Painful Issues in Pain Prediction | |
Hu, Li1,2,3,4; Iannetti, Gian Domenico2 | |
摘要 | How perception of pain emerges from neural activity is largely unknown. Identifying a neural 'pain signature' and deriving a way to predict perceived pain from brain activity would have enormous basic and clinical implications. Researchers are increasingly turning to functional brain imaging, often applying machine-learning algorithms to infer that pain perception occurred. Yet, such sophisticated analyses are fraught with interpretive difficulties. Here, we highlight some common and troublesome problems in the literature, and suggest methods to ensure researchers draw accurate conclusions from their results. Since functional brain imaging is increasingly finding practical applications with real-world consequences, it is critical to interpret brain scans accurately, because decisions based on neural data will only be as good as the science behind them. |
2016-04-01 | |
语种 | 英语 |
DOI | 10.1016/j.tins.2016.01.004 |
发表期刊 | TRENDS IN NEUROSCIENCES |
ISSN | 0166-2236 |
卷号 | 39期号:4页码:212-220 |
期刊论文类型 | Review |
收录类别 | SCI |
WOS关键词 | MULTIVARIATE PATTERN-ANALYSIS ; PRIMARY SOMATOSENSORY CORTEX ; LASER-EVOKED POTENTIALS ; PHYSICAL PAIN ; FUNCTIONAL-SIGNIFICANCE ; NEUROIMAGING DATA ; MENTAL STATES ; MULTI-VOXEL ; HUMAN BRAIN ; FMRI DATA |
WOS标题词 | Science & Technology ; Life Sciences & Biomedicine |
WOS研究方向 | Neurosciences & Neurology |
WOS类目 | Neurosciences |
WOS记录号 | WOS:000374196500003 |
Q分类 | Q1 |
资助机构 | National Natural Science Foundation of China(31471082) ; Royal Society ; European Research Council (ERC) ; Wellcome Trust |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/19969 |
专题 | 健康与遗传心理学研究室 |
作者单位 | 1.Chinese Acad Sci, Inst Psychol, Beijing 100101, Peoples R China 2.UCL, Dept Neurosci Physiol & Pharmacol, London, England 3.Southwest Univ, Minist Educ, Key Lab Cognit & Personal, Chongqing, Peoples R China 4.Southwest Univ, Fac Psychol, Chongqing, Peoples R China |
第一作者单位 | 中国科学院心理研究所 |
推荐引用方式 GB/T 7714 | Hu, Li,Iannetti, Gian Domenico. Painful Issues in Pain Prediction[J]. TRENDS IN NEUROSCIENCES,2016,39(4):212-220. |
APA | Hu, Li,&Iannetti, Gian Domenico.(2016).Painful Issues in Pain Prediction.TRENDS IN NEUROSCIENCES,39(4),212-220. |
MLA | Hu, Li,et al."Painful Issues in Pain Prediction".TRENDS IN NEUROSCIENCES 39.4(2016):212-220. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Hu&Iannetti TiNS 201(2516KB) | 期刊论文 | 作者接受稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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