Elmar Messner

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 9

Top Topics

Event Detection

Recurrent Neural Networks

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)
Johanna Rock, Máté Tóth, Elmar Messner, Paul Meissner, Franz Pernkopf
Complex Signal Denoising and Interference Mitigation for Automotive Radar Using Convolutional Neural Networks. FUSION (2019)
Johanna Rock, Máté Tóth, Elmar Messner, Paul Meissner, Franz Pernkopf
Complex Signal Denoising and Interference Mitigation for Automotive Radar Using Convolutional Neural Networks. CoRR (2019)
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, Matthias Zöhrer, Franz Pernkopf
Heart Sound Segmentation - An Event Detection Approach Using Deep Recurrent Neural Networks. IEEE Trans. Biomed. Eng. 65 (9) (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)
Elmar Messner, Martin Hagmüller, Paul Swatek, Franz Pernkopf
A Robust Multichannel Lung Sound Recording Device. BIODEVICES (2016)
Elmar Messner, Hannes Pessentheiner, Juan Andres Morales-Cordovilla, Martin Hagmüller
Adaptive differential microphone arrays used as a front-end for an automatic speech recognition system. ICASSP (2015)