chirurgie Rechner- und sensorgestützte Chirurgie db/conf/dfg/chirurgie2001.html#ZachowGZS01 https://dl.gi.de/handle/20.500.12116/30794 http://subs.emis.de/LNI/Proceedings/Proceedings04/article87.html Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege A Biomechanical Model for Soft Tissue Simulation in Craniofacial Surgery. 137-144 2001 conf/miar/2001 MIAR https://doi.org/10.1109/MIAR.2001.930276 https://doi.ieeecomputersociety.org/10.1109/MIAR.2001.930276 db/conf/miar/miar2001.html#GladilinZDH01 Stefan Zachow Evgeny Gladilin Hans-Florian Zeilhofer Robert Sader Improved 3D Osteotomy Planning in Cranio-maxillofacial Surgery. 473-481 2001 conf/miccai/2001 MICCAI https://doi.org/10.1007/3-540-45468-3_57 db/conf/miccai/miccai2001.html#ZachowGZS01 Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege Validation of linear elastic model for soft tissue simulation in craniofacial surgery. 2001 Image-Guided Procedures https://doi.org/10.1117/12.428061 conf/miigp/2001 db/conf/miigp/miigp2001.html#GladilinZDH01 Evgeny Gladilin Stefan Zachow Peter Deuflhard Hans-Christian Hege Towards a Realistic Simulation of Individual Facial Mimics. 129-134 2001 conf/vmv/2001 VMV http://wwwvis.informatik.uni-stuttgart.de/vmv01/dl/posters/5.pdf db/conf/vmv/vmv2001.html#GladilinZDH01 Detlev Stalling Martin Seebass Stefan Zachow Mehrschichtige Oberflächenmodelle zur computergestützten Planung in der Chirurgie. 203-207 1999 conf/bildmed/1999 Bildverarbeitung für die Medizin db/conf/bildmed/bildmed99.html#StallingSZ99 https://doi.org/10.1007/978-3-642-60125-5_38 Michele R. Aizenberg Victor Alves Felix Ambellan Tamaz Amiranashvili Christoph Angerman Carolyn Anglin Francisco Argüello Yiwei Bai Giulia Baldini 0001 Dirk Bartz Amirhossein Bayat Anton S. Becker Jens von Berg Stefaan Berge' Florian Bernard 0001 Michel Beyer Jonas Bienzeisler Matthias Bindernagel Montserrat Bóo Silvia Born Nicolas Boutry Reinier ten Brink Kevin Brown Oliver Burgert Gord von Campe Laura Jovani Estacio Cerquin Lucia H. S. Cevidanes Di Chen Maodong Chen Xiaojun Chen 0003 Dalong Cheng Jirí Chmelík Sebastian M. Christ Rensso Mora ColqueRensso Mora Stephanie CombsStephanie E. Combs Antoine Coppens Ross Cotton Laurence E. Court Martin Crampen Julian Deseoe Peter Deuflhard Christian Doenitz Helmut Doleisch Jana Dornheim Gauthier Dot Georg N. Duda Michael Dunbar Nguyen The Duy Jalda Dworzak Matthias Eder Jan Egger Moritz Ehlke David Gage EllisDavid G. Ellis Sezgin Er Bodo Erdmann Arneborg Ernst Laura Estacio Ivan Ezhov Andriy FedorovAndrey Fedorov Enzo Ferrante André Ferreira Zachary Fishman Tabea Flügge Maksym Fritsak Francis Galloway Peter Gemmar Michael Gessat Maxime Gillot Evgeny Gladilin Ben Glocker Jorge M. Gonçalves Robert Graf Carl Martin Grewe Lennart Johannes Gruber Yan Guo Eveling Castro Gutierrez Ibrahim Ethem Hamamci Michael R. Hardisty Johannes Haubold Chenhang He Zhiqiang He 0002 Hans-Christian Hege Markus Heller Dora Blanco Heras Alexander Hermans Adam Herout Frank Hertel Mark Heyland Thomas Hierl Andrea Hildebrandt Thomas Hildebrandt Behrus Hinrichs-Puladi Frank Hölzle René Hosch Feng Hou Yujin Hu Zixun Huang Malek El Husseini Lê Duy Huynh Robert R. Ilesan Johann Habakuk Israel Roman Jakubícek Gábor Janiga Dennis Jentsch Tao Jiang Yuan Jin Christoph Kahl Max Kahnt Dagmar KainmüllerDagmar Kainmueller Saad Khalid Ron Kikinis Jan KirschkeJan S. Kirschke Alexandre Kirszenberg Tobias Klinder Oldrich Kodym Thomas Kosch Joep Kraeima Adrian Kreth Jan Kukacka Dilara Kus Julián Lamas-Rodríguez Adriaan Lambrechts Hans Lamecker Georg Langs Kai Lawonn Sebastian Lehnert Marko Leskovar Nikolas LeßmannNikolas Lessmann Hongwei Li 0004Hongwei Bran Li Jianning Li Jianning Li 0002 Yao Li Hans Liebl Xu Liming Sai-Ho LingSai Ho Ling Marilia Lirio Tuo Liu Zhi Liu 0004 Maximilian Löffler Cristian Lorenz David Lüdke Xinjun Ma Dennis Madsen James G. Mainprize Dirk Manke Kevin Manogue Sven Märdian Franco Matzkin Bjoern MenzeBjoern H. MenzeBjörn H. Menze Monique Meuschke Nikhil Mirajkar Hendrik Kristian Möller Philipp Muigg Anirban Mukhopadhyay 0003 Supriti Mulay Jonas Müller Raymond P. Mumme Fernando Navarro Sven Nebelung Felix Nensa Tucker J. Netherton Mathias Neugebauer Virginia F. J. Newcombe Niels van Nistelrooij John Nyakatura Steffen Oeltze-Jafra Nicolás Pérez de Olaguer Mehmet Kemal Özdemir Johannes C. Paetzold Tobias Pankert Christian Payer Jan PeekenJan C. Peeken Antonio Pepe 0003 Sven-Kristofer Pilz Pedro Pimentel Karin Pistracher Thomas Potrusil Bernhard Preim Élodie Puybareau Stefan Raith Heiko Ramm Brandon H. Rapazzo Ashkan Rashad Markus Rempfler Lucas Siqueira Rodrigues Rainer Röhrig Ezequiel de la Rosa Gabriel Le Roux Sylvia Saalfeld Robert Sader Manish Sahu Luis Salamanca Ute Schäfer Tomasz M. Schang Jan Schepers Jörg Schipper Hartmut Schirmacher Dieter Schmalstieg Timo Torsten Schmidt Christina Schwarz-GsaxnerChristina Gsaxner Martin SeebaßMartin Seebass Constantin Seibold Heiko Seim Anjany Sekuboyina Agniva Sengupta Negar Shahamiri Haochen Shi Suprosanna Shit Mohanasankar Sivaprakasam Martin Skalej Michal Spanel Detlev Stalling Darko Stern Gero Strauß Ronja Strömsdörfer Osku Sundqvist Angelika Szengel Alexander Tack Stephanie Tanadini-Lang Elias Tappeiner Mark Taylor Giles Tetteh Florian M. Thieringer Johan Thunberg Ingo Todt Adam Trepczynski Daniel Truhn Christoph von Tycowicz Martin Urschler Alexander Valentinitsch Pieter-Jan Verhelst O. S. Morillo Victorai Oscar Salvador Morillo Victoria Shankeeth Vinayahalingam Bomin Wang Li-Wen Wang Tianfu Wang 0001 Xin Wang 0113 Jakob Wasserthal Britta Weber Marc-André Weber Martin Weiser Daniela I. Wellein Charlotte Weschke Benedikt Wiestler David A. J. Wilson Max J. H. Witjes Bastian Wittmann Guomin Wu Tong Xi Zheng Xiangshang Kunpeng Xie Daguang Xu Jiangchang Xu Liming Xu Murong Xu Shangliang Xu Zhibin Xu Dong Yang 0005 Timyoas Yeah Ulrike Zefferer Hans-Florian Zeilhofer Chan Zeng Amber Zhang Xiangshang Zheng Michael Zilske Max Zinser