Painful issues in pain prediction

L Hu, GD Iannetti - Trends in neurosciences, 2016 - cell.com
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 …

Can neuroimaging studies identify pain endophenotypes in humans?

I Tracey - Nature Reviews Neurology, 2011 - nature.com
Pain is a complex, multidimensional experience that has defied our understanding for
centuries. Through the advent of noninvasive neuroimaging techniques, we have been able …

[PDF][PDF] An analysis of biomarkers in patients with chronic pain

J Gunn, MM Hill, BM Cotten, TR Deer - Pain physician, 2020 - painphysicianjournal.com
Background: Because of the subjective nature of current pain assessments, limited efficacy
of treatment options and risks associated with opioid abuse and diversion, the need for …

Deconstructing biomarkers for chronic pain: context-and hypothesis-dependent biomarker types in relation to chronic pain

D Reckziegel, E Vachon-Presseau, B Petre… - Pain, 2019 - journals.lww.com
This review expounds on types and properties of biomarkers for chronic pain, given a
mechanistic model of processes underlying development of chronic pain. It covers advances …

Automated classification of pain perception using high-density electroencephalography data

G Misra, W Wang, DB Archer, A Roy… - Journal of …, 2017 - journals.physiology.org
The translation of brief, millisecond-long pain-eliciting stimuli to the subjective perception of
pain is associated with changes in theta, alpha, beta, and gamma oscillations over …

[HTML][HTML] The potential role of sensory testing, skin biopsy, and functional brain imaging as biomarkers in chronic pain clinical trials: IMMPACT considerations

SM Smith, RH Dworkin, DC Turk, R Baron… - The Journal of …, 2017 - Elsevier
Valid and reliable biomarkers can play an important role in clinical trials as indicators of
biological or pathogenic processes or as a signal of treatment response. Currently, there are …

Neuroimaging of chronic pain

T Schmidt-Wilcke - Best Practice & Research Clinical Rheumatology, 2015 - Elsevier
Chronic pain is an important public health problem, and there is a need to understand the
mechanisms that lead to pain chronification. From a neurobiological perspective, the …

The pain imaging revolution: advancing pain into the 21st century

D Borsook, S Sava, L Becerra - The Neuroscientist, 2010 - journals.sagepub.com
The great advances in brain imaging techniques over the last few decades have determined
a shift in our understanding of chronic pain conditions and opened the door for new …

Machine learning–based prediction of clinical pain using multimodal neuroimaging and autonomic metrics

J Lee, I Mawla, J Kim, ML Loggia, A Ortiz, C Jung… - pain, 2019 - journals.lww.com
Although self-report pain ratings are the gold standard in clinical pain assessment, they are
inherently subjective in nature and significantly influenced by multidimensional contextual …

Review on biomarkers in the resting-state networks of chronic pain patients

J Pfannmöller, M Lotze - Brain and cognition, 2019 - Elsevier
Biomarkers indicating characteristic alterations in the brains of pain patients would in
comparison to behavioral examinations allow for earlier diagnoses of pain disease …