Medical robotics for ultrasound imaging: current systems and future trends F von Haxthausen, S Böttger, D Wulff, J Hagenah, V García-Vázquez, ... Current Robotics Reports 2 (1), 55-71, 2021 | 13 | 2021 |
A setup for ultrasound based assessment of the aortic root geometry J Hagenah, M Scharfschwerdt, B Stender, S Ott, R Friedl, HH Sievers, ... Biomedical Engineering/Biomedizinische Technik 58 (SI-1-Track-O …, 2013 | 12 | 2013 |
Prediction of individual prosthesis size for valve-sparing aortic root reconstruction based on geometric features J Hagenah, E Werrmann, M Scharfschwerdt, F Ernst, C Metzner 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 8 | 2016 |
Robotized ultrasound imaging of the peripheral arteries–a phantom study F von Haxthausen, J Hagenah, M Kaschwich, M Kleemann, ... Current Directions in Biomedical Engineering 6 (1), 2020 | 3 | 2020 |
Generating Healthy Aortic Root Geometries From Ultrasound Images of the Individual Pathological Morphology Using Deep Convolutional Autoencoders J Hagenah, M Mehdi, F Ernst 2019 Computing in Cardiology (CinC), Page 1-Page 4, 2019 | 3 | 2019 |
Integrating label uncertainty in ultrasound image classification using weighted support vector machines J Hagenah, S Leymann, F Ernst Current Directions in Biomedical Engineering 5 (1), 285-287, 2019 | 3 | 2019 |
An approach for patient specific modeling of the aortic valve leaflets J Hagenah, M Scharfschwerdt, C Metzner, A Schlaefer, HH Sievers, ... Biomedizinische Technik (BMT 2014), 2014 | 3 | 2014 |
Learning local feature descriptions in 3D ultrasound D Wulff, J Hagenah, S Ipsen, F Ernst 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 2 | 2020 |
Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations J Hagenah, K Kühl, M Scharfschwerdt, F Ernst International Conference on Medical Imaging with Deep Learning--Full Paper Track, 2018 | 2 | 2018 |
Deep transfer learning for aortic root dilation identification in 3D ultrasound images J Hagenah, M Heinrich, F Ernst Current Directions in Biomedical Engineering 4 (1), 71-74, 2018 | 2 | 2018 |
An SVR-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development. J Hagenah, T Evers, M Scharfschwerdt, A Schweikard, F Ernst Bildverarbeitung für die Medizin, 295, 2019 | 1 | 2019 |
An Support Vector Regression-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development J Hagenah, T Evers, M Scharfschwerdt, A Schweikard, F Ernst 2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018 | 1 | 2018 |
Towards personalised aortic valve prostheses: A compact description of the individual valve geometry J Hagenah, M Scharfschwerdt, F Ernst 2018 Computing in Cardiology Conference (CinC) 45, 1-4, 2018 | 1 | 2018 |
Combining deformation modeling and machine learning for personalized prosthesis size prediction in valve-sparing aortic root reconstruction J Hagenah, M Scharfschwerdt, A Schweikard, C Metzner International Conference on Functional Imaging and Modeling of the Heart …, 2017 | 1 | 2017 |
A machine learning approach for planning valve-sparing aortic root reconstruction J Hagenah, M Scharfschwerdt, A Schlaefer, C Metzner Current Directions in Biomedical Engineering 1 (1), 361-365, 2015 | 1 | 2015 |
Aortic Valve Leaflet Shape Synthesis With Geometric Prior From Surrounding Tissue J Hagenah, M Scharfschwerdt, F Ernst Frontiers in Cardiovascular Medicine 9 (772222), 2022 | | 2022 |
Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound D Wulff, J Hagenah, F Ernst arXiv preprint arXiv:2201.03319, 2022 | | 2022 |
Using Deep Neural Networks to Improve Contact Wrench Estimation of Serial Robotic Manipulators in Static Tasks J Osburg, I Kuhlemann, J Hagenah, F Ernst Frontiers in Robotics and AI, 114, 2022 | | 2022 |
Cross Data Set Generalization of Ultrasound Image Augmentation using Representation Learning: A Case Study D Wulff, M Mehdi, F Ernst, J Hagenah Current Directions in Biomedical Engineering 7 (2), 755-758, 2021 | | 2021 |
Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior J Hagenah, F Ernst Medical Imaging with Deep Learning, 252-267, 2021 | | 2021 |