Decoding the perception of pain from fMRI using multivariate pattern analysis
Brodersen, Kay H., Wiech, Katja, Lomakina, Ekaterina I., Lin, Chia-shu, Buhmann, Joachim M., Bingel, Ulrike, Ploner, Markus, Stephan, Klaas Enno, Tracey, Irene·2012·NeuroImage
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- Deep Learning and Deep Knowledge Representation of fMRI DataNikola Kirilov Kasabov · 2018 · Springer series on bio- and neurosystems
- Repetitive transcranial magnetic stimulation—An alternative treatment for chronic refractory painJen‐Kun Cheng · 2013 · Acta anaesthesiologica Taiwanica
- Machine learning in neuroimaging: methodological investigations and applications to fMRIEkaterina I. Lomakina · 2015 · Repository for Publications and Research Data (ETH Zurich)
- Neuroimaging of Visceral PainJames K. Ruffle, Jens Brøndum Frøkjær, Adam Donald Farmer · 2017 · Springer eBooks
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- Application of machine learning and functional data analysis in classification and clustering of functional near infrared spectroscopy signal in response to noxious stimuliAhmad Pourshoghi, Kambiz Pourrezaei, Issa Zakeri · 2015
- Endogenous controllability of closed-loop brain-machine interfaces for painSuyi Zhang, Wako Yoshida, Hiroaki Mano, Takufumi Yanagisawa, Kazuhisa Shibata, Mitsuo Kawato, Ben Seymour · 2018 · bioRxiv (Cold Spring Harbor Laboratory)
- BOLD Decoding of Individual Pain Anticipation Biases During UncertaintyMolly Kadlec, Duygu Tosun, Irina A. Strigo · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
- Evoked pain intensity representation is distributed across brain systems: A multistudy mega-analysisBogdan 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)
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- Subjective PunishmentJosef Montag, Tomáš Sobek · 2019 · Springer eBooks
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- Resting-state functional connectivity alterations after mild COVID-19 infectionAnna 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
- Decoding of Subjective Pain-Sensitivity by Brain Signal Analysis Using a General Type-2 Fuzzy ClassifierSayantani Ghosh, Mousumi Laha, Amit Konar, Atulya K. Nagar · 2020 · IEEE Symposium Series on Computational Intelligence (SSCI)
- Confidence modulates the decodability of scene prediction during partially-observable maze exploration in humansRisa Katayama, Wako Yoshida, Shin Ishii · 2022 · Communications Biology
- An fMRI-Based Neurologic Signature of Physical Pain2018 · Oxford University Press eBooks
- Decoding color of stimuli given to a human subject from functional magnetic resonance imaging voxel patterns using machine learning algorithmNoriki Koike, Yutaka Hatakeyama, Shin�ichi Yoshida · 2014 · World Automation Congress (WAC)
- Integrating Time-Space and Orientation. A Case Study on fMRI + DTI Brain DataNikola Kirilov Kasabov · 2018 · Springer series on bio- and neurosystems
- Schmerz als Leistung des Gehirns – Komponenten des SchmerzesWolfgang Laube · 2020 · Springer eBooks
- Mathematical models for pain: a systematic reviewVictoria Ashley Lang, Torbjörn Lundh, Max Ortiz-Catalan · 2020 · arXiv (Cornell University)
- The origins of pain in diverticular disease: peripheral or central?Janette K. Smith · 2013 · Nottingham ePrints (University of Nottingham)
- Pharmacogenetics of PainMaree Therese Smith, Arjun Muralidharan · 2013 · Encyclopedia of Life Sciences
- DiscussionCarl Y. Saab · 2013 · Elsevier eBooks
- Feasibility analysis of using NeuCube 3D SNN environment for spatio-temporal EEG data classification related to perception of artYulia Turkova · 2014 · Tuwhera (Auckland University of Technology)
- fMRI Reveals Unique Neurologic ‘Signature’ of Physical PainKurt Samson · 2013 · Neurology Today
- Dimensionality Reduction and Feature Matching in Functional MRI Imaging DataB. Sowmya, Shruti Bhargava Choubey, Abhishek Choubey · 2019 · Springer eBooks
- Development of problem-oriented strategies for biomedical and raman spectroscopic signal analysisYanru Bai · 2019
- Automated Detection And Quantification Of Pain Using ElectroencephalographyVishal Vijayakumar · 2018 · University of Minnesota Digital Conservancy (University of Minnesota)
- Regional and Cross-Network Brain Dynamics in Acute and Chronic PainAnton Rogachov · 2019 · TSpace (University of Toronto)
- Time-resolved multivariate pattern analysis of infant EEG dataKira Ashton, Benjamin D. Zinszer, Radoslaw Martin Cichy, Charles A. Nelson, Richard Ν. Aslin, Laurie Bayet · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
- Attention, Perception, and KnowledgeCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- Brain responses in infantsCaroline Hartley, Rebeccah Slater · 2021 · Oxford University Press eBooks
- Attention, Consciousness, and Habitual BehaviorCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- The Philosophical Landscape on AttentionCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- Working Memory and AttentionCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- A Synthesis Between Neuroimaging and Oral HealthcareChia‐Shu Lin · 2021
- Brain Mechanisms of Pain and Anxiety of Dental PatientsChia‐Shu Lin · 2021 · Wiley eBooks
- IntroductionCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- Attention, Mental Causation, and the SelfCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- The Conceptual History of Top-Down AttentionCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- Attention, Action, and ResponsibilityCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- Mental Causation and Its ProblemsCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- 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
- ConclusionCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- Top-Down Attention and the BrainCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- Subjective PunishmentJosef Montag, Tomáš Sobek · 2017 · Springer eBooks
- Deep Learning and Deep Knowledge Representation of EEG DataNikola Kirilov Kasabov · 2018 · Springer series on bio- and neurosystems
- Subjective Disutility of PunishmentJosef Montag, Tomáš Sobek · 2021 · Springer eBooks
- IndexCarolyn Suchy-Dicey · 2020 · Cambridge University Press eBooks
- 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
- Measurement and evaluation of neural activity in acute tonic cold pain under intense microwave radiationDaoshuang Geng, Mingxuan Sun, Daoguo Yang, Dongjing Liu · 2022 · Research Square
- Real-Time Detection of Acute Pain Signals Based on Spikes/LFPZhe Sage Chen · 2021 · Handbook of Neuroengineering
- Meta-Analysis of EEG Findings on Pain Perception: Exploring Nociceptive and Neuropathic Pain Response PatternsLipnitskii Mikhail · 2023 · bioRxiv (Cold Spring Harbor Laboratory)
- Neural representation of emotional valence in human amygdalaKe Bo, Lihan Cui, Gang Chen, Andreas Keil, Mingzhou Ding · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
- ADA: A decoding algorithm for temporally-variable brain responsesPablo Oyarzo, Radoslaw Martin Cichy, Diego Vidaurre · 2025 · Computational and Structural Biotechnology Journal
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- Subjective Disutility of PunishmentJosef Montag, Tomáš Sobek · 2025 · Springer eBooks
- Closed-loop neurofeedback reshapes preparatory brain states to bias subsequent pain processingYu Zhang, Shuang Qiu, Qianqian Zheng, Shihao Chen, J W Li, Xiaoyun Li, Richu Jin, Weiwei Peng · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
- Multivariate Pattern Analysis of Resting-State fMRI for the Classification of Osteoarthritis Patients and Healthy ControlsKhyati Dholariya, Shobha Sharma, Tapan Kumar Gandhi · 2026 · Lecture notes in computer science
- Hypnosis reduces decoding accuracy of visual and auditory representationsMi Zhang, Yongyi Li, Lijun Ma, Kai Wang, X M Li · 2026 · Brain Research Bulletin
- Closed-loop neurofeedback reshapes preparatory brain states to bias subsequent pain processingYinhua Zhang, Shuang Qiu, Qianqian Zheng, Shihao Chen, Jia Li, Xiaoyun Li, Richu Jin, Weiwei Peng · 2026 · eLife
- Closed-loop neurofeedback reshapes preparatory brain states to bias subsequent pain processingYinhua Zhang, Shuang Qiu, Qianqian Zheng, Shihao Chen, Jia Li, Xiaoyun Li, Richu Jin, Weiwei Peng · 2026 · eLife