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ORCIDJannis Hagenah
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2020 – today
- 2023
[j5]Daniel Wulff
, Jannis Hagenah, Floris Ernst:
Landmark tracking in 4D ultrasound using generalized representation learning. Int. J. Comput. Assist. Radiol. Surg. 18(3): 493-500 (2023)- [j4]Ping Lu, Chenyang Wang, Jannis Hagenah, Shadi Ghiasi, VITAL Consortium, Tingting Zhu, Louise Thwaites, David A. Clifton:
Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network. IEEE Trans. Biomed. Eng. 70(4): 1340-1350 (2023) - 2022
- [j3]Jonas Osburg, Ivo Kuhlemann, Jannis Hagenah, Floris Ernst:
Using Deep Neural Networks to Improve Contact Wrench Estimation of Serial Robotic Manipulators in Static Tasks. Frontiers Robotics AI 9: 892916 (2022) - [j2]Shadi Ghiasi, Tingting Zhu, Ping Lu, Jannis Hagenah, Phan Nguyen Quoc Khanh, Nguyen Van Hao, VITAL Consortium, Louise Thwaites, David A. Clifton:
Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries. Sensors 22(10): 3866 (2022) - [j1]Ping Lu, Shadi Ghiasi, Jannis Hagenah, Ho Bich Hai, Nguyen Van Hao, Phan Nguyen Quoc Khanh, Le Dinh Van Khoa, VITAL Consortium, Louise Thwaites, David A. Clifton, Tingting Zhu:
Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing. Sensors 22(17): 6554 (2022) - [i2]Daniel Wulff, Jannis Hagenah, Floris Ernst:
Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound. CoRR abs/2201.03319 (2022) - 2021
- [c10]Jannis Hagenah, Floris Ernst:
Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior. MIDL 2021: 252-267 - 2020
- [c9]Daniel Wulff, Jannis Hagenah, Svenja Ipsen, Floris Ernst:
Learning Local Feature Descriptions in 3D Ultrasound. BIBE 2020: 323-330 - [i1]Felix von Haxthausen, Jannis Hagenah, Mark Kaschwich, Markus Kleemann, Verónica García-Vázquez, Floris Ernst:
Robotized Ultrasound Imaging of the Peripheral Arteries - a Phantom Study. CoRR abs/2007.06278 (2020)
2010 – 2019
- 2019
- [c8]Jannis Hagenah, Mattias P. Heinrich, Floris Ernst:
Abstract: Deep Transfer Learning for Aortic Root Dilation Identification in 3D Ultrasound Images. Bildverarbeitung für die Medizin 2019: 198 - [c7]Jannis Hagenah, Tizian Evers, Michael Scharfschwerdt, Achim Schweikard, Floris Ernst:
Abstract: An SVR-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development. Bildverarbeitung für die Medizin 2019: 295 - [c6]Jannis Hagenah, Mohamad Mehdi, Floris Ernst:
Generating Healthy Aortic Root Geometries From Ultrasound Images of the Individual Pathological Morphology Using Deep Convolutional Autoencoders. CinC 2019: 1-4 - [c5]Jannis Hagenah, Kenneth Kühl, Michael Scharfschwerdt, Floris Ernst:
Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations. MIDL 2019: 236-249 - 2018
- [c4]Jannis Hagenah, Tizian Evers, Michael Scharfschwerdt, Achim Schweikard, Floris Ernst:
A Support Vector Regression-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development. CinC 2018: 1-4 - [c3]Jannis Hagenah, Michael Scharfschwerdt, Floris Ernst:
Towards Personalized Aortic Valve Prostheses - A Sparse Representation of the Individual Leaflet Shape. CinC 2018: 1-4 - 2017
- [c2]Jannis Hagenah, Michael Scharfschwerdt, Achim Schweikard, Christoph Metzner:
Combining Deformation Modeling and Machine Learning for Personalized Prosthesis Size Prediction in Valve-Sparing Aortic Root Reconstruction. FIMH 2017: 461-470 - 2016
- [c1]Jannis Hagenah, Erik Werrmann, Michael Scharfschwerdt, Floris Ernst, Christoph Metzner:
Prediction of individual prosthesis size for valve-sparing aortic root reconstruction based on geometric features. EMBC 2016: 3273-3276
Coauthor Index
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