中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Pain recognition and pain empathy from a human-centered AI perspective

文献类型:期刊论文

作者Cao, Siqi1,2; Fu, Di3; Yang, Xu4; Wermter, Stefan5; Liu, Xun1,2; Wu, Haiyan6,7
刊名ISCIENCE
出版日期2024-08-16
卷号27期号:8页码:12
通讯作者邮箱liux@psych.ac.cn (x.l.) ; haiyanwu@um.edu.mo (h.w.)
DOI10.1016/j.isci.2024.110570
产权排序1
文献子类综述
英文摘要

Sensory and emotional experiences are essential for mental and physical well-being, especially within the realm of psychiatry. This article highlights recent advances in cognitive neuroscience, emphasizing the significance of pain recognition and empathic artificial intelligence (AI) in healthcare. We provide an overview of the recent development process in computational pain recognition and cognitive neuroscience regarding the mechanisms of pain and empathy. Through a comprehensive discussion, the article delves into critical questions such as the methodologies for AI in recognizing pain from diverse sources of information, the necessity for AI to exhibit empathic responses, and the associated advantages and obstacles linked with the development of empathic AI. Moreover, insights into the prospects and challenges are emphasized in relation to fostering artificial empathy. By delineating potential pathways for future research, the article aims to contribute to developing effective assistants equipped with empathic capabilities, thereby introducing safe and meaningful interactions between humans and AI, particularly in the context of mental health and psychiatry.

收录类别SCI
WOS关键词EMOTION RECOGNITION ; BODY GESTURE ; SHARED PAIN ; INFORMATION ; EXPRESSION ; VOICE ; FACE ; MODALITIES ; EXPERIENCE ; ALTRUISM
资助项目National Natural Science Foundation of China[NSFC: U1736125] ; National Natural Science Foundation of China[61621136008] ; National Natural Science Foundation of China[31871142] ; German Research Foundation (DFG)[TRR 169] ; MYRG of University of Macau[MYRG2022-00188-ICI]
WOS研究方向Science & Technology - Other Topics
语种中文
WOS记录号WOS:001290415200001
出版者CELL PRESS
资助机构National Natural Science Foundation of China ; German Research Foundation (DFG) ; MYRG of University of Macau
源URL[http://ir.psych.ac.cn/handle/311026/48731]  
专题心理研究所_中国科学院行为科学重点实验室
通讯作者Liu, Xun; Wu, Haiyan
作者单位1.Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, Beijing, Peoples R China
2.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China
3.Univ Surrey, Sch Psychol, Guildford, England
4.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China
5.Univ Hamburg, Dept Informat, Hamburg, Germany
6.Univ Macau, Ctr Cognit & Brain Sci, Taipa, Macau, Peoples R China
7.Univ Macau, Dept Psychol, Taipa, Macau, Peoples R China
推荐引用方式
GB/T 7714
Cao, Siqi,Fu, Di,Yang, Xu,et al. Pain recognition and pain empathy from a human-centered AI perspective[J]. ISCIENCE,2024,27(8):12.
APA Cao, Siqi,Fu, Di,Yang, Xu,Wermter, Stefan,Liu, Xun,&Wu, Haiyan.(2024).Pain recognition and pain empathy from a human-centered AI perspective.ISCIENCE,27(8),12.
MLA Cao, Siqi,et al."Pain recognition and pain empathy from a human-centered AI perspective".ISCIENCE 27.8(2024):12.

入库方式: OAI收割

来源:心理研究所

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