Simple action for depression detection: using kinect-recorded human kinematic skeletal data

BMC Psychiatry

Table 3 Methods for depression detection

Classifier	Accuracy	Dataset description	Samples	Assessment
Alghowinem [43]	71.20%	Head pose and movement	80	Question
Zhao Nan [44]	64.00%	Gait data	179	PHQ-9
Wang Tao [30]	93.75%	Gait data	95	PHQ-9
Chunke Jing [45]	73.00%	Gait data	88	PHQ-9
Ours	76.92%	Body simple action	128	HDRS-24

ISSN: 1471-244X