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A knowledge-based approach to automatic detection of equipment alarm sounds in a neonatal intensive care unit environment

Autor
Raboshchuk, G.; Nadeu, C.; Jancovic, P.; Peiro, A.; Kokuer, M.; Muñoz, B.; Riverola , A.
Tipus d'activitat
Article en revista
Revista
IEEE Journal of Translational Engineering in Health and Medicine
Data de publicació
2017-12-21
DOI
https://doi.org/10.1109/JTEHM.2017.2781224 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/112805 Obrir en finestra nova
URL
http://ieeexplore.ieee.org/document/8234562/ Obrir en finestra nova
Resum
A large number of alarm sounds triggered by biomedical equipment occur frequently in the noisy environment of a neonatal intensive care unit (NICU) and play a key role in providing healthcare. In this paper, our work on the development of an automatic system for detection of acoustic alarms in that difficult environment is presented. Such automatic detection system is needed for the investigation of how a preterm infant reacts to auditory stimuli of the NICU environment and for an improved real-...
Citació
Raboshchuk, G., Nadeu, C., Jancovic, P., Peiro, A., Kokuer, M., Muñoz, B., Riverola , A. A knowledge-based approach to automatic detection of equipment alarm sounds in a neonatal intensive care unit environment. "IEEE Journal of Translational Engineering in Health and Medicine", 21 Desembre 2017.
Paraules clau
Acoustic event detection, Acoustics, Alarm detection, Biomedical equipment, Detectors, Feature extraction, Monitoring, Neonatal intensive Care unit, Neural networks, Non-negative matrix factorization, Pediatrics, Sinusoid detection, Time-frequency analysis
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
TALP - Centre de Tecnologies i Aplicacions del Llenguatge i la Parla
VEU - Grup de Tractament de la Parla

Participants

  • Raboshchuk, Ganna  (autor)
  • Nadeu Camprubí, Climent  (autor)
  • Jancovic, Peter  (autor)
  • Peiro Lilja, Alexandre Cristian  (autor)
  • Kokuer, Munevver  (autor)
  • Muñoz Mahamud, Blanca  (autor)
  • Riverola de Veciana, Ana  (autor)

Arxius