Jannis Hagenah

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Machine Learning

Sparse Representation

Ultrasound Images

Top Venues

Bildverarbeitung für die Medizin

Publications

Daniel Wulff, Jannis Hagenah, Floris Ernst
Landmark tracking in 4D ultrasound using generalized representation learning. Int. J. Comput. Assist. Radiol. Surg. 18 (3) (2023)
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) (2023)
Daniel Wulff, Jannis Hagenah, Floris Ernst
Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound. CoRR (2022)
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) (2022)
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) (2022)
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 (2022)
Jannis Hagenah, Floris Ernst
Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior. MIDL (2021)
Daniel Wulff, Jannis Hagenah, Svenja Ipsen, Floris Ernst
Learning Local Feature Descriptions in 3D Ultrasound. BIBE (2020)
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 (2020)
Jannis Hagenah, Kenneth Kühl, Michael Scharfschwerdt, Floris Ernst
Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations. MIDL (2019)
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)
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)
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)
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)
Jannis Hagenah, Michael Scharfschwerdt, Floris Ernst
Towards Personalized Aortic Valve Prostheses - A Sparse Representation of the Individual Leaflet Shape. CinC (2018)
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)
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)