Jannis Hagenah

According to our database, Jannis Hagenah authored at least 17 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network.

Ping Lu, Chenyang Wang, Jannis Hagenah, Shadi Ghiasi, VITAL Consortium, Tingting Zhu, Louise Thwaites, David A. Clifton

IEEE Trans. Biomed. Eng., April, 2023

Landmark tracking in 4D ultrasound using generalized representation learning.

Daniel Wulff, Jannis Hagenah, Floris Ernst

Int. J. Comput. Assist. Radiol. Surg., March, 2023

2022

Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing.

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

Sensors, 2022

Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries.

Shadi Ghiasi, Tingting Zhu, Ping Lu, Jannis Hagenah, Phan Nguyen Quoc Khanh, Nguyen Van Hao, VITAL Consortium, Louise Thwaites, David A. Clifton

Sensors, 2022

Using Deep Neural Networks to Improve Contact Wrench Estimation of Serial Robotic Manipulators in Static Tasks.

Jonas Osburg, Ivo Kuhlemann, Jannis Hagenah, Floris Ernst

Frontiers Robotics AI, 2022

Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound.

Daniel Wulff, Jannis Hagenah, Floris Ernst

CoRR, 2022

2021

Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior.

Jannis Hagenah, Floris Ernst

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

2020

Robotized Ultrasound Imaging of the Peripheral Arteries - a Phantom Study.

Felix von Haxthausen, Jannis Hagenah, Mark Kaschwich, Markus Kleemann, Verónica García-Vázquez, Floris Ernst

CoRR, 2020

Learning Local Feature Descriptions in 3D Ultrasound.

Daniel Wulff, Jannis Hagenah, Svenja Ipsen, Floris Ernst

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations.

Jannis Hagenah, Kenneth Kühl, Michael Scharfschwerdt, Floris Ernst

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Generating Healthy Aortic Root Geometries From Ultrasound Images of the Individual Pathological Morphology Using Deep Convolutional Autoencoders.

Jannis Hagenah, Mohamad Mehdi, Floris Ernst

Proceedings of the 46th Computing in Cardiology, 2019

Abstract: Deep Transfer Learning for Aortic Root Dilation Identification in 3D Ultrasound Images.

Jannis Hagenah, Mattias P. Heinrich, Floris Ernst

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

Abstract: An SVR-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development.

Jannis Hagenah, Tizian Evers, Michael Scharfschwerdt, Achim Schweikard, Floris Ernst

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Towards Personalized Aortic Valve Prostheses - A Sparse Representation of the Individual Leaflet Shape.

Jannis Hagenah, Michael Scharfschwerdt, Floris Ernst

Proceedings of the Computing in Cardiology, 2018

A Support Vector Regression-Based Data-Driven Leaflet Modeling Approach for Personalized Aortic Valve Prosthesis Development.

Jannis Hagenah, Tizian Evers, Michael Scharfschwerdt, Achim Schweikard, Floris Ernst

Proceedings of the Computing in Cardiology, 2018

2017

Combining Deformation Modeling and Machine Learning for Personalized Prosthesis Size Prediction in Valve-Sparing Aortic Root Reconstruction.

Jannis Hagenah, Michael Scharfschwerdt, Achim Schweikard, Christoph Metzner

Proceedings of the Functional Imaging and Modelling of the Heart, 2017

2016

Prediction of individual prosthesis size for valve-sparing aortic root reconstruction based on geometric features.

Jannis Hagenah, Erik Werrmann, Michael Scharfschwerdt, Floris Ernst, Christoph Metzner

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016