Compression-Based Complexity Analysis of Thalamic EEG Using Multiscale Preprocessing Techniques

Quantifying the complexity of biomedical signals offers critical insight into underlying physiological and pathological dynamics. This study systematically evaluates compression-based complexity measures—Effort-to-Compress (ETC) and Lempel-Ziv Complexity (LZC)—and compares them with cl...

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Autors principals:	Poornima Mohan, Karthi Balasubramanian, Nithin Nagaraj, Gayathri R. Prabhu, Sandipan Pati
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2025-01-01
Col·lecció:	IEEE Access
Matèries:	Compression complexity effort-to-compress (ETC) Lempel-Ziv complexity (LZC) thalamic EEG discrete wavelet transform (DWT)
Accés en línia:	https://ieeexplore.ieee.org/document/11282434/
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