Online ISSN: 2515-8260

Keywords : entropy


TUNABLE-Q WAVELET TRANSFORM BASED ENTROPY MEASURES FOR IDENTIFICATION OF EPILEPTIC SEIZURES

Nazia Parveen; Syed Hasan Saeed

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 11, Pages 4702-4717

The accurate location of epileptic seizures by interpreting an EEG (Electroencephalogram) signal is highly demanding and involves skilled neurologists. In this study, the EEG is analyzed using the Tunable-Q Wavelet Transform (TQWT) method for identifying seizures by splitting an EEG signal into several sub-bands. The entropy computed for each sub-band signifies the nonlinearity in an EEG signal. The other novel parameters viz correntropy, centered correntropy (CCE) and correntropy coefficient assess the nonlinearity of EEG signal and forms the basis for classification. The study has been done on the freely accessible Bonn University EEG database and outperforms in terms of complexity. When contrasted to the existing state-of-the-art methods, 100% accuracy has been achieved in discriminating seizure, seizure-free signals, and non-seizure EEG signals using Random Forest Classifier. Moreover, the computation of the proposed features is fast, and the system is easy to implement.

Energy-Entropic Analysis Of Agroforesolandscapes Soils

Rulev G.A

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 2, Pages 4484-4491

Soil samples were taken at the Novaya Panika test site (Frolovsky district, Volgograd region). Dark chestnut soils are represented by varieties of dark loamy and medium loamy on loess-like loams, and light loamy on deluvial loams, represented by sandy deposits. The ratio of the coarse fraction to the fine fraction did not reveal sharp fluctuations in changes in the structure. Differences in indicators occur at such small levels (thousandths and tens of thousandths) that this only indicates an even greater detail of thermodynamic units. The general indicator of a variety of light loamy, medium loamy, heavy loamy dark chestnut soil, destruction associated with erosion, deflation, various types of anthropogenic influences or the synthesis of neoplasms, revealed an entropy indicator (Пs) and energy (ПG) (ПH) equal to 0,5 units. The results of the thermodynamic approach to assessing the intensity of soil formation considered in this work show the broad possibilities of thermodynamic methods. Using the approaches of different scientists in the article on the basis of our data on the granulometric composition and gross chemical composition to the energy of soils, taking into account the entropy and energy components, revealed the importance of the dispersion of matter in their energy intensity. The greatest potential of residual energy is present in the silty fraction of loam varieties of the subtype of dark chestnut soils.

An Action of Superlow Power EHF Radiation on Some Microbes in Vitro, Human Erythrocytes and the Functional Status of a Person

Felix A. Pyatakovich; Tatyana I. Yakunchenko; Kristina F. Makkonen; Olga V. Mevsha; Olga N. Moryleva; Sergio Stagnaro; Simone Caramel

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 2, Pages 110-114

This paper is devoted to the analysis of advanced scientific research about the role of
superlow intensity EHF effects on biological objects, including people. In this
investigation was utilized Gunn diode with the flow of electromagnetic radiation
superlow intensity of 10 μW and frequency 40-43 GHz. The estimation of the influence
of the millimeter radiation on staphylococcus aureus, E.coli, and the native blood has
been performed. It was shown the death of staphylococcus is associated with the
frequency of modulation signals of the radiation. The EHF irradiation of bacterial
suspension for one minute leads to the short-term disorders of motor function of
E.coli. Exposure by EHF of the super weak intensity causes inhibition of red blood cell
function, which manifests itself in a decrease in their ability to aggregate. Our
experimental data also prove that intake of water activated by means of EHF radiation
modifies the functional status of patients.

Adsorption Energetics In Zsm-5 Zeolites

Kuldasheva Shakhnoza Abdulazizovna; Yakubov Yuldosh Yusupboyevich; Abdulhaev Tolibjon Dolimjonovich; Rakhimova Latofat Sobirjonovna

European Journal of Molecular & Clinical Medicine, 2020, Volume 7, Issue 7, Pages 887-901

This article highlights the study on the determination of differential heat, isotherm, thermokinetics and entropy of water, carbon dioxide, normal heptane, benzene, methanol, ethanol adsorption on ZSM-5 zeolites, using adsorption-calorimetric method at a temperature of 303 K. The type and number of formed ion-molecular complexes, as well, the mechanism of adsorption of the studied molecules were ascertained. In the zeolite structure, thermokinetics of adsorption and the discovery of the migration laws of exchange cations are considered the adsorption energy of gases and vapors in a flawless zeolite. From the beginning to the saturation, the adsorption isotherm was described by the two- and three-term mathematical equations of STMP.