Electrodermal activity asymmetry in sleep : a case study for migraine detection

Mönttinen, Henna; Koskimäki, Heli; Siirtola, Pekka; Röning, Juha (2017-06-13)
 
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https://doi.org/10.1007/978-981-10-5122-7_209

Mönttinen, Henna
Koskimäki, Heli
Siirtola, Pekka
Röning, Juha
Springer Nature
13.06.2017

Mönttinen H., Koskimäki H., Siirtola P., Röning J. (2018) Electrodermal activity asymmetry in sleep - a case study for migraine detection. In: Eskola H., Väisänen O., Viik J., Hyttinen J. (eds) EMBEC & NBC 2017. EMBEC 2017, NBC 2017. IFMBE Proceedings, vol 65. Springer, Singapore. doiI: 10.1007/978-981-10-5122-7_209

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© Springer Nature Singapore Pte Ltd. 2018. This is a post-peer-review, pre-copyedit version of an article published in EMBEC & NBC 2017. Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC), Tampere, Finland, June 2017. The final authenticated version is available online at: http://dx.doi.org/10.1007/978-981-10-5122-7_209.
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doi:https://doi.org/10.1007/978-981-10-5122-7_209
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https://urn.fi/URN:NBN:fi-fe2019041212196
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Abstract

Migraine is a poorly understood disease and it is estimated that 15% of people in Europe alone are affected by it. In this study skin electrodermal activity (EDA) signals of left and right wrists were collected from a migraine patient to see if the asymmetry associated with EDA signals will affect to migraine detection based on wearable sensors. In the study, nighttime EDA storm epochs were detected and visual inspection on total time of EDA storm epochs and timing of EDA storms between wrists were done. Also filtered EDA signals of nights that preceded migraine attacks were visually checked. According to the results, EDA measurements from one wrist are enough to detect changes before a migraine attack because the EDA asymmetry measured between wrists might play not a significant role in migraine prediction.

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