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Neuroimaging-based biomarker discovery and validation.

作者信息

Woo Choong-Wan, Wager Tor D

机构信息

Department of Psychology and Neuroscience, University of Colorado, Boulder, CO, USA Institute of Cognitive Science, University of Colorado, Boulder, CO, USA.

出版信息

Pain. 2015 Aug;156(8):1379-1381. doi: 10.1097/j.pain.0000000000000223.

DOI:10.1097/j.pain.0000000000000223
PMID:25970320
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4504798/
Abstract
摘要

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本文引用的文献

1
Multivariate morphological brain signatures predict patients with chronic abdominal pain from healthy control subjects.多变量形态学脑特征可区分慢性腹痛患者与健康对照者。
Pain. 2015 Aug;156(8):1545-1554. doi: 10.1097/j.pain.0000000000000196.
2
Pain and Interoception Imaging Network (PAIN): A multimodal, multisite, brain-imaging repository for chronic somatic and visceral pain disorders.疼痛与内感受成像网络(PAIN):一个用于慢性躯体和内脏疼痛疾病的多模态、多站点脑成像数据库。
Neuroimage. 2016 Jan 1;124(Pt B):1232-1237. doi: 10.1016/j.neuroimage.2015.04.018. Epub 2015 Apr 19.
3
Learning to identify CNS drug action and efficacy using multistudy fMRI data.利用多研究 fMRI 数据学习识别中枢神经系统药物作用和疗效。
Sci Transl Med. 2015 Feb 11;7(274):274ra16. doi: 10.1126/scitranslmed.3008438.
4
Technology for chronic pain.慢性疼痛治疗技术。
Curr Biol. 2014 Sep 22;24(18):R930-R935. doi: 10.1016/j.cub.2014.07.010.
5
Preliminary structural MRI based brain classification of chronic pelvic pain: A MAPP network study.基于初步结构磁共振成像的慢性盆腔疼痛脑部分类:一项MAPP网络研究。
Pain. 2014 Dec;155(12):2502-2509. doi: 10.1016/j.pain.2014.09.002. Epub 2014 Sep 19.
6
Brain morphometric biomarkers distinguishing unipolar and bipolar depression. A voxel-based morphometry-pattern classification approach.区分单相抑郁和双相抑郁的脑形态学生物标志物。一种基于体素形态学的模式分类方法。
JAMA Psychiatry. 2014 Nov;71(11):1222-30. doi: 10.1001/jamapsychiatry.2014.1100.
7
Chronic pain. Decreased motivation during chronic pain requires long-term depression in the nucleus accumbens.慢性疼痛。慢性疼痛期间动机的降低需要伏隔核的长期抑郁。
Science. 2014 Aug 1;345(6196):535-42. doi: 10.1126/science.1253994.
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A tool for classifying individuals with chronic back pain: using multivariate pattern analysis with functional magnetic resonance imaging data.一种用于对慢性背痛患者进行分类的工具:利用功能磁共振成像数据的多变量模式分析
PLoS One. 2014 Jun 6;9(6):e98007. doi: 10.1371/journal.pone.0098007. eCollection 2014.
9
Grey matter reduction associated with posttraumatic stress disorder and traumatic stress.创伤后应激障碍与创伤性应激相关的灰质减少。
Neurosci Biobehav Rev. 2014 Jun;43:163-72. doi: 10.1016/j.neubiorev.2014.04.003. Epub 2014 Apr 21.
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Decoding the matrix: benefits and limitations of applying machine learning algorithms to pain neuroimaging.解读矩阵:将机器学习算法应用于疼痛神经影像学的益处与局限
Pain. 2014 May;155(5):864-867. doi: 10.1016/j.pain.2014.02.013. Epub 2014 Feb 22.