Nele Sophie Brügge

According to our database, Nele Sophie Brügge authored at least 8 papers between 2019 and 2026.

Collaborative distances:

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

2026

Image-based Quantification of Postural Deviations on Patients with Cervical Dystonia: A Machine Learning Approach Using Synthetic Training Data.

Roland Stenger, Sebastian Löns, Nele Sophie Brügge, Feline Hamami, Alexander Münchau, Theresa Paulus, Anne Weissbach, Tatiana Usnich, Max Borsche, Martje G. Pauly, Lara M. Lange, Markus A. Hobert, Rebecca Herzog, Ana Luísa de Almeida Marcelino, Tina Mainka, Friederike Schumann, Lukas L. Goede, Johanna Reimer, Julienne Haas, Jos Becktepe, Alexander Baumann, Robin Wolke, Chi Wang Ip, Thorsten Odorfer, Daniel Zeller, Lisa Harder-Rauschenberger, John-Ih Lee, Philipp Albrecht, Tristan Kölsche, Joachim K. Krauss, Johanna M. Nagel, Joachim Runge, Johanna Doll-Lee, Simone Zittel, Kai Grimm, Pawel Tacik, Andrew Lee, Tobias Bäumer, Sebastian J. F. Fudickar

CoRR, March, 2026

Revealing Eye-dentity - Foundation Models Enable Re-identification from Retinal OCT.

Marc S. Seibel, Nele Sophie Brügge, Timo Kepp, Bennet Kahrs, Jan Ehrhardt, Heinz Handels

Proceedings of the Bildverarbeitung für die Medizin 2026 - Proceedings, German Conference on Medical Image Computing, Luebeck, March 15, 2026

2025

Bag-Level Multiple Instance Learning for Acute Stress Detection from Video Data.

Nele Sophie Brügge, Alexandra I. Korda, Stefan J. Borgwardt, Christina Andreou, Giorgos A. Giannakakis, Heinz Handels

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2024

Doshisha University, Universität zu Lübeck and German Research Center for Artificial Intelligence at TRECVID 2024: QFISC Task.

Zihao Chen, Falco Lentzsch, Nele Sophie Brügge, Frédéric Li, Miho Ohsaki, Heinz Handels, Marcin Grzegorzek, Kimiaki Shirahama

Proceedings of the Thirty-Third Text REtrieval Conference, 2024

2023

Towards Privacy and Utility in Tourette TIC Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects.

Nele Sophie Brügge, Esfandiar Mohammadi, Alexander Münchau, Tobias Bäumer, Christian Frings, Christian Beste, Veit Rößner, Heinz Handels

Proceedings of the IEEE International Conference on Acoustics, 2023

Extended Head Pose Estimation on Synthesized Avatars for Determining the Severity of Cervical Dystonia.

Roland Stenger, Sebastian Löns, Feline Hamami, Nele Sophie Brügge, Tobias Bäumer, Sebastian J. F. Fudickar

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants.

Nele Sophie Brügge, Jan Graßhoff, Arne Weigenand, Philipp Rostalski

Proceedings of the IEEE International Conference on Acoustics, 2022

2019

Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data.

Philipp Koch, Nele Sophie Brügge, Huy Phan, Marco Maaß, Alfred Mertins

Proceedings of the IEEE International Conference on Acoustics, 2019