Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models

Carmina Coronel; Christoph Wiesmeyr; Heinrich Garn; Bernhard Kohn; Anahid Naghibzadeh-Jalali; Alexander Schindler; Markus Wimmer; Magdalena Mandl; Martin Glos; Thomas Penzel; Gerhard Klösch; Andrijana Stefanic-Kejik; Marion Böck; Eugenijus Kaniusas; Stefan Seidel

Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models

Carmina Coronel (Speaker)
, Christoph Wiesmeyr
, Heinrich Garn
, Bernhard Kohn
, Anahid Naghibzadeh-Jalali
, Alexander Schindler
, Markus Wimmer
, Magdalena Mandl
, Martin Glos
, Thomas Penzel
, Gerhard Klösch
, Andrijana Stefanic-Kejik
, Marion Böck
, Eugenijus Kaniusas
, Stefan Seidel

Data Science & Artifical Intelligence

Johannes Kepler University Linz
Advanced Sleep Research GmbH (ASR)
Medical University of Vienna
TU Wien

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

Original language	English
Title of host publication	2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
Publication status	Published - 2020
Event	Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2020 Asia-Pacific - Duration: 7 Dec 2020 → 10 Dec 2020

Conference

Conference	Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2020 Asia-Pacific
Period	7/12/20 → 10/12/20

Research Field

Former Research Field - New Sensor Technologies

Cite this

Coronel, C., Wiesmeyr, C., Garn, H., Kohn, B., Naghibzadeh-Jalali, A., Schindler, A., Wimmer, M., Mandl, M., Glos, M., Penzel, T., Klösch, G., Stefanic-Kejik, A., Böck, M., Kaniusas, E., & Seidel, S. (2020). Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models. In 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)

@inproceedings{c3f5f362d4d24a3a8258d9a4d0f95e53,

title = "Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models",

author = "Carmina Coronel and Christoph Wiesmeyr and Heinrich Garn and Bernhard Kohn and Anahid Naghibzadeh-Jalali and Alexander Schindler and Markus Wimmer and Magdalena Mandl and Martin Glos and Thomas Penzel and Gerhard Kl{\"o}sch and Andrijana Stefanic-Kejik and Marion B{\"o}ck and Eugenijus Kaniusas and Stefan Seidel",

year = "2020",

language = "English",

isbn = "978-988-14768-8-3",

booktitle = "2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)",

note = "Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2020 Asia-Pacific ; Conference date: 07-12-2020 Through 10-12-2020",

}

Coronel, C, Wiesmeyr, C, Garn, H, Kohn, B , Naghibzadeh-Jalali, A , Schindler, A, Wimmer, M, Mandl, M, Glos, M, Penzel, T, Klösch, G, Stefanic-Kejik, A, Böck, M, Kaniusas, E & Seidel, S 2020, Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models. in 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2020 Asia-Pacific, 7/12/20.

Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models. / Coronel, Carmina (Speaker); Wiesmeyr, Christoph; Garn, Heinrich et al.
2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 2020.

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

TY - GEN

T1 - Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models

AU - Wiesmeyr, Christoph

AU - Garn, Heinrich

AU - Kohn, Bernhard

AU - Naghibzadeh-Jalali, Anahid

AU - Schindler, Alexander

AU - Wimmer, Markus

AU - Mandl, Magdalena

AU - Glos, Martin

AU - Penzel, Thomas

AU - Klösch, Gerhard

AU - Stefanic-Kejik, Andrijana

AU - Böck, Marion

AU - Kaniusas, Eugenijus

AU - Seidel, Stefan

A2 - Coronel, Carmina

PY - 2020

Y1 - 2020

M3 - Conference Proceedings with Oral Presentation

SN - 978-988-14768-8-3

BT - 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)

T2 - Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2020 Asia-Pacific

Y2 - 7 December 2020 through 10 December 2020

ER -