Virtual Reality Data for Predicting Mental Health Conditions

被引:1
|
作者
Chitale, Vibhav [1 ]
Playne, Daniel [1 ]
Liang, Hai-Ning [2 ]
Baghaei, Nilufar [3 ]
机构
[1] Massey Univ, Palmerston North, New Zealand
[2] Xian Jiaotong Liverpool Univ, Xian, Peoples R China
[3] Univ Queensland, Brisbane, Qld, Australia
关键词
Virtual Reality-Data-Machine Learning; Mental Health-Modelling-Prediction;
D O I
10.1109/ISMAR-Adjunct57072.2022.00011
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Mental health conditions pose a significant challenge worldwide. Recently, virtual reality (VR) has gained tremendous popularity and has emerged as a promising technological alternative for addressing a variety of mental health conditions. Virtual reality simulates real-world experiences and generates a large amount of virtual data from participants interacting within the virtual world. Harnessing this VR data is key to better understanding participant behaviour and potentially revealing behaviour correlates of mental health conditions. The discovery of such correlates can enable researchers to design and develop targeted VR scenarios or applications for predicting, monitoring, or improving the therapeutic outcomes for mental health conditions. As a result, in this paper, we propose a novel method of using virtual reality data for predicting the presence of mental health conditions.
引用
收藏
页码:6 / 8
页数:3
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