Uncovering the potential of smartphones for behavior monitoring during migraine follow-up

This exploratory study shows on the one hand that it is possible to monitor various human behavioral aspects using the smartphone sensors and interaction data only. On the other hand it shows that we can observe difference in human behavior between headache and non-headache periods. Our work is a step towards objectively measure the effects that migraine has on people's lives.

Authors

Institutions

Publication Details

Journal
BMC Medical Informatics and Decision Making
Published
2025-02-18
DOI
https://doi.org/10.1186/s12911-025-02916-w
Citations
3
Primary Topic
Migraine and Headache Studies
Type
article
Field-Weighted Citation Impact
4.41

Funders

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article

Uncovering the potential of smartphones for behavior monitoring during migraine follow-up

Femke Ongenae, Marija Stojchevska, Sofie Van Hoecke, Nicolas Vandenbussche et al.
3 citations
BMC Medical Informatics and Decision Making
Migraine and Headache Studies
4.41
article

Uncovering the potential of smartphones for behavior monitoring during migraine follow-up

Femke Ongenae, Marija Stojchevska, Sofie Van Hoecke, Nicolas Vandenbussche, Koen Paemeleire, Mathias De Brouwer, Jonas Van Der Donckt
article en
3 citations

Abstract

This exploratory study shows on the one hand that it is possible to monitor various human behavioral aspects using the smartphone sensors and interaction data only. On the other hand it shows that we can observe difference in human behavior between headache and non-headache periods. Our work is a step towards objectively measure the effects that migraine has on people's lives.

BMC Medical Informatics and Decision MakingVol. 25(1)
HOGENT University of Applied Sciences and Arts (BE), Ghent University Hospital (BE), Ghent University (BE)
Fonds Wetenschappelijk Onderzoek, Universitair Ziekenhuis Gent, Universiteit Gent
Reduced inequalities
Openalex Percentile: Top 7%
Migraine and Headache Studies
4.41
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