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

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 -