Title :
Activity and emotion recognition to support early diagnosis of psychiatric diseases
Author :
Tacconi, David ; Mayora, Oscar ; Lukowicz, Paul ; Arnrich, Bert ; Setz, Cornelia ; Troster, Gerhard ; Haring, Christian
Author_Institution :
CREATE-NET Res. Center, Trento
fDate :
Jan. 30 2008-Feb. 1 2008
Abstract :
Diagnosis of psychiatric diseases is currently accomplished with questionnaires filled in by the subjects, usually together with a specialist. Such questionnaires are often based on standard, formal scales, where questions range from the ability to cope with household activities, through social interactions, agitation, level of activity, to quality of sleep. In this paper, we propose a context aware framework to support semi-automation of the diagnosis of such diseases, leveraging on authors experience in the fields of activity and emotion recognition. We also introduce a brief description of the main components defining the architecture of the proposed platform and preliminary work on emotion estimation.
Keywords :
diseases; emotion recognition; health care; medical diagnostic computing; mobile computing; patient diagnosis; psychology; wearable computers; context aware framework; emotion estimation; emotion recognition; mobile devices; psychiatric diseases early diagnosis; wearable computing; Computer architecture; Context awareness; Dementia; Diseases; Emotion recognition; Hospitals; Pervasive computing; Psychiatry; Psychology; Sleep; ambient intelligence; mobile devices; psychiatric questionnaires; wearable computing;
Conference_Titel :
Pervasive Computing Technologies for Healthcare, 2008. PervasiveHealth 2008. Second International Conference on
Conference_Location :
Tampere
Print_ISBN :
978-963-9799-15-8
DOI :
10.1109/PCTHEALTH.2008.4571041