A multi-source behavioral and physiological recording system for cognitive assessment
文献类型：期刊论文
| 作者 | Wang, Zi-yang ; Liu, Li; Liu, Yu
|
| 刊名 | SCIENTIFIC REPORTS
 |
| 出版日期 | 2023-05-19 |
| 卷号 | 13期号:1页码:12 |
| ISSN号 | 2045-2322 |
| DOI | 10.1038/s41598-023-35289-z |
| 通讯作者 | Liu, Yu(Yu.liu@ia.ac.cn) |
| 英文摘要 | Cognitive assessment has a broad application prospect, including estimate of childhood neuro development and maturation, diagnosis of neurodegenerative diseases, and selection for special profession. With the development of computer technique and behavioral recording sensors, the method of cognitive assessment has been replaced from paper scale test to human-computer interaction. We can not only obtain the results of tasks, but also make it possible to acquire multiple behavioral and physiological data during the task. However, there is still a strong challenge of recording multi-source data synchronously during multi-dimensional cognitive assessments. Therefore, we built a multi-source cognitive assessment system can record multi-pattern behavioral and physiological data and feedback at different spatiotemporal levels. Under this system, we developed a multi-source diagnostic toolset for cognitive assessment, including eye tracking, hand movement, EEG and human-computer interaction data during the cognitive task. 238 participants with different mental disorders were assessed using this system. The results showed that our diagnostic toolset can be used to study the behavioral abnormalities of patients with mental disorders through the characteristics of multi-source data. Furthermore, this system can provide some objective diagnostic criteria such as behavioral characters and EEG features for diagnosis of mental disorders. |
| WOS关键词 | ATTENTION ; DIAGNOSIS ; INTELLIGENCE ; DEPRESSION ; DISORDER ; ANXIETY ; BIASES ; TASK |
| 资助项目 | National Natural Science Foundation of China[61379099] |
| WOS研究方向 | Science & Technology - Other Topics |
| 语种 | 英语 |
| 出版者 | NATURE PORTFOLIO |
| WOS记录号 | WOS:001001529400061 |
| 资助机构 | National Natural Science Foundation of China |
| 源URL | [http://ir.ia.ac.cn/handle/173211/53486]  |
| 专题 | 多模态人工智能系统全国重点实验室 |
| 通讯作者 | Liu, Yu |
| 作者单位 | Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Zi-yang,Liu, Li,Liu, Yu. A multi-source behavioral and physiological recording system for cognitive assessment[J]. SCIENTIFIC REPORTS,2023,13(1):12. |
| APA | Wang, Zi-yang,Liu, Li,&Liu, Yu.(2023).A multi-source behavioral and physiological recording system for cognitive assessment.SCIENTIFIC REPORTS,13(1),12. |
| MLA | Wang, Zi-yang,et al."A multi-source behavioral and physiological recording system for cognitive assessment".SCIENTIFIC REPORTS 13.1(2023):12. |
入库方式： OAI收割
来源：自动化研究所
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