Decoding the perception of pain from fMRI using multivariate pattern analysis

Cited by (200)

Items 101–200 of 200

  1. Comparison of feature selection methods based on discrimination and reliability for fMRI decoding analysis
    Wenyan Xu, Qing Li, Xingyu Liu, Zonglei Zhen, Xia Wu · 2020 · Journal of Neuroscience Methods
  2. Effects of continuous theta-burst stimulation of the primary motor and secondary somatosensory areas on the central processing and the perception of trigeminal nociceptive input in healthy volunteers
    Onur Annak, Tonio Heidegger, Carmen Walter, Ralf Deichmann, Ulrike Nöth, Onno Hansen-Goos, Ulf Ziemann, Jörn Lötsch · 2018 · Pain
  3. Pattern classification differentiates decision of intertemporal choices using multi-voxel pattern analysis
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  4. Beyond the “Pain Matrix,” inter-run synchronization during mechanical nociceptive stimulation
    Franco Cauda, Tommaso Costa, Matteo Diano, Sergio Duca, Diana M. E. Torta · 2014 · Frontiers in Human Neuroscience
  5. Spatial Information of Somatosensory Stimuli in the Brain: Multivariate Pattern Analysis of Functional Magnetic Resonance Imaging Data
    In‐Seon Lee, Won-mo Jung, Hi‐Joon Park, Younbyoung Chae · 2020 · Neural Plasticity
  6. Spatio-temporal EEG Data Classification in the NeuCube 3D SNN Environment: Methodology and Examples
    Nikola Kirilov Kasabov, Jin Ping Hu, Yixiong Chen, Nathan Scott, Yulia Turkova · 2013 · Lecture notes in computer science
  7. Decoding pain from brain activity
    Zhe Sage Chen · 2021 · Journal of Neural Engineering
  8. Give me a pain that I am used to: distinct habituation patterns to painful and non-painful stimulation
    Katharina Paul, Martin Tik, Andreas Hahn, Ronald Sladky, Nicole Geissberger, Eva-Maria Wirth, Georg S. Kranz, Daniela Melitta Pfabigan, Christoph Kraus, Rupert R. Lanzenberger et al. · 2021 · Scientific Reports
  9. Ultralow-frequency neural entrainment to pain
    Yutong Guo, Rory John Bufacchi, Giacomo Novembre, Marina Kilintari, Massieh Moayedi, Li Hu, Gian Domenico Iannetti · 2020 · PLoS Biology
  10. Test–retest reliability of laser evoked pain perception and fMRI BOLD responses
    Yanzhi Bi, Xin Hou, Jiahui Zhong, Li Hu · 2021 · Scientific Reports
  11. Let the punishment fit the criminal: An experimental study
    Josef Montag, James Tremewan · 2018 · Journal of Economic Behavior & Organization
  12. Brain shaving: adaptive detection for brain PET data
    Elisabetta Grecchi, Orla Doyle, Alessandra Bertoldo, Nicola Pavese, Federico Turkheimer · 2014 · Physics in Medicine and Biology
  13. Evaluation of Acute Tonic Cold Pain From Microwave Transcranial Transmission Signals Using Multi-Entropy Machine Learning Approach
    Daoshuang Geng, Daoguo Yang, Miao Cai, Weidong Hao · 2019 · IEEE Access
  14. Neural representations of aversive value encoding in pain catastrophizers
    Christopher Andrew Brown, Abeer F. Almarzouki, Richard James Brown, Anthony K. P. Jones · 2018 · NeuroImage
  15. Decoding pain: uncovering the factors that affect the performance of neuroimaging-based pain models
    Dong Hee Lee, Sungwoo Lee, Choong‐Wan Woo · 2024 · Pain
  16. Supervised nonlinear dimension reduction of functional magnetic resonance imaging data using Sliced Inverse Regression
    Yiheng Tu, Ao Tan, Zening Fu, Yeung Sam Hung, Li Hu, Zhiguo Zhang · 2015 · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
  17. Influence of Individual Differences in fMRI-Based Pain Prediction Models on Between-Individual Prediction Performance
    Qianqian Lin, Linling Li, Jia Liu, Weixiang Liu, Gan Huang, Zhiguo Zhang · 2018 · Frontiers in Neuroscience
  18. Decoding spatial location of perceived pain to acupuncture needle using multivoxel pattern analysis
    Won-Mo Jung, In‐Seon Lee, Ye‐Seul Lee, Junsuk Kim, Hi‐Joon Park, Christian Wallraven, Younbyoung Chae · 2019 · Molecular Pain
  19. Identification of group differences in predictive anticipatory biasing of pain during uncertainty: preparing for the worst but hoping for the best
    Irina A. Strigo, Molly Kadlec, Jennifer Mitchell, Alan N. Simmons · 2024 · Pain
  20. The anterior insula and anterior cingulate cortex are associated with avoidance of dental treatment based on prior experience of treatment in healthy adults
    Chia‐Shu Lin, Shih-Yun Wu, Long-Ting Wu · 2015 · BMC Neuroscience
  21. A Physiological-Inspired Classification Strategy to Classify Five Levels of Pain
    Somayeh Afrasiabi, Reza Boostani, M.A. Masnadi-Shirazi · 2019 · National and International Iranian Conference on Biomedical Engineering (ICBME)
  22. Spatial scale and distribution of neurovascular signals underlying decoding of orientation and eye of origin from fMRI data
    Jonas T. Larsson, Charlotte Harrison, Jade B. Jackson, Seung-Mock Oh, Vaida Zeringyte · 2016 · Journal of Neurophysiology
  23. Functional and Structural Signatures of the Anterior Insula are associated with Risk-taking Tendency of Analgesic Decision-making
    Chia‐Shu Lin, Hsiao-Han Lin, Shih-Yun Wu · 2016 · Scientific Reports
  24. Neural markers of nociceptive input and pain intensity coding: a signal detection approach
    Brianna Beck, Stephanie Cook, Gian Domenico Iannetti, Patrick Haggard · 2019
  25. Evidence for Integration of Cognitive, Affective, and Autonomic Influences During the Experience of Acute Pain in Healthy Human Volunteers
    Jocelyn M. Powers, Gabriela Ioachim, Patrick W. Stroman · 2022 · Frontiers in Neuroscience
  26. Designing individual-specific and trial-specific models to accurately predict the intensity of nociceptive pain from single-trial fMRI responses
    Qianqian Lin, Gan Huang, Linling Li, Li Zhang, Zhen Liang, Ahmed M. Anter, Zhiguo Zhang · 2020 · NeuroImage
  27. Entropy-based analysis and classification of acute tonic pain from microwave transcranial signals obtained via the microwave-scattering approach
    Daoguo Yang, Daoshuang Geng, Lixia Zheng, Miao Cai, Weidong Hao · 2020 · Biomedical Signal Processing and Control
  28. Decoding of emotional visual stimuli using fMRI brain signal
    Shin�ichi Yoshida · 2016 · IEEE/ACIS International Conference on Computer and Information Science (ICIS)
  29. Detection of Acute Tonic Cold Pain From Microwave Transcranial Transmission Signals Obtained via the Microwave Scattering Approach
    Daoshuang Geng, Daoguo Yang, Miao Cai, Weidong Hao, Xiaoming Li · 2019 · IEEE Access
  30. Personality Differences of Brain Networks in Placebo Analgesia and Nocebo Hyperalgesia: A Psychophysiological Interaction (PPI) Approach in fMRI
    Yu Shi, Shimin Huang, Hongrui Zhan, Yaping Wang, Yanyan Zeng, Guiyuan Cai, Jian‐Ming Yang, Wen Wu · 2020 · Neural Plasticity
  31. Let the Punishment Fit the Criminal: An Experimental Study
    Josef Montag, James Tremewan · 2016 · SSRN Electronic Journal
  32. Multivariate prediction of pain perception based on pre-stimulus activity
    Philipp Taesler, Michael Rose · 2022 · Scientific Reports
  33. Neural Correlates to Tooth Clenching in Patients with Bruxism and Temporomandibular Disorder-Related Pain
    Theo Kluskens, Peter A. W. H. Kessler, Bernadette M. Jansma, Amanda L. Kaas, Vincent G. van de Ven · 2023 · Journal of Oral & Facial Pain and Headache
  34. Brain activations associated with fearful experience show common and distinct patterns between younger and older adults in the hippocampus and the amygdala
    Chia‐Shu Lin, Ching‐Yi Wu, Shih-Yun Wu, Hsiao-Han Lin · 2018 · Scientific Reports
  35. Mapping multidimensional pain experience onto electrophysiological responses to noxious laser heat stimuli
    Andrej Stančák, Stephanie Cook, Hazel Wright, Nicholas B. Fallon · 2015 · NeuroImage
  36. Deep Learning and Deep Knowledge Representation of fMRI Data
    Nikola Kirilov Kasabov · 2018 · Springer series on bio- and neurosystems
  37. Repetitive transcranial magnetic stimulation—An alternative treatment for chronic refractory pain
    Jen‐Kun Cheng · 2013 · Acta anaesthesiologica Taiwanica
  38. Machine learning in neuroimaging: methodological investigations and applications to fMRI
    Ekaterina I. Lomakina · 2015 · Repository for Publications and Research Data (ETH Zurich)
  39. Neuroimaging of Visceral Pain
    James K. Ruffle, Jens Brøndum Frøkjær, Adam Donald Farmer · 2017 · Springer eBooks
  40. Neuroimaging of Chronic Pain
    Martin Diers, Christopher Milde · 2017 · Springer eBooks
  41. Brain Disease Diagnosis and Prognosis Based on EEG Data
    Nikola Kirilov Kasabov · 2018 · Springer series on bio- and neurosystems
  42. Real-Time Detection of Acute Pain Signals Based on Spikes/LFP
    Zhe Sage Chen · 2023 · Handbook of Neuroengineering
  43. Application of machine learning and functional data analysis in classification and clustering of functional near infrared spectroscopy signal in response to noxious stimuli
    Ahmad Pourshoghi, Kambiz Pourrezaei, Issa Zakeri · 2015
  44. Endogenous controllability of closed-loop brain-machine interfaces for pain
    Suyi Zhang, Wako Yoshida, Hiroaki Mano, Takufumi Yanagisawa, Kazuhisa Shibata, Mitsuo Kawato, Ben Seymour · 2018 · bioRxiv (Cold Spring Harbor Laboratory)
  45. BOLD Decoding of Individual Pain Anticipation Biases During Uncertainty
    Molly Kadlec, Duygu Tosun, Irina A. Strigo · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
  46. Evoked pain intensity representation is distributed across brain systems: A multistudy mega-analysis
    Bogdan Petre, Philip A. Kragel, Lauren Yvette Atlas, Stephan Geuter, Marieke Jepma, Leonie Koban, Anjali Krishnan, Marina López‐Solà, Mathieu Roy, Choong‐Wan Woo et al. · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
  47. Attention and reinforcement learning in Parkinson’s disease
    Brónagh McCoy, Rebecca P Lawson, Jan Theeuwes · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
  48. Subjective Punishment
    Josef Montag, Tomáš Sobek · 2019 · Springer eBooks
  49. Pain is what you think: functional magnetic resonance imaging evidence toward a cognitive and affective approach for pain research
    Jocelyn M. Powers, Elena Koning, Gabriela Ioachim, Patrick W. Stroman · 2024 · Frontiers in Pain Research
  50. Cortico-midbrain-spinal mechanisms underlying placebo analgesia
    Jeff Boissoneault, Nicholas J. Bush, Patrick W. Stroman, Roland M. Staud, Michael E. Robinson · 2025 · Journal of Pain
  51. Resting-state functional connectivity alterations after mild COVID-19 infection
    Anna Tímea Szente, Ákos Arató, Husamalddin Ali Alhour, Gábor Perlaki, Gergely Orsi, Szilvia Anett Nagy, Eszter Áfra, Barnabás Dudás, Dalma Tényi, Péter Barsi et al. · 2025 · BMC Infectious Diseases
  52. Decoding of Subjective Pain-Sensitivity by Brain Signal Analysis Using a General Type-2 Fuzzy Classifier
    Sayantani Ghosh, Mousumi Laha, Amit Konar, Atulya K. Nagar · 2020 · IEEE Symposium Series on Computational Intelligence (SSCI)
  53. Confidence modulates the decodability of scene prediction during partially-observable maze exploration in humans
    Risa Katayama, Wako Yoshida, Shin Ishii · 2022 · Communications Biology
  54. An fMRI-Based Neurologic Signature of Physical Pain
    2018 · Oxford University Press eBooks
  55. Decoding color of stimuli given to a human subject from functional magnetic resonance imaging voxel patterns using machine learning algorithm
    Noriki Koike, Yutaka Hatakeyama, Shin�ichi Yoshida · 2014 · World Automation Congress (WAC)
  56. Integrating Time-Space and Orientation. A Case Study on fMRI + DTI Brain Data
    Nikola Kirilov Kasabov · 2018 · Springer series on bio- and neurosystems
  57. Schmerz als Leistung des Gehirns – Komponenten des Schmerzes
    Wolfgang Laube · 2020 · Springer eBooks
  58. Mathematical models for pain: a systematic review
    Victoria Ashley Lang, Torbjörn Lundh, Max Ortiz-Catalan · 2020 · arXiv (Cornell University)
  59. The origins of pain in diverticular disease: peripheral or central?
    Janette K. Smith · 2013 · Nottingham ePrints (University of Nottingham)
  60. Pharmacogenetics of Pain
    Maree Therese Smith, Arjun Muralidharan · 2013 · Encyclopedia of Life Sciences
  61. Discussion
    Carl Y. Saab · 2013 · Elsevier eBooks
  62. Feasibility analysis of using NeuCube 3D SNN environment for spatio-temporal EEG data classification related to perception of art
    Yulia Turkova · 2014 · Tuwhera (Auckland University of Technology)
  63. fMRI Reveals Unique Neurologic ‘Signature’ of Physical Pain
    Kurt Samson · 2013 · Neurology Today
  64. Dimensionality Reduction and Feature Matching in Functional MRI Imaging Data
    B. Sowmya, Shruti Bhargava Choubey, Abhishek Choubey · 2019 · Springer eBooks
  65. Development of problem-oriented strategies for biomedical and raman spectroscopic signal analysis
    Yanru Bai · 2019
  66. Automated Detection And Quantification Of Pain Using Electroencephalography
    Vishal Vijayakumar · 2018 · University of Minnesota Digital Conservancy (University of Minnesota)
  67. Regional and Cross-Network Brain Dynamics in Acute and Chronic Pain
    Anton Rogachov · 2019 · TSpace (University of Toronto)
  68. Time-resolved multivariate pattern analysis of infant EEG data
    Kira Ashton, Benjamin D. Zinszer, Radoslaw Martin Cichy, Charles A. Nelson, Richard Ν. Aslin, Laurie Bayet · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
  69. Attention, Perception, and Knowledge
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  70. Brain responses in infants
    Caroline Hartley, Rebeccah Slater · 2021 · Oxford University Press eBooks
  71. Attention, Consciousness, and Habitual Behavior
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  72. The Philosophical Landscape on Attention
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  73. Working Memory and Attention
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  74. A Synthesis Between Neuroimaging and Oral Healthcare
    Chia‐Shu Lin · 2021
  75. Brain Mechanisms of Pain and Anxiety of Dental Patients
    Chia‐Shu Lin · 2021 · Wiley eBooks
  76. Introduction
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  77. Attention, Mental Causation, and the Self
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  78. The Conceptual History of Top-Down Attention
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  79. Attention, Action, and Responsibility
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  80. Mental Causation and Its Problems
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  81. Faculty Opinions recommendation of An fMRI-based neurologic signature of physical pain.
    Kent C. Berridge · 2013 · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
  82. Conclusion
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  83. Top-Down Attention and the Brain
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  84. Subjective Punishment
    Josef Montag, Tomáš Sobek · 2017 · Springer eBooks
  85. Deep Learning and Deep Knowledge Representation of EEG Data
    Nikola Kirilov Kasabov · 2018 · Springer series on bio- and neurosystems
  86. Subjective Disutility of Punishment
    Josef Montag, Tomáš Sobek · 2021 · Springer eBooks
  87. Index
    Carolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
  88. Faculty Opinions recommendation of An fMRI-based neurologic signature of physical pain.
    A. Vania Apkarian · 2013 · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
  89. Measurement and evaluation of neural activity in acute tonic cold pain under intense microwave radiation
    Daoshuang Geng, Mingxuan Sun, Daoguo Yang, Dongjing Liu · 2022 · Research Square
  90. Real-Time Detection of Acute Pain Signals Based on Spikes/LFP
    Zhe Sage Chen · 2021 · Handbook of Neuroengineering
  91. Meta-Analysis of EEG Findings on Pain Perception: Exploring Nociceptive and Neuropathic Pain Response Patterns
    Lipnitskii Mikhail · 2023 · bioRxiv (Cold Spring Harbor Laboratory)
  92. Neural representation of emotional valence in human amygdala
    Ke Bo, Lihan Cui, Gang Chen, Andreas Keil, Mingzhou Ding · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
  93. ADA: A decoding algorithm for temporally-variable brain responses
    Pablo Oyarzo, Radoslaw Martin Cichy, Diego Vidaurre · 2025 · Computational and Structural Biotechnology Journal
  94. Neural representation of emotional valence in human amygdala and surrounding regions
    Ke Bo, Lihan Cui, Yujun Chen, Gang Chen, Andreas Keil, Mingzhou Ding · 2026 · NeuroImage
  95. Subjective Disutility of Punishment
    Josef Montag, Tomáš Sobek · 2025 · Springer eBooks
  96. Closed-loop neurofeedback reshapes preparatory brain states to bias subsequent pain processing
    Yu Zhang, Shuang Qiu, Qianqian Zheng, Shihao Chen, J W Li, Xiaoyun Li, Richu Jin, Weiwei Peng · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
  97. Multivariate Pattern Analysis of Resting-State fMRI for the Classification of Osteoarthritis Patients and Healthy Controls
    Khyati Dholariya, Shobha Sharma, Tapan Kumar Gandhi · 2026 · Lecture notes in computer science
  98. Hypnosis reduces decoding accuracy of visual and auditory representations
    Mi Zhang, Yongyi Li, Lijun Ma, Kai Wang, X M Li · 2026 · Brain Research Bulletin
  99. Closed-loop neurofeedback reshapes preparatory brain states to bias subsequent pain processing
    Yinhua Zhang, Shuang Qiu, Qianqian Zheng, Shihao Chen, Jia Li, Xiaoyun Li, Richu Jin, Weiwei Peng · 2026 · eLife
  100. Closed-loop neurofeedback reshapes preparatory brain states to bias subsequent pain processing
    Yinhua Zhang, Shuang Qiu, Qianqian Zheng, Shihao Chen, Jia Li, Xiaoyun Li, Richu Jin, Weiwei Peng · 2026 · eLife