Variational mode decomposition-based EEG analysis for the classification of disorders of consciousness

Variational mode decomposition-based EEG analysis for the classification of disorders of consciousness

Aberrant alterations in any of the two dimensions of consciousness, namely awareness and arousal, can lead to the emergence of disorders of consciousness (DOC). The development of DOC may arise from more severe or targeted lesions in the brain, resulting in widespread functional abnormalities. Howev...

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Bibliographic Details
Main Authors: Sreelakshmi Raveendran, Raghavendra Kenchaiah, Santhos Kumar, Jayakrushna Sahoo, M. K. Farsana, Ravindranadh Chowdary Mundlamuri, Sonia Bansal, V. S. Binu, A. G. Ramakrishnan, Subasree Ramakrishnan, S. Kala
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Neuroscience
Subjects:
variational mode decomposition
disorders of consciousness
resting-state EEG
ensemble bagged tree
patient care
resource management
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2024.1340528/full

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https://www.frontiersin.org/articles/10.3389/fnins.2024.1340528/full

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