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Chaos, Fractal and Recurrence Quantification Analysis of Surface Electromyography in Muscular Dystrophy 被引量:1
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作者 Elio Conte Ken Ware +5 位作者 Riccardo Marvulli Giancarlo Ianieri Marisa Megna Sergio Conte Leonardo Mendolicchio enrico pierangeli 《World Journal of Neuroscience》 2015年第4期205-257,共53页
We analyze muscular dystrophy recorded by sEMG and use standard methodologies and nonlinear chaotic methods here including the RQA. We reach sufficient evidence that the sEMG signal contains a large chaotic component.... We analyze muscular dystrophy recorded by sEMG and use standard methodologies and nonlinear chaotic methods here including the RQA. We reach sufficient evidence that the sEMG signal contains a large chaotic component. We have estimated the correlation dimension (fractal measure), the largest Lyapunov exponent, the LZ complexity and the %Rec and %Det of the RQA demonstrating that such indexes are able to detect the presence of repetitive hidden patterns in sEMG which, in turn, senses the level of MU synchronization within the muscle. The results give also an interesting methodological indication in the sense that it evidences the manner in which nonlinear methods and RQA must be arranged and applied in clinical routine in order to obtain results of clinical interest. We have studied the muscular dystrophy and evidence that the continuous regime of chaotic transitions that we have in muscular mechanisms may benefit in this pathology by the use of the NPT treatment that we have considered in detail in our previous publications. 展开更多
关键词 CHAOS ANALYSIS Correlation Dimension LZ Complexity Recurrence Quantification ANALYSIS MUSCULAR DYSTROPHY CHAOS and FRACTAL Estimation by Surface ELECTROMYOGRAPHY
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Case Report: Generalized Mutual Information (GMI) Analysis of Sensory Motor Rhythm in a Subject Affected by Facioscapulohumeral Muscular Dystrophy after Ken Ware Treatment
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作者 Ken Ware Elio Conte +6 位作者 Riccardo Marvulli Giancarlo Ianieri Marisa Megna enrico pierangeli Sergio Conte Leonardo Mendolicchio Flavia Pellegrino 《World Journal of Neuroscience》 2015年第2期67-81,共15页
In this case report we study the dynamics of the SMR band in a subject affected from Facioscapulohumeral Muscular Dystrophy and subjected to Ken Ware Neuro Physics treatment. We use the Generalized Mutual Information ... In this case report we study the dynamics of the SMR band in a subject affected from Facioscapulohumeral Muscular Dystrophy and subjected to Ken Ware Neuro Physics treatment. We use the Generalized Mutual Information (GMI) to analyze in detail the SMR band at rest during the treatment. Brain dynamics responds to a chaotic-deterministic regime with a complex behaviour?that?constantly self-rearranges and self-organizes such dynamics in function of the outside require-ments. We demonstrate that the SMR chaotic dynamics responds directly to such regime and that also decreasing in EEG during muscular activity really increases its ability of self-arrangement and self-organization in brain. The proposed novel method of the GMI is arranged by us so that it may?be used in several cases of clinical interest. In the case of muscular dystrophy here examined,?GMI?enables us to quantify with accuracy the improvement that the subject realizes during such?treatment. 展开更多
关键词 Ken WARE Neuro Physics TREATMENT SMR Band GENERALIZED Mutual Information Chaotic Brain Dynamics
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Analysis of the Autonomic Regulation in a Case of Facioscapulohumeral Muscular Dystrophy after Ken Ware Treatment
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作者 Ken Ware Elio Conte +6 位作者 Riccardo Marvulli Giancarlo Ianieri Marisa Megna enrico pierangeli Sergio Conte Leonardo Mendolicchio Flavia Pellegrino 《World Journal of Neuroscience》 2015年第2期162-173,共12页
This is a study on autonomic neuroscience. In a previous paper in?[1], we studied a subject affected from facioscapulohumeral muscular dystrophy before and after Ken Ware treatment (NPT). Using the non linear methodol... This is a study on autonomic neuroscience. In a previous paper in?[1], we studied a subject affected from facioscapulohumeral muscular dystrophy before and after Ken Ware treatment (NPT). Using the non linear methodology of the Generalized Mutual Information (GMI) analysis of Sensory Motor Rhythm, we produced detailed results evidencing that the mentioned NPT treatment involved a net improvement of the patient under his subjective psychological condition, and in particular, under the neurological and sensory motor profile. We quantified with accuracy the improvement that the subject realized during such treatment. Of course, previous studies of several authors?have evidenced that muscular dystrophies are strongly linked to a profound ANS disfunction.Therefore, the aim of the present study was to analyze the ANS of the subject before and after the treatment. We performed analysis in time as well as in frequency domain and by using non linear?methods. The basic result of the paper was that, according to our analysis, the subjects started?with a serious ANS disfunction before the NPT treatment and that a net improvement was obtained after this therapy. All the examined parameters resulted strongly altered before the treatment and all they returned in the normal range after the NPT. 展开更多
关键词 Autonomic Neuroscience HRV ANALYSIS Ken WARE (NPT) TREATMENT Facioscapulohumeral MUSCULAR DYSTROPHY ANS Dysfunction
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Analysis of Brain-Neuromuscular Synchronization and Coupling Strength in Muscular Dystrophy after NPT Treatment
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作者 Elio Conte Ken Ware +5 位作者 Riccardo Marvulli Giancarlo Ianieri Marisa Megna Sergio Conte Leonardo Mendolicchio enrico pierangeli 《World Journal of Neuroscience》 2015年第4期302-321,共20页
We perform an analysis of brain-neuromuscular synchronization and coupling strength in muscular dystrophy before and after NPT treatment. In order to estimate with accuracy the level of brain synchronization, we intro... We perform an analysis of brain-neuromuscular synchronization and coupling strength in muscular dystrophy before and after NPT treatment. In order to estimate with accuracy the level of brain synchronization, we introduce and use the method of the cross GMI that was elaborated by Pompe. The finality is to account for the nonlinear chaotic dynamic contributions that regulate the dynamics. We find that this method is excellent and it may be applied in such case of sEMG and EEG study as well as at a general neurological level. By it we arrive to quantify the coupling strength and synchronization first between two muscular sections (left and right trapezes) and after between Brain activity, as recorded by the EEG, and the trapezes. We compare the results before and after the NPT treatment and we find that the improvement obtained following such treatment is very consistent. We have now in progress other studies relating in particular the application of such new methodologies to other more serious pathologies as the HSP (Hereditary Spastic Paraplegia). 展开更多
关键词 Chaos ANALYSIS Muscular DYSTROPHY BRAIN SYNCHRONIZATION ANALYSIS Generalized Mutual Information Surface Electromyography EEG
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Heart Rate Variability: On the Importance to Perform HRV Analysis in Subjects Affected from Muscular Dystrophy
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作者 Elio Conte Ken Ware +5 位作者 Riccardo Marvulli Giancarlo Ianieri Marisa Megna Sergio Conte Leonardo Mendolicchio enrico pierangeli 《World Journal of Cardiovascular Diseases》 2015年第6期141-149,共9页
This paper discusses a case of muscular dystrophy on which it has been performed HRV analysis. The results that we obtain evidence that the subject delineates a net ANS dysfunction. All the basic parameters relating s... This paper discusses a case of muscular dystrophy on which it has been performed HRV analysis. The results that we obtain evidence that the subject delineates a net ANS dysfunction. All the basic parameters relating standard time and frequency domain of HRV analysis result profoundly altered. Examination by Poicaré plot evidences in particular that the subject has an atrial fibrillation. Non linear indexes ApEn and Samp En evidence the very high condition of risk of the subject. The merging indication is for the cardiologist and scholars in cardiovascular disease to perform always ANS investigation in subjects in case of muscular dystrophy. After the NPT treatment, the subject obtains a net improvement. 展开更多
关键词 ANS Dysfunction in MUSCULAR DYSTROPHY HRV ANALYSIS Atrial FIBRILLATION
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