Machine Learning-based Consciousness Assessment in Disorders of Consciousness Patients

Authors: Raveendran, Sreelakshmi, S, Kala, Kenchiah, Raghavendra, Sahoo, Jayakrushna, K, Farsana M, Mundlamuri, Ravindranath Choudary, Bansal, Sonia, Binu, Ramakrishnan, A G, R, Subasree

Source: 2024 International Conference on Brain Computer Interface & Healthcare Technologies (iCon-BCIHT) Brain Computer Interface & Healthcare Technologies (iCon-BCIHT), 2024 International Conference on. :5-10 Dec, 2024

Relation: 2024 International Conference on Brain Computer Interface & Healthcare Technologies (iCon-BCIHT)

Topological Data Analysis of Resting-State EEG for On/Off Medication Classification of Parkinson’s Disease Patients

Authors: Goodarzi, Negar, Yaghmae, Abolfazl, Bahrami, Fariba

Source: 2024 31st National and 9th International Iranian Conference on Biomedical Engineering (ICBME) Biomedical Engineering (ICBME), 2024 31st National and 9th International Iranian Conference on. :332-338 Nov, 2024

Relation: 2024 31st National and 9th International Iranian Conference on Biomedical Engineering (ICBME)

Unsupervised Hybrid Deep Feature Encoder for Robust Feature Learning from Resting-State EEG Data

Authors: Yue, Yuan, Deng, Jeremiah D., Chakraborti, Tapabrata, De Ridder, Dirk, Manning, Patrick

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-5 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Extracting Transient Phase-Amplitude Coupling from Resting-State EEG Signals

Authors: Er, A., Le Van Quyen, M., Dauguet, J., Marchand-Pauvert, V., Marrelec, G.

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-6 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

EEG-Based Cognitive Impairment Classification using Support Vector Machine Algorithm

Authors: E, Karuppathal, R, Kalpana, D, Deepsika, J, Senthil Nadhan

Source: 2024 Tenth International Conference on Bio Signals, Images, and Instrumentation (ICBSII) Bio Signals, Images, and Instrumentation (ICBSII), 2024 Tenth International Conference on. :1-7 Mar, 2024

Relation: 2024 Tenth International Conference on Bio Signals, Images, and Instrumentation (ICBSII)

Understanding the Role of Self-Attention in a Transformer Model for the Discrimination of SCD From MCI Using Resting-State EEG

Authors: Sibilano, E., Buongiorno, D., Lassi, M., Grippo, A., Bessi, V., Sorbi, S., Mazzoni, A., Bevilacqua, V., Brunetti, A.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 28(6):3422-3433 Jun, 2024

Influence of Transcutaneous Vagus Nerve Stimulation on Motor Planning: A Resting-State and Task-State EEG Study

Authors: Chen, L., He, J., Zhang, J., Wang, Z., Zhang, L., Gu, B., Liu, X., Ming, D.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 28(3):1374-1385 Mar, 2024

Tracking the Immediate and Short-Term Effects of Continuous Theta Burst Stimulation on Dynamic Brain States

Authors: Chen, C., Guo, Z., Peng, W., Wang, S., Qiu, S., Zhang, J., Chen, X., He, H.

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering IEEE Trans. Neural Syst. Rehabil. Eng. Neural Systems and Rehabilitation Engineering, IEEE Transactions on. 32:1386-1396 2024

Novel Approach Explains Spatio-Spectral Interactions In Raw Electroencephalogram Deep Learning Classifiers

Authors: Ellis, Charles A., Sattiraju, Abhinav, Miller, Robyn L., Calhoun, Vince D.

Source: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2023 IEEE International Conference on. :1-5 Jun, 2023

Relation: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)

Scalp EEG-based Classification of Disorder of Consciousness States using Machine Learning Techniques

Authors: Raveendran, Sreelakshmi, Kumar, Santhos, Kenchiah, Raghavendra, K, Farsana M, Choudary, Ravindranath, Bansal, Sonia, S, Binu V, Ramakrishnan, A G, R, Subasree, S, Kala

Source: 2023 11th International Symposium on Electronic Systems Devices and Computing (ESDC) Electronic Systems Devices and Computing (ESDC), 2023 11th International Symposium on. 1:1-6 May, 2023

Relation: 2023 11th International Symposium on Electronic Systems Devices and Computing (ESDC)

Self-related thought alterations associated with intrinsic brain dysfunction in mild cognitive impairment

Authors: Povilas Tarailis, Kim Lory, Paul G. Unschuld, Christoph M. Michel, Lucie Bréchet

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-13 (2025)

Subject Terms: Healthy aging, Cognitive decline, MCI patients, Resting-state EEG microstates, Self-related thought, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/9e3e0fbdbd5c44c9af277dcaea014c10

EEG Microstate Analysis of Transcranial Alternating Current Stimulation in Healthy People

Authors: Gao, Binbin, Suo, Dingjie, Yan, Tianyi, Zhang, Jianxu, Zhang, Jian, Funahashi, Shintaro, Wu, Jinglong

Source: 2022 16th ICME International Conference on Complex Medical Engineering (CME) Complex Medical Engineering (CME), 2022 16th ICME International Conference on. :165-168 Nov, 2022

Relation: 2022 16th ICME International Conference on Complex Medical Engineering (CME)

Association of autistic personality traits with the EEG scores in non-clinical subjects during the facial video viewing

Authors: A. N. Savostyanov, D. A. Kuleshov, D. I. Klemeshova, M. S. Vlasov, A. E. Saprygin

Source: Вавиловский журнал генетики и селекции, Vol 28, Iss 8, Pp 1018-1024 (2025)

Subject Terms: information-digital platforms in medicine, neurocomputation technologies, resting-state eeg, autistic personality traits, broad autism phenotype, self-referential processing, default-mode network, Genetics, QH426-470

File Description: electronic resource

Relation: https://vavilov.elpub.ru/jour/article/view/4422; https://doaj.org/toc/2500-3259

Access URL: https://doaj.org/article/13a6305098ba4dbb8f8266f686730d4d

Comparison of brain activity metrics in Chinese and Russian students while perceiving information referencing self or others

Authors: Q. Si, J. Tian, V. A. Savostyanov, D. A. Lebedkin, A. V. Bocharov, A. N. Savostyanov

Source: Вавиловский журнал генетики и селекции, Vol 28, Iss 8, Pp 982-992 (2025)

Subject Terms: neurocomputing technologies, hardware­-software module, data processing methods, self-­referential processes, resting­-state eeg, default-­mode network, interethnic differences, collectivism, Genetics, QH426-470

File Description: electronic resource

Relation: https://vavilov.elpub.ru/jour/article/view/4419; https://doaj.org/toc/2500-3259

Access URL: https://doaj.org/article/ddc216773ca54a26a5f7f1472a1eca5d

Spatiotemporal electroencephalography microstate analysis in disorders of consciousness

Authors: Chen, Liu, Shang, Liu, Chunguang, Chu, Jiang, Wang, Lihui, Cai

Source: 2022 41st Chinese Control Conference (CCC) Chinese Control Conference, 2022 41st. :3008-3013 Jul, 2022

Relation: 2022 41st Chinese Control Conference (CCC)

Effects of Microstate Dynamic Brain Network Disruption in Different Stages of Schizophrenia

Authors: Yan, T., Wang, G., Liu, T., Li, G., Wang, C., Funahashi, S., Suo, D., Pei, G.

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering IEEE Trans. Neural Syst. Rehabil. Eng. Neural Systems and Rehabilitation Engineering, IEEE Transactions on. 31:2688-2697 2023

EEG microstate syntax analysis: A review of methodological challenges and advances

Authors: David Haydock, Shabnam Kadir, Robert Leech, Chrystopher L. Nehaniv, Elena Antonova

Source: NeuroImage, Vol 309, Iss , Pp 121090- (2025)

Subject Terms: Neuroimaging, Electroencephalography, Biomarkers, Resting-state EEG, Cognition, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1053811925000928; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/2aa2136a79884173a488d75feb96534c

Electroencephalographic power spectrum patterns related to the intelligence of children with learning disorders

Authors: Benito Javier Martínez-Briones, Thalía Fernández, Juan Silva-Pereyra

Source: PeerJ, Vol 13, p e19138 (2025)

Subject Terms: Intelligence, Resting-state EEG, Power spectrum, Learning disorders, Learning disability, Children, Medicine, Biology (General), QH301-705.5

File Description: electronic resource

Relation: https://peerj.com/articles/19138.pdf; https://peerj.com/articles/19138/; https://doaj.org/toc/2167-8359

Access URL: https://doaj.org/article/66953dc673934ae7a26b78a68a2d50fe

Electroencephalographic Resting‐State Microstates are Unstable in Visual Snow Syndrome

Authors: Sarah A. Aeschlimann, Antonia Klein, Frédéric Zubler, Christoph J. Schankin, Matthias Ertl

Source: Brain and Behavior, Vol 15, Iss 3, Pp n/a-n/a (2025)

Subject Terms: EEG microstates, large‐scale network processing, neural network activity, resting‐state EEG, visual snow, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://doaj.org/toc/2162-3279

Access URL: https://doaj.org/article/3f9dc0a41fbe4c01901370234814076f

Removal of Physiological Artifacts from Electroencephalogram Signals: A Review and Case Study

Authors: Mahmood, Danyal, Nisar, Humaira, Voon, Yap Vooi

Source: 2021 IEEE 9th Conference on Systems, Process and Control (ICSPC 2021) Systems, Process and Control (ICSPC), 2021 IEEE 9th Conference on. :141-146 Dec, 2021

Relation: 2021 IEEE 9th Conference on Systems, Process and Control (ICSPC)