Abstract
Heart failure is a serious disease which increases
mortality as well as hospital admission rates for affected
patients. Disease management programs supported by telehealth
solutions are cost-effective approaches for reducing all-cause
mortality and heart failure hospitalizations. A 6-minute walk
test (6MWT) app could help heart failure patients to selfmonitor
their functional capacity. We have developed such an
application capable of tracking the geolocation, guiding users
through a 6MWT and providing the walked distance after six
minutes. Besides common global navigation satellite system
(GNSS) filtering methods like a Kalman filter, we have
investigated the impact of positioning the device (tablet) and
GNSS reception on the accuracy of the test. In a field
experiment, we gathered 166 6MWT recordings with the
developed mobile application. Applying the Kalman filter
reduced the overall relative error from 35.5 % to 3.7 %. Wearing
the tablet on the body led to significantly better results than
holding it in the hand (p < .001). The average accuracy of 2.2 %
of body-worn measurements was below previously defined
thresholds for reliable results. It thus allows to define a
procedure on how to perform and integrate an accurate 6MWT
in telehealth settings for clinical decision support in heart failure
patients.
Original language | English |
---|---|
Title of host publication | 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) |
Pages | 7095-7098 |
Number of pages | 4 |
DOIs | |
Publication status | Published - 2021 |
Research Field
- Exploration of Digital Health