Elmar Messner
I was born in San Candido, Italy, in 1988. I have finished my master studies in Electrical Engineering and Audio Engineering in 2013 (with distinction). I joined the SPSC Lab in May 2014 as a research assistent of the Intelligent Systems Group, where I am currently pursuing my PhD thesis in the field of lung sound research.
Student Projects
Publications
- Patent Rock J., Messner E. & Pernkopf F. (2024) FMCW Radar with Interference Signal Supression using Artificial Neural Network.. [more info]
- Patent Rock J., Messner E. & Pernkopf F. (2024) FMCW Radar with Interference Signal Supression using Artificial Neural Network.. [more info]
- Patent Meissner P., Toth M., Rock J., Pernkopf F. & Messner E. (2020) FMCW RADAR MIT STÖRSIGNALUNTERDRÜCKUNG MITTELS KÜNSTLICHEM NEURONALEN NETZ.. [more info]
- Journal article Messner E., Fediuk M., Swatek P., Scheidl S., Smolle-Jüttner M., Olschewski H. & Pernkopf F. (2020) Multi-channel Lung Sound Classification with Convolutional Recurrent Neural Networks. in Computers in Biology and Medicine, 122. [more info] [doi]
- Conference paper Rock J., Toth M., Messner E., Meissner P. & Pernkopf F. (2019) Complex Signal Denoising for Automotive Radar using Convolutional Neural Networks.. [more info]
- Journal article Messner E., Zöhrer M. & Pernkopf F. (2018) Heart Sound Segmentation - An Event Detection Approach using Deep Recurrent Neural Networks. in IEEE Transactions on Biomedical Engineering , 65(9), p. 1964-1974. [more info] [doi]
- Conference paper Messner E., Fediuk M., Swatek P., Scheidl S., Smolle-Juttner F., Olschewski H. & Pernkopf F. (2018) Crackle and Breathing Phase Detection in Lung Sounds with Deep Bidirectional Gated Recurrent Neural Networks. in 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp. 356-359). [more info] [doi]
- Conference paper Messner E., Hagmüller M. & Pernkopf F. (2017) Impact of Airflow Rate on Amplitude and Regional Distribution of Normal Lung Sounds.. [more info]
- Conference paper Messner E., Hagmüller M., Swatek P., Smolle-Juttner F. & Pernkopf F. (2017) Respiratory airflow estimation from lung sounds based on regression. in 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (pp. 1123-1127). [more info] [doi]
- Conference paper Messner E., Hagmüller M., Swatek P. & Pernkopf F. (2016) A Robust multichannel lung sound recording device. in 9th International Conference on Biomedical Electronics and Devices, BIODEVICES 2016 - Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016 (pp. 34-39). [more info]
- Conference paper Messner E., Pessentheiner H., Cordovilla J. & Hagmüller M. (2015) Adaptive Differential Microphone Arrays used as a Front-End for an Automatic Speech Recognition System. in 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (pp. 2689-2693). [more info]