Publications Staff
- Achim Schweikard
- Niclas Bockelmann
- Sven Böttger
- Ralf Bruder
- Tolga-Can Callar
- Floris Ernst
- Maria Henke
- Marius Krusen
- Felix von Haxthausen
- Christian Janorschke
- Ngoc Thinh Nguyen
- Jonas Osburg
- Holger Schwegmann
- Daniel Wulff
- Jingyang Xie
- Honghu Xue
Publications former Staff
- Mohammed Al-Badri
- Rehman Ansari
- Norbert Binder
- Christoph Bodensteiner
- Alexander Derksen
- Robert Dürichen
- Markus Finke
- Verónica García Vázquez
- Fernando Gasca
- Hamid Hadjar
- Jannis Hagenah
- Maximilian Heinig
- Svenja Ipsen
- Phillip Jauer
- Ivo Kuhlemann
- Jirapong Manit
- Volker Martens
- Lars Matthäus
- Christoph Metzner
- Lukas Ramrath
- Lars Richter
- Nils Rottmann
- Elmar Rückert
- Alexander Schlaefer
- Osama Shahin
- Birgit Stender
- Patrick Stüber
- Tiberiu Viulet
- Benjamin Wagner
- Christian Wilde
- Tobias Wissel
Publications by: Jannis Hagenah
2023
| , and , Landmark tracking in 4D ultrasound using generalized representation learning (2023), in: Int J CARS, 18(493-500) |
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2022
| , , and , Using Deep Neural Networks to Improve Contact Wrench Estimation of Serial Robotic Manipulators in Static Tasks (2022), in: Frontiers in Robotics and AI, 9 |
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2021
| , and , Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound, in: Proceedings of Medical Imaging with Deep Learning (MIDL) 2021, 2021 |
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| , , and , Cross Data Set Generalization of Ultrasound Image Augmentation using Representation Learning: A Case Study, in: Current Directions in Biomedical Engineering, pages 755-758, 2021 |
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| and , Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior, in: Proceedings of Medical Imaging with Deep Learning (MIDL) 2021, PMLR, pages 252--267, 2021 |
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| , , , , and , Medical Robotics for Ultrasound Imaging: Current Systems and Future Trends (2021), in: Current Robotics Reports |
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2020
| , and , Fully Data-Driven Pseudohealthy Synthesis for Planning Valve-Sparing Aortic Root Reconstruction using Conditional Variational Autoencoders (2020), in: Current Directions in Biomedical Engineering, 6:3(284 - 287) |
[DOI] [Bib|RIS] |
| , , and , Learning Local Feature Descriptions in 3D Ultrasound, in: The 20th IEEE International Conference on BioInformatics and BioEngineering, IEEE Computer Society, pages 323-330, 2020 |
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| , , , , , , , and , Localization of endovascular tools in X-ray images using a motorized C-arm: visualization on HoloLens, in: Current Directions in Biomedical Engineering, pages 20200029, De Gruyter, 2020 |
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| , , , , and , Robotized ultrasound imaging of the peripheral arteries – a phantom study, in: Current Directions in Biomedical Engineering, pages 20200033, De Gruyter, 2020 |
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2019
| , , and , Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations (2019), in: Proceedings of Machine Learning Research, 102(236--249) |
[Bib|RIS] |
| , and , Generating Healthy Aortic Root Geometries from Ultrasound Images of the Individual Pathological Morphology Using Deep Convolutional Autoencoders (2019), in: Computing in Cardiology |
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| , , , and , Head Movement Detection from Radial k-Space Lines using Convolutional Neural Networks - A Digital Phantom Study (2019), in: Annual Meeting of the International Society of Magnetic Resonance in Medicine |
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| , and , Integrating Label Uncertainty in Ultrasound Image Classification using Weighted Support Vector Machines (2019), in: Current Directions in Biomedical Engineering, 5:1(285 - 287) |
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2018
| , , , and , An SVR-based Data-driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development (2018), in: Computing in Cardiology, 45 |
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| , and , Deep transfer learning for aortic root dilation identification in 3D ultrasound images (2018), in: Current Directions in Biomedical Engineering, 4:1(71-74) |
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| , , , and , Image-based analysis of individual movement patterns of C. elegans (2018), in: International Conference on Systems Biology 2018 |
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| , , and , Learning motion artefacts in non - Cartesian magnetic resonance imaging (2018), in: Biomedical Technology/Biomedizinische Technik, 63:S1(S280) |
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| , and , Towards personalized aortic valve prostheses - A sparse representation of the individual leaflet shape (2018), in: Computing in Cardiology, 45 |
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2017
| , , and , An experimental method for evaluation of aortic leaflet shape models for personalized aortic valve prostheses development (2017), in: 10. Jahrestagung der Deutschen Gesellschaft fuer Biomechanik(114) |
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| , , and , Combining Deformation Modeling and Machine Learning for Personalized Prosthesis Size Prediction in Valve-Sparing Aortic Root Reconstruction (2017), in: Lecture Notes in Computer Science, 10263(461-470) |
[Bib|RIS] |
| , , and , Data-driven leaflet modeling for personalized aortic valve prostheses development (2017), in: Biomedical Engineering / Biomedizinische Technik, 62(403-411) |
[Bib|RIS] |
| , and , Simplified deformation models for personalization of valve-sparing aortic root reconstruction (2017), in: 10. Jahrestagung der Deutschen Gesellschaft fuer Biomechanik(120) |
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2016
| , , and , A machine learning approach for planning valve-sparing aortic root reconstruction (2016), in: Current Directions in Biomedical Engineering, Vol. 1(p. 361-365) |
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| , , and , Prediction of individual aortic root prosthesis size: Deformation modeling as an alternative to direct estimation (2016), in: Dreiländertagung BMT 2016 |
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| , , , and , Prediction of Individual Prosthesis Size for Valve-Sparing Aortic Root Reconstruction Based on Geometric Features, in: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC '16), EMBS, Orlando, FL, USA, pages 3273-3276, IEEE, 2016 |
[DOI] [Bib|RIS] |
2015
| , , and , A machine learning approach for planning valve-sparing aortic root reconstruction (2015), in: Current Directions on Biomedical Engineering, 1(361-365) |
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2014
| , , , , and , An approach for patient specific modeling of the aortic valve leaflets, in: BioMedTec Studierendentagung, 2014 |
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| , , , , and , An approach for patient specific modeling of the aortic valve leaflets, GRIN Verlag, 2014 |
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2013
| , , , , , and , A setup for ultrasound based assessment of the aortic root geometry, 2013 |
[Bib|RIS] |
| , Erstellung eines patientenindividuellen Modells der Aortenklappe, Universität zu Lübeck, 2013 |
[Bib|RIS] |