Christoph Ostgathe

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Association Rule Mining Algorithm

Ensemble Classification

Top Venues

Frontiers Digit. Health

IEEE Trans. Biomed. Eng.

Publications

Johanna Bräunig, Desar Mejdani, Daniel Krauss, Stefan Grießhammer, Robert Richer, Christian Schuessler, Julia Beatriz Yip, Tobias Steigleder, Christoph Ostgathe, Bjoern M. Eskofier, Martin Vossiek
Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning. BHI (2023)
Hui Lu, Julia Beatriz Yip, Tobias Steigleder, Stefan Grießhammer, Maria Heckel, Naga Venkata Sai Jitin Jami, Bjoern Eskofier, Christoph Ostgathe, Alexander Koelpin
A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings. CinC (2022)
Oliver Haas, Luis Ignacio Lopera Gonzalez, Sonja Hofmann, Christoph Ostgathe, Andreas Maier, Eva Rothgang, Oliver Amft, Tobias Steigleder
Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining. Frontiers Digit. Health 3 (2021)
Mostafa Kamal Mallick, Sarah Biser, Aathira Haridas, Vaishnavi Umesh, Olaf Tönsing, Imrana Abdullahi Yari, Malte Ollenschläger, Maria Heckel, Christoph Ostgathe, Felix Kluge, Björn M. Eskofier, Tobias Steigleder
Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study. Frontiers Digit. Health 3 (2021)
Kilin Shi, Sven Schellenberger, Fabian Michler, Tobias Steigleder, Anke Malessa, Fabian Lurz, Christoph Ostgathe, Robert Weigel, Alexander Koelpin
Automatic Signal Quality Index Determination of Radar-Recorded Heart Sound Signals Using Ensemble Classification. IEEE Trans. Biomed. Eng. 67 (3) (2020)
Fabian Michler, Kilin Shi, Sven Schellenberger, Tobias Steigleder, Anke Malessa, Laura Hameyer, Nina Neumann, Fabian Lurz, Christoph Ostgathe, Robert Weigel, Alexander Koelpin
A Clinically Evaluated Interferometric Continuous-Wave Radar System for the Contactless Measurement of Human Vital Parameters. Sensors 19 (11) (2019)
Kilin Shi, Sven Schellenberger, Leon Weber, Jan Philipp Wiedemann, Fabian Michler, Tobias Steigleder, Anke Malessa, Fabian Lurz, Christoph Ostgathe, Robert Weigel, Alexander Koelpin
Segmentation of Radar-Recorded Heart Sound Signals Using Bidirectional LSTM Networks. EMBC (2019)
Kilin Shi, Christoph Will, Tobias Steigleder, Fabian Michler, Robert Weigel, Christoph Ostgathe, Alexander Koelpin
A contactless system for continuous vital sign monitoring in palliative and intensive care. SysCon (2018)