Literature DB >> 24569148

Decoding the matrix: benefits and limitations of applying machine learning algorithms to pain neuroimaging.

Maria Joao Rosa1, Ben Seymour.   

Abstract

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Year:  2014        PMID: 24569148     DOI: 10.1016/j.pain.2014.02.013

Source DB:  PubMed          Journal:  Pain        ISSN: 0304-3959            Impact factor:   6.961


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  23 in total

1.  Quantifying and Characterizing Tonic Thermal Pain Across Subjects From EEG Data Using Random Forest Models.

Authors:  Vishal Vijayakumar; Michelle Case; Sina Shirinpour; Bin He
Journal:  IEEE Trans Biomed Eng       Date:  2017-09-25       Impact factor: 4.538

2.  A Cumulants-Based Human Brain Decoding.

Authors:  Raheel Zafar; Muhammad Javvad Ur Rehman; Sheraz Alam; Muhammad Arslan Khan; Asad Hussain; Rana Fayyaz Ahmad; Faruque Reza; Rifat Jahan
Journal:  Comput Intell Neurosci       Date:  2022-07-11

3.  Multivariate morphological brain signatures predict patients with chronic abdominal pain from healthy control subjects.

Authors:  Jennifer S Labus; John D Van Horn; Arpana Gupta; Mher Alaverdyan; Carinna Torgerson; Cody Ashe-McNalley; Andrei Irimia; Jui-Yang Hong; Bruce Naliboff; Kirsten Tillisch; Emeran A Mayer
Journal:  Pain       Date:  2015-08       Impact factor: 7.926

4.  Neuroimaging-based biomarker discovery and validation.

Authors:  Choong-Wan Woo; Tor D Wager
Journal:  Pain       Date:  2015-08       Impact factor: 7.926

5.  Test-retest reliability of pain-related functional brain connectivity compared with pain self-report.

Authors:  Janelle E Letzen; Jeff Boissoneault; Landrew S Sevel; Michael E Robinson
Journal:  Pain       Date:  2016-03       Impact factor: 7.926

6.  A tool for classifying individuals with chronic back pain: using multivariate pattern analysis with functional magnetic resonance imaging data.

Authors:  Daniel Callan; Lloyd Mills; Connie Nott; Robert England; Shaun England
Journal:  PLoS One       Date:  2014-06-06       Impact factor: 3.240

7.  Pain: a distributed brain information network?

Authors:  Hiroaki Mano; Ben Seymour
Journal:  PLoS Biol       Date:  2015-01-06       Impact factor: 8.029

8.  Pharmacologic attenuation of cross-modal sensory augmentation within the chronic pain insula.

Authors:  Steven E Harte; Eric Ichesco; Johnson P Hampson; Scott J Peltier; Tobias Schmidt-Wilcke; Daniel J Clauw; Richard E Harris
Journal:  Pain       Date:  2016-09       Impact factor: 7.926

Review 9.  Structural Magnetic Resonance Imaging Can Identify Trigeminal System Abnormalities in Classical Trigeminal Neuralgia.

Authors:  Danielle D DeSouza; Mojgan Hodaie; Karen D Davis
Journal:  Front Neuroanat       Date:  2016-10-19       Impact factor: 3.856

10.  Multivariate decoding of cerebral blood flow measures in a clinical model of on-going postsurgical pain.

Authors:  Jonathan O'Muircheartaigh; Andre Marquand; Duncan J Hodkinson; Kristina Krause; Nadine Khawaja; Tara F Renton; John P Huggins; William Vennart; Steven C R Williams; Matthew A Howard
Journal:  Hum Brain Mapp       Date:  2014-10-12       Impact factor: 5.038

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