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 (EMBC, 2016)

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 (FIMH, 2017)

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 (CinC, 2018)

Towards Personalized Aortic Valve Prostheses - A Sparse Representation of the Individual Leaflet Shape. - Jannis Hagenah; Michael Scharfschwerdt; Floris Ernst (CinC, 2018)

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 (Bildverarbeitung für die Medizin, 2019)

Abstract: Deep Transfer Learning for Aortic Root Dilation Identification in 3D Ultrasound Images. - Jannis Hagenah; Mattias P. Heinrich; Floris Ernst (Bildverarbeitung für die Medizin, 2019)

Generating Healthy Aortic Root Geometries From Ultrasound Images of the Individual Pathological Morphology Using Deep Convolutional Autoencoders. - Jannis Hagenah; Mohamad Mehdi; Floris Ernst (CinC, 2019)

Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations. - Jannis Hagenah; Kenneth Kühl; Michael Scharfschwerdt; Floris Ernst (MIDL, 2019)

Learning Local Feature Descriptions in 3D Ultrasound. - Daniel Wulff; Jannis Hagenah; Svenja Ipsen; Floris Ernst (BIBE, 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)

Discrete Pseudohealthy Synthesis: Aortic Root Shape Typification and Type Classification with Pathological Prior. - Jannis Hagenah; Floris Ernst (MIDL, 2021)

Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound. - Daniel Wulff; Jannis Hagenah; Floris Ernst (CoRR, 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)

Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries. - Shadi Ghiasi; Tingting Zhu 001; Ping Lu 003; Jannis Hagenah; Phan Nguyen Quoc Khanh; Nguyen Van Hao; VITAL Consortium; Louise Thwaites; David A. Clifton (Sensors, 2022)

Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing. - Ping Lu 003; 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 001 (Sensors, 2022)

Landmark tracking in 4D ultrasound using generalized representation learning. - Daniel Wulff; Jannis Hagenah; Floris Ernst (Int. J. Comput. Assist. Radiol. Surg., 2023)

Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network. - Ping Lu 003; Chenyang Wang; Jannis Hagenah; Shadi Ghiasi; VITAL Consortium; Tingting Zhu 001; Louise Thwaites; David A. Clifton (IEEE Trans. Biomed. Eng., 2023)