Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors

Einari Vaaras; Manu Airaksinen; Sampsa Vanhatalo; Okko Räsänen

doi:10.1109/EMBC40787.2023.10340118

Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors

Einari Vaaras, Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen

Tietotekniikka

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

7 Lataukset (Pure)

Alkuperäiskieli	Englanti
Otsikko	2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Alaotsikko	Proceedings
Kustantaja	IEEE
Sivut	1-6
ISBN (elektroninen)	979-8-3503-2447-1
DOI - pysyväislinkit	https://doi.org/10.1109/EMBC40787.2023.10340118
Tila	Julkaistu - elok. 2023
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Sydney, Austraalia Kesto: 24 heinäk. 2023 → 27 heinäk. 2023

Julkaisusarja

Nimi	Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Kustantaja	IEEE
ISSN (elektroninen)	2694-0604

Conference

Conference	Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
Maa/Alue	Austraalia
Kaupunki	Sydney
Ajanjakso	24/07/23 → 27/07/23

Julkaisufoorumi-taso

Jufo-taso 1

Pääsy asiakirjaan

10.1109/EMBC40787.2023.10340118Lisenssi: CC BY

Evaluation_of_self-supervised_pre-training_for_automatic_infant_movement_classification_using_wearable_movement_sensorsFinal published version, 906 KBLisenssi: CC BY

https://urn.fi/URN:NBN:fi:tuni-202401151461Lisenssi: CC BY

Siteeraa tätä

Vaaras, E., Airaksinen, M., Vanhatalo, S., & Räsänen, O. (2023). Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. teoksessa 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): Proceedings (Sivut 1-6). (Annual International Conference of the IEEE Engineering in Medicine and Biology Society). IEEE. https://doi.org/10.1109/EMBC40787.2023.10340118

Vaaras, Einari ; Airaksinen, Manu ; Vanhatalo, Sampsa et al. / Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): Proceedings. IEEE, 2023. Sivut 1-6 (Annual International Conference of the IEEE Engineering in Medicine and Biology Society).

@inproceedings{ea96336492064dd28bf35d9997de4d6d,

title = "Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors",

author = "Einari Vaaras and Manu Airaksinen and Sampsa Vanhatalo and Okko R{\"a}s{\"a}nen",

year = "2023",

month = aug,

doi = "10.1109/EMBC40787.2023.10340118",

language = "English",

series = "Annual International Conference of the IEEE Engineering in Medicine and Biology Society",

publisher = "IEEE",

pages = "1--6",

booktitle = "2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)",

note = "Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) ; Conference date: 24-07-2023 Through 27-07-2023",

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Vaaras, E, Airaksinen, M, Vanhatalo, S & Räsänen, O 2023, Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. julkaisussa 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, Sivut 1-6, Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Sydney, Austraalia, 24/07/23. https://doi.org/10.1109/EMBC40787.2023.10340118

Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. / Vaaras, Einari; Airaksinen, Manu; Vanhatalo, Sampsa et al.
2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): Proceedings. IEEE, 2023. s. 1-6 (Annual International Conference of the IEEE Engineering in Medicine and Biology Society).

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

TY - GEN

T1 - Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors

AU - Vaaras, Einari

AU - Airaksinen, Manu

AU - Vanhatalo, Sampsa

AU - Räsänen, Okko

PY - 2023/8

Y1 - 2023/8

U2 - 10.1109/EMBC40787.2023.10340118

DO - 10.1109/EMBC40787.2023.10340118

M3 - Conference contribution

T3 - Annual International Conference of the IEEE Engineering in Medicine and Biology Society

SP - 1

EP - 6

BT - 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

PB - IEEE

T2 - Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Y2 - 24 July 2023 through 27 July 2023

ER -

Vaaras E, Airaksinen M, Vanhatalo S, Räsänen O. Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. julkaisussa 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): Proceedings. IEEE. 2023. s. 1-6. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society). doi: 10.1109/EMBC40787.2023.10340118