Freyja-Maria Smolle-Jüttner

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 4

Top Topics

Recurrent Neural Networks

Reservoir Computing

Robust Regression

Top Venues

Comput. Biol. Medicine

Publications

Elmar Messner, Melanie Fediuk, Paul Swatek, Stefan Scheidl, Freyja-Maria Smolle-Jüttner, Horst Olschewski, Franz Pernkopf
Multi-channel lung sound classification with convolutional recurrent neural networks. Comput. Biol. Medicine 122 (2020)
Elmar Messner, Melanie Fediuk, Paul Swatek, Stefan Scheidl, Freyja-Maria Smolle-Jüttner, Horst Olschewski, Franz Pernkopf
Crackle and Breathing Phase Detection in Lung Sounds with Deep Bidirectional Gated Recurrent Neural Networks. EMBC (2018)
Elmar Messner, Martin Hagmüller, Paul Swatek, Freyja-Maria Smolle-Jüttner, Franz Pernkopf
Impact of Airflow Rate on Amplitude and Regional Distribution of Normal Lung Sounds. BIOSIGNALS (2017)
Elmar Messner, Martin Hagmüller, Paul Swatek, Freyja-Maria Smolle-Jüttner, Franz Pernkopf
Respiratory airflow estimation from lung sounds based on regression. ICASSP (2017)