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Automated pain detection using facial expression in adult patients with a customized spatial temporal attention long short-term memory (STA-LSTM) network.使用定制的时空注意力长短期记忆（STA-LSTM）网络对成年患者面部表情进行自动疼痛检测。
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Denver pain authenticity stimulus set (D-PASS).丹佛疼痛真实性刺激集（D-PASS）。
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本文引用的文献

1
Perceptual contributions to racial bias in pain recognition.知觉对疼痛识别中的种族偏见的影响。
J Exp Psychol Gen. 2019 May;148(5):863-889. doi: 10.1037/xge0000600.
2
Facial muscle movements encoding pain-a systematic review.面部肌肉运动编码疼痛：系统评价。
Pain. 2019 Mar;160(3):535-549. doi: 10.1097/j.pain.0000000000001424.
3
AI can be sexist and racist - it's time to make it fair.人工智能可能存在性别歧视和种族歧视——是时候让它变得公平了。
Nature. 2018 Jul;559(7714):324-326. doi: 10.1038/d41586-018-05707-8.
4
Racial differences in presentations and predictors of acute pain after motor vehicle collision.机动车事故后急性疼痛的表现和预测因素的种族差异。
Pain. 2018 Jun;159(6):1056-1063. doi: 10.1097/j.pain.0000000000001186.
5
Dermatologist-level classification of skin cancer with deep neural networks.基于深度神经网络的皮肤癌皮肤科医生级分类。
Nature. 2017 Feb 2;542(7639):115-118. doi: 10.1038/nature21056. Epub 2017 Jan 25.
6
Racial and ethnic differences in experimental pain sensitivity: systematic review and meta-analysis.种族和民族之间实验性疼痛敏感性的差异：系统评价和荟萃分析。
Pain. 2017 Feb;158(2):194-211. doi: 10.1097/j.pain.0000000000000731.
7
Racial bias in pain assessment and treatment recommendations, and false beliefs about biological differences between blacks and whites.疼痛评估与治疗建议中的种族偏见，以及对黑人和白人之间生物学差异的错误认知。
Proc Natl Acad Sci U S A. 2016 Apr 19;113(16):4296-301. doi: 10.1073/pnas.1516047113. Epub 2016 Apr 4.
8
The use of facial expressions for pain assessment purposes in dementia: a narrative review.痴呆症中用于疼痛评估目的的面部表情：一项叙述性综述。
Neurodegener Dis Manag. 2016 Apr;6(2):119-31. doi: 10.2217/nmt-2015-0006. Epub 2016 Apr 1.
9
Facial expression as an indicator of pain in critically ill intubated adults during endotracheal suctioning.在有创机械通气患者中，通过面部表情评估吸痰时疼痛的研究。
Am J Crit Care. 2013 Sep;22(5):412-22. doi: 10.4037/ajcc2013705.
10
Ethnic differences in pain and pain management.疼痛与疼痛管理中的种族差异。
Pain Manag. 2012 May;2(3):219-230. doi: 10.2217/pmt.12.7.

The need for diversity in research on facial expressions of pain.

作者信息

Dildine Troy C, Atlas Lauren Y

机构信息

National Center for Complementary and Integrative Health, National Institutes of Health, Bethesda, MD, United States.

Department of Clinical Neuroscience, Karolinska Institutet, Solna, Sweden.

出版信息

Pain. 2019 Aug;160(8):1901-1902. doi: 10.1097/j.pain.0000000000001593.

DOI:10.1097/j.pain.0000000000001593
PMID:31335658
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6687404/
Abstract
摘要