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)

An Ensemble LSTM Architecture for Clinical Sepsis Detection. - Sven Schellenberger; Kilin Shi; Jan Philipp Wiedemann; Fabian Lurz; Robert Weigel; Alexander Koelpin (CinC, 2019)

Respiration Extraction from Radar Heart Sound Measurements. - Sven Schellenberger; Kilin Shi; Fabian Michler; Fabian Lurz; Robert Weigel; Alexander Koelpin (EMBC, 2019)

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)

Pulse Wave Velocity Detection Using a 24 GHz Six-Port Based Doppler Radar. - Fabian Michler; Kilin Shi; Sven Schellenberger; Benedict Scheiner; Fabian Lurz; Robert Weigel; Alexander Koelpin (RWS, 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)

On the Impact of System Nonlinearities in Continuous-Wave Radar Systems for Vital Parameter Sensing. - Fabian Michler; Kilin Shi; Sven Schellenberger; Benedict Scheiner; Fabian Lurz; Robert Weigel; Alexander Koelpin (WiSNet, 2020)

Continuous In-Bed Monitoring of Vital Signs Using a Multi Radar Setup for Freely Moving Patients. - Sven Schellenberger; Kilin Shi; Fabian Michler; Fabian Lurz; Robert Weigel; Alexander Koelpin (Sensors, 2020)

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)