Publikation
Sensor vs. Human: Comparing Sensor Based State Monitoring with Questionnaire Based Self-Assessment in Bipolar Disorder Patients
Agnes Grünerbl; Gernot Bahle; Raphaela Banzer; Stefan Öhler; Christian Haring; Paul Lukowicz
In: Proceedings of the 18th International Symposium on Wearable Computers. IEEE International Symposium on Wearable Computers (ISWC-2014), September 13-17, Seatlle, Washington, USA, ACM, 9/2014.
Zusammenfassung
We compare the performance of a smart phone based state
and state change detection system to self-assessment and
show that the automatic detection is much closer to the objective
psychiatric diagnosis. Our work is based on a large,
real life dataset collected with 9 real patients with a total of
800 days of data. It consists of smart phone sensor data, a
daily self-assessment questionnaire filled out by the patients
and is validated by standardized psychiatric scale tests.