Detecting Respiratory Effort-Related Arousals in Polysomnographic Data Using LSTM Networks. - Sven Schellenberger; Kilin Shi; Melanie Mai; Jan Philipp Wiedemann; Tobias Steigleder; Björn M. Eskofier; Robert Weigel; Alexander Koelpin (CinC, 2018)

A contactless system for continuous vital sign monitoring in palliative and intensive care. - Kilin Shi; Christoph Will; Tobias Steigleder; Fabian Michler; Robert Weigel; Christoph Ostgathe; Alexander Koelpin (SysCon, 2018)

Segmentation of Radar-Recorded Heart Sound Signals Using Bidirectional LSTM Networks. - Kilin Shi; Sven Schellenberger; Leon Weber; Jan Philipp Wiedemann; Fabian Michler; Tobias Steigleder; Anke Malessa; Fabian Lurz; Christoph Ostgathe; Robert Weigel; Alexander Koelpin (EMBC, 2019)

A Clinically Evaluated Interferometric Continuous-Wave Radar System for the Contactless Measurement of Human Vital Parameters. - Fabian Michler; Kilin Shi; Sven Schellenberger; Tobias Steigleder; Anke Malessa; Laura Hameyer; Nina Neumann; Fabian Lurz; Christoph Ostgathe; Robert Weigel; Alexander Koelpin (Sensors, 2019)

Automatic Signal Quality Index Determination of Radar-Recorded Heart Sound Signals Using Ensemble Classification. - Kilin Shi; Sven Schellenberger; Fabian Michler; Tobias Steigleder; Anke Malessa; Fabian Lurz; Christoph Ostgathe; Robert Weigel; Alexander Koelpin (IEEE Trans. Biomed. Eng., 2020)

Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining. - Oliver Haas; Luis Ignacio Lopera Gonzalez; Sonja Hofmann; Christoph Ostgathe; Andreas Maier 001; Eva Rothgang; Oliver Amft; Tobias Steigleder (Frontiers Digit. Health, 2021)

Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study. - Mostafa Kamal Mallick; Sarah Biser; Aathira Haridas; Vaishnavi Umesh; Olaf Tönsing; Imrana Abdullahi Yari; Malte Ollenschläger; Maria Heckel; Christoph Ostgathe; Felix Kluge 001; Björn M. Eskofier; Tobias Steigleder (Frontiers Digit. Health, 2021)

A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings. - Hui Lu; Julia Beatriz Yip; Tobias Steigleder; Stefan Grießhammer; Maria Heckel; Naga Venkata Sai Jitin Jami; Bjoern M. Eskofier; Christoph Ostgathe; Alexander Koelpin (CinC, 2022)

Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning. - Johanna Bräunig; Desar Mejdani; Daniel Krauss; Stefan Grießhammer; Robert Richer; Christian Schuessler; Julia Beatriz Yip; Tobias Steigleder; Christoph Ostgathe; Bjoern M. Eskofier; Martin Vossiek (BHI, 2023)

Designing knowledge-driven digitalization: novel recommendations for digitally supported multi-professional collaboration. - Oliver Meindl; Sarah Peuten; Xena Striebel; Henner Gimpel; Christoph Ostgathe; Werner Schneider; Tobias Steigleder (Frontiers Digit. Health, 2025)