Assessing EEG Slow Wave Activity during Anesthesia using Hilbert-Huang Transform

Kortelainen, Jukka ;   Väyrynen, Eero

Tags Empirical mode decomposition in biosignal analysisNonstationary processing of biomedical signalsTime-frequency analysis of biosignals

Slow waves (< 1 Hz) are considered to be the most important electroencephalogram (EEG) signature of non-rapid eye movement sleep and have...

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Combination of Signal Segmentation Approaches using Fuzzy Decision Making

Azami, Hamed ;   Escudero, Javier

Tags Empirical mode decomposition in biosignal analysisNonstationary processing of biomedical signalsTime-frequency analysis of biosignals

Segmentation is an important stage in signal analysis, and its performance evaluation plays a significant role in the efficiency of the...

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Empirical Mode Decomposition of Digital Mammograms for the Statistical based Characterization of Architectural Distortion

Zyout, Imad ;   Togneri, Roberto

Tags Empirical mode decomposition in biosignal analysisNeural networks in biosignal processing and classification

Among the different and common mammographic signs of the early-stage breast cancer, the architectural distortion is the most difficult to be...

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Empirical Mode Decomposition of Multiple ECG Leads for Catheter Ablation Long-Term Outcome Prediction in Persistent Atrial Fibrillation

Hidalgo-Muñoz, Antonio R. ;   Tome, Ana Maria ;   Latcu, Decebal Gabriel ;   Zarzoso, Vicente

Tags Empirical mode decomposition in biosignal analysisPattern recognition methods for data mining in biosignalsBlind source separation

Predictive models arouse increasing interest in clinical practice, not only to improve successful intervention rates but also to extract...

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Eye Blink Artifact Rejection in Single-Channel Electroencephalographic Signals by Combining Complete Ensemble Empirical Mode Decomposition and Independent Component Analysis

Kanoga, Suguru ;   Mitsukura, Yasue

Tags Blind source separationEmpirical mode decomposition in biosignal analysisTime-scale and wavelets

To study an eye blink artifact rejection scheme from single-channel electroencephalographic (EEG) signals has been now a major challenge in...

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Localization of Brain Activities using Multiway Analysis of EEG Tensor via EMD and Reassigned TF Representation

Pouryazdian, Saeed ;   Beheshti, Soosan ;   Krishnan, Sridhar

Tags Multivariate signal processingEmpirical mode decomposition in biosignal analysisData mining in biosignals

Electroencephalogram (EEG) is widely used for monitoring, diagnosis purposes and also for study of brain’s physiological, mental and functional...

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