1,581 research outputs found
Electroluminescence and photoluminescence of Ge-implanted Si/SiO_2/Si structures
Electroluminescent devices were fabricated in SiO_2 films containing Ge nanocrystals formed by ion implantation and precipitation during annealing at 900βΒ°C, and the visible roomβtemperature electroluminescence and photoluminescence spectra were found to be broadly similar. The electroluminescent devices have an onset for emission in reverse bias of approximately β10 V, suggesting that the mechanism for carrier excitation may be an avalanche breakdown caused by injection of hot carriers into the oxide. The electroluminescent emission was stable for periods exceeding 6 h
The role of quantum-confined excitons vs defects in the visible luminescence of SiO2 films containing Ge nanocrystals
Synthesis of Ge nanocrystals in SiO2 films is carried out by precipitation from a supersaturated solid solution of Ge in SiO2 made by Ge ion implantation. The films exhibit strong room-temperature visible photoluminescence. The measured photoluminescence peak energy and lifetimes show poor correlations with nanocrystal size compared to calculations involving radiative recombination of quantum-confined excitons in Ge quantum dots. In addition, the photoluminescence spectra and lifetime measurements show only a weak temperature dependence. These observations strongly suggest that the observed visible luminescence in our samples is not due to the radiative recombination of quantum-confined excitons in Ge nanocrystals. Instead, observations of similar luminescence in Xe+ -implanted samples and reversible PL quenching by hydrogen or deuterium suggest that radiative defect centers in the SiO2 matrix are responsible for the observed luminescence
Defect-related versus excitonic visible light emission from ion beam synthesized Si nanocrystals in SiO2
Two sources of room temperature visible luminescence are identified from SiO2 films containing ion beam synthesized Si nanocrystals. From a comparison of luminescence spectra and photoluminescence decay lifetime measurements between Xe + -implanted SiO2 films and SiO2 films containing Si nanocrystals, a luminescence feature attributable to defects in the SiO2 matrix is unambiguously identified. Hydrogen passivation of the films selectively quenches the matrix defect luminescence, after which luminescence attributable to Si nanocrystals is evident, with a lifetime on the order of milliseconds. The peak energy of the remaining luminescence attributable to Si nanocrystals ``redshifts'' as a function of different processing parameters that might lead to increased nanocrystal size and the intensity is directly correlated to the formation of Si nanocrystals. Upon further annealing hydrogen-passivated samples at low temperatures (< 500 Β°C), the intensity of nanocrystal luminescence increases by more than a factor of 10
Efficient semi-analytical integration of vortex sheet influence in 3D vortex method
The original numerical scheme is developed for vortex sheet intensity computation for 3D incompressible flow simulation using meshless Lagrangian vortex methods. It is based on tangential components of the velocity boundary condition satisfaction on the body surface instead of widespread condition for normal components. For the body triangulated surface the corresponding integral equation is approximated by the system of linear algebraic equations, which dimension is doubled number of triangular panels. Vortex layer intensity on the panels assumed to be piecewise-constant.
The coefficients of the matrix are expressed through double integrals over the influ- ence and control panels. When these panels have common edge or common vertex these integrals become improper. In order to compute them it is necessary to exclude the sin- gularities, i.e., to split the integrals into regular and singular parts. Regular parts are expressed by smooth functions, so they can be integrated numerically with high precision by using Gaussian quadrature formulae. For singular parts exact analytical integration formulae are derived.
The developed approach allows to raise significantly the accuracy of vortex layer in- tensity computation in vortex method for flow simulation around arbitrary 3D bodies. The test problem of flow simulation around the sphere is considered. The exact analyt- ical solution is known for it, and the developed numerical scheme provides more accurate results in comparison with βclassicalβ 3D vortex method, especially when non-uniform un- structured triangular meshes are used for bodies surface representation. It allows to use arbitrary triangular mesh on body surface and to refine mesh near sharp edges, what is especially important for flow simulation around bodies with complicated geometry
Lagrangian vortex loops method for hydrodynamic loads computation in 3D incompressible flows
A new approach is developed for incompressible 3D flow simulation around bodies by Lagrangian vortex method. Closed vortex loops are considered as vortex elements, which are generated on all the body surface and provide the satisfaction of the no-slip boundary condition. The procedure of double layer potential density reconstruc- tion is considered, which consists of two steps. Firstly, the integral equation with respect to vortex sheet intensity is solved, which expresses the equality between the tangential components of flow velocity limit value and the body surface velocity. It is solved by using Galerkin approach. Secondly, the least-squares procedure is implemented, which permits to find nodal values of the double layer potential density. It is shown that the developed algorithm makes it possible to improve significantly the quality of solution for the bodies with very complicated geometry and low-quality surface meshes. The combination of this approach with vortex wake modelling with vortex loops, permits to simulate unsteady flows with higher resolution with acceptable numerical complexity. It can be useful for CFD applications and visual effects reproducing in computer graphics
ABSTRACT MODELS FOR SYSTEM VIRTUALIZATION
The paper is dedicated to issues of system objects securing (system files and user system or application configuration files) against unauthorized access including denial of service attacks. We have suggested the method and developed abstract system virtualization models, which are used toresearch attack scenarios for different virtualization modes. Estimation for system tools virtualization technology effectiveness is given. Suggested technology is based on redirection of access requests to system objects shared among access subjects. Whole and partial system virtualization modes have been modeled. The difference between them is the following: in the whole virtualization mode all copies of access system objects are created whereon subjectsβ requests are redirected including corresponding application objects;in the partial virtualization mode corresponding copies are created only for part of a system, for example, only system objects for applications. Alternative solutions effectiveness is valued relating to different attack scenarios. We consider proprietary and approved technical solution which implements system virtualization method for Microsoft Windows OS family. Administrative simplicity and capabilities of correspondingly designed system objects security tools are illustrated on this example. Practical significance of the suggested security method has been confirmed
Two-Fluid RANS-RSTM-PDF Model for Turbulent Particulate Flows
A novel three-dimensional (3D) model based on Reynolds turbulence stress model (RSTM) closure of equations of carrier and particulate phases was elaborated for channel turbulent flows. The essence of the model is the direct calculation of normal and shear components of the Reynolds stresses for the particulate phase similar to the carrier fluid. The model is based on the Eulerian approach, which is applied for the 3D RANS modeling of the carrier flow and the particulate phase and the statistical probability dense function (PDF) approach focusing on the mathematical description of the second moments of the particulate phase
Organizational and Technical Support for Remote Work of Employees in the Conditions of Industrial Production Diversification
The article is devoted to the analysis of a very relevant topic at present: the process of transferring employees (employees) of an organization (company, firm, Department etc.) to a remote (remote) mode of operation, and thus creating a so-called virtual office. For the most part, the translation algorithm and organizational and technical support of the virtual office creation process are typical (universal). However, there is certain specificity in the organization and implementation of this process in relation to engineering organizations and high-tech industrial enterprises, due to the peculiarities of their activities in modern conditions of diversification of industrial production at the enterprises of the defense-industrial complex
ΠΠΌΠΈΠ½ΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠΏΠΎΠΊΡΠΈΠ΄ΠΎΠ² ΠΊΠ°ΠΊ ΡΠ΄ΠΎΠ±Π½ΡΠΉ ΡΠΏΠΎΡΠΎΠ± ΡΠΈΠ½ΡΠ΅Π·Π° Π»ΠΈΠΏΠΎΡΠΈΠ»ΡΠ½ΡΡ ΠΏΠΎΠ»ΠΈΠ°ΠΌΠΈΠ½ΠΎΠ²
Objectives. Alkylated derivatives of polyamines are able to block the growth of cancer cells due to their embedding into the polyamine biosynthesis mechanisms. The study aimed to synthesize lipophilic derivatives of norspermine or triethylenetetramine based on the formation of a CβN bond during the opening of the oxirane ring by primary amines to expand a number of synthetic polyamine derivatives with antitumor activity.Methods. The starting compoundsβglycidol alcoholate or epichlorohydrinβwere reacted with hexadecyl bromide or sodium hexadecanolate to give glycidyl hexadecyl ether. The key reaction for the preparation of lipophilic polyamines was the amination of lipophilic epoxides with polyamines in the presence of calcium triflate. Acylation of the hydroxyl group formed during the opening of oxirane was carried out by the action of 4-dimethylaminopyridine and acetic anhydride. The introduction of an alkyl substituent in the presence of sodium hydride led to intramolecular cyclization with the formation of an oxoazolidine cycle. The regioselectivity of the oxirane ring opening reaction at the C(1) position of glycerol was confirmed by two-dimensional heteronuclear {1H,13C} nuclear magnetic resonance spectroscopy.Results. An approach to the synthesis of novel lipophilic polyamines based on the catalytic amination of epoxides was developed and tested. Compounds based on norspermine and triethylentetramine containing a hydroxyl group at the C(2) atom of the glycerin backbone were obtained. For norspermine derivatives, the hydroxyl group was modified: an acetyl substituent was introduced and a derivative containing an oxoazolidine cycle was obtained.Conclusions. The obtained lipophilic polyamines can be considered as potential antitumor agents, for which cytotoxicity against various cancer cells will be evaluated in the future.Π¦Π΅Π»ΠΈ. ΠΠ»ΠΊΠΈΠ»ΠΈΡΠΎΠ²Π°Π½Π½ΡΠ΅ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄Π½ΡΠ΅ ΠΏΠΎΠ»ΠΈΠ°ΠΌΠΈΠ½ΠΎΠ² ΡΠΏΠΎΡΠΎΠ±Π½Ρ Π±Π»ΠΎΠΊΠΈΡΠΎΠ²Π°ΡΡ ΡΠΎΡΡ ΡΠ°ΠΊΠΎΠ²ΡΡ
ΠΊΠ»Π΅ΡΠΎΠΊ Π·Π° ΡΡΠ΅Ρ Π²ΡΡΡΠ°ΠΈΠ²Π°Π½ΠΈΡ Π² ΠΌΠ΅Ρ
Π°Π½ΠΈΠ·ΠΌΡ Π±ΠΈΠΎΡΠΈΠ½ΡΠ΅Π·Π° ΠΏΠΎΠ»ΠΈΠ°ΠΌΠΈΠ½ΠΎΠ². Π¦Π΅Π»Ρ ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°Π½ΠΈΡ β ΡΠΈΠ½ΡΠ΅Π·ΠΈΡΠΎΠ²Π°ΡΡ Π½ΠΎΠ²ΡΠ΅ Π»ΠΈΠΏΠΎΡΠΈΠ»ΡΠ½ΡΠ΅ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄Π½ΡΠ΅ Π½ΠΎΡΡΠΏΠ΅ΡΠΌΠΈΠ½Π° ΠΈΠ»ΠΈ ΡΡΠΈΡΡΠΈΠ»Π΅Π½ΡΠ΅ΡΡΠ°ΠΌΠΈΠ½Π°, ΠΎΡΠ½ΠΎΠ²Π°Π½Π½ΡΠ΅ Π½Π° ΡΠΎΡΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΠΈ ΡΠ²ΡΠ·ΠΈ CβN ΠΏΡΠΈ ΡΠ°ΡΠΊΡΡΡΠΈΠΈ ΠΎΠΊΡΠΈΡΠ°Π½ΠΎΠ²ΠΎΠ³ΠΎ ΠΊΠΎΠ»ΡΡΠ° ΠΏΠ΅ΡΠ²ΠΈΡΠ½ΡΠΌΠΈ Π°ΠΌΠΈΠ½Π°ΠΌΠΈ, Π΄Π»Ρ ΡΠ°ΡΡΠΈΡΠ΅Π½ΠΈΡ ΡΡΠ΄Π° ΡΠΈΠ½ΡΠ΅ΡΠΈΡΠ΅ΡΠΊΠΈΡ
ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄Π½ΡΡ
ΠΏΠΎΠ»ΠΈΠ°ΠΌΠΈΠ½ΠΎΠ², ΠΎΠ±Π»Π°Π΄Π°ΡΡΠΈΡ
ΠΏΡΠΎΡΠΈΠ²ΠΎΠΎΠΏΡΡ
ΠΎΠ»Π΅Π²ΠΎΠΉ Π°ΠΊΡΠΈΠ²Π½ΠΎΡΡΡΡ.ΠΠ΅ΡΠΎΠ΄Ρ. ΠΡΡ
ΠΎΠ΄Π½ΡΠ΅ ΡΠΎΠ΅Π΄ΠΈΠ½Π΅Π½ΠΈΡ β Π°Π»ΠΊΠΎΠ³ΠΎΠ»ΡΡ Π³Π»ΠΈΡΠΈΠ΄ΠΎΠ»Π° ΠΈΠ»ΠΈ ΡΠΏΠΈΡ
Π»ΠΎΡΠ³ΠΈΠ΄ΡΠΈΠ½ β Π²Π²ΠΎΠ΄ΠΈΠ»ΠΈ Π²ΠΎ Π²Π·Π°ΠΈΠΌΠΎΠ΄Π΅ΠΉΡΡΠ²ΠΈΠ΅ Ρ Π³Π΅ΠΊΡΠ°Π΄Π΅ΡΠΈΠ»Π±ΡΠΎΠΌΠΈΠ΄ΠΎΠΌ ΠΈΠ»ΠΈ Π³Π΅ΠΊΡΠ°Π΄Π΅ΡΠΈΠ»Π°ΡΠΎΠΌ Π½Π°ΡΡΠΈΡ, ΠΏΠΎΠ»ΡΡΠ°Ρ Π³Π΅ΠΊΡΠ°Π΄Π΅ΡΠΈΠ»Π³Π»ΠΈΡΠΈΠ΄ΠΈΠ»ΠΎΠ²ΡΠΉ ΡΡΠΈΡ. ΠΠ»ΡΡΠ΅Π²ΠΎΠΉ ΡΠ΅Π°ΠΊΡΠΈΠ΅ΠΉ ΠΏΠΎΠ»ΡΡΠ΅Π½ΠΈΡ Π»ΠΈΠΏΠΎΡΠΈΠ»ΡΠ½ΡΡ
ΠΏΠΎΠ»ΠΈΠ°ΠΌΠΈΠ½ΠΎΠ² ΡΠ²Π»ΡΠ»ΠΎΡΡ Π°ΠΌΠΈΠ½ΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ Π»ΠΈΠΏΠΎΡΠΈΠ»ΡΠ½ΡΡ
ΡΠΏΠΎΠΊΡΠΈΠ΄ΠΎΠ² ΠΏΠΎΠ»ΠΈΠ°ΠΌΠΈΠ½Π°ΠΌΠΈ Π² ΠΏΡΠΈΡΡΡΡΡΠ²ΠΈΠΈ ΡΡΠΈΡΠ»Π°ΡΠ° ΠΊΠ°Π»ΡΡΠΈΡ. ΠΡΠΈΠ»ΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ Π³ΠΈΠ΄ΡΠΎΠΊΡΠΈΠ»ΡΠ½ΠΎΠΉ Π³ΡΡΠΏΠΏΡ, ΠΎΠ±ΡΠ°Π·ΠΎΠ²Π°Π²ΡΠ΅ΠΉΡΡ Π² Ρ
ΠΎΠ΄Π΅ ΡΠ°ΡΠΊΡΡΡΠΈΡ ΠΎΠΊΡΠΈΡΠ°Π½Π°, ΠΏΡΠΎΠ²ΠΎΠ΄ΠΈΠ»ΠΈ Π΄Π΅ΠΉΡΡΠ²ΠΈΠ΅ΠΌ 4-Π΄ΠΈΠΌΠ΅ΡΠΈΠ»Π°ΠΌΠΈΠ½ΠΎΠΏΠΈΡΠΈΠ΄ΠΈΠ½Π° ΠΈ ΡΠΊΡΡΡΠ½ΠΎΠ³ΠΎ Π°Π½Π³ΠΈΠ΄ΡΠΈΠ΄Π°. ΠΠ²Π΅Π΄Π΅Π½ΠΈΠ΅ Π°Π»ΠΊΠΈΠ»ΠΈΠ»ΡΠ½ΠΎΠ³ΠΎ Π·Π°ΠΌΠ΅ΡΡΠΈΡΠ΅Π»Ρ Π² ΠΏΡΠΈΡΡΡΡΡΠ²ΠΈΠΈ Π³ΠΈΠ΄ΡΠΈΠ΄Π° Π½Π°ΡΡΠΈΡ ΠΏΡΠΈΠ²ΠΎΠ΄ΠΈΠ»ΠΎ ΠΊ Π²Π½ΡΡΡΠΈΠΌΠΎΠ»Π΅ΠΊΡΠ»ΡΡΠ½ΠΎΠΉ ΡΠΈΠΊΠ»ΠΈΠ·Π°ΡΠΈΠΈ Ρ ΠΎΠ±ΡΠ°Π·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ ΠΎΠΊΡΠΎΠ°Π·ΠΎΠ»ΠΈΠ΄ΠΈΠ½ΠΎΠ²ΠΎΠ³ΠΎ ΡΠΈΠΊΠ»Π°. Π Π΅Π³ΠΈΠΎΡΠ΅Π»Π΅ΠΊΡΠΈΠ²Π½ΠΎΡΡΡ ΡΠ΅Π°ΠΊΡΠΈΠΈ ΡΠ°ΡΠΊΡΡΡΠΈΡ ΠΎΠΊΡΠΈΡΠ°Π½ΠΎΠ²ΠΎΠ³ΠΎ ΡΠΈΠΊΠ»Π° ΠΏΠΎ C(1) ΠΏΠΎΠ»ΠΎΠΆΠ΅Π½ΠΈΡ Π³Π»ΠΈΡΠ΅ΡΠΈΠ½Π° ΠΏΠΎΠ΄ΡΠ²Π΅ΡΠΆΠ΄Π°Π»ΠΈ Π΄Π²ΡΠΌΠ΅ΡΠ½ΠΎΠΉ Π³Π΅ΡΠ΅ΡΠΎΡΠ΄Π΅ΡΠ½ΠΎΠΉ {1H,13C} ΡΠΏΠ΅ΠΊΡΡΠΎΡΠΊΠΎΠΏΠΈΠ΅ΠΉ ΡΠ΄Π΅ΡΠ½ΠΎΠ³ΠΎ ΠΌΠ°Π³Π½ΠΈΡΠ½ΠΎΠ³ΠΎ ΡΠ΅Π·ΠΎΠ½Π°Π½ΡΠ°.Π Π΅Π·ΡΠ»ΡΡΠ°ΡΡ. Π Π°Π·ΡΠ°Π±ΠΎΡΠ°Π½ ΠΈ Π°ΠΏΡΠΎΠ±ΠΈΡΠΎΠ²Π°Π½ ΠΏΠΎΠ΄Ρ
ΠΎΠ΄ ΠΊ ΡΠΈΠ½ΡΠ΅Π·Ρ Π½ΠΎΠ²ΡΡ
Π»ΠΈΠΏΠΎΡΠΈΠ»ΡΠ½ΡΡ
ΠΏΠΎΠ»ΠΈΠ°ΠΌΠΈΠ½ΠΎΠ², ΠΎΡΠ½ΠΎΠ²Π°Π½Π½ΡΠΉ Π½Π° ΠΊΠ°ΡΠ°Π»ΠΈΡΠΈΡΠ΅ΡΠΊΠΎΠΌ Π°ΠΌΠΈΠ½ΠΈΡΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠΏΠΎΠΊΡΠΈΠ΄ΠΎΠ². ΠΠΎΠ»ΡΡΠ΅Π½Ρ ΡΠΎΠ΅Π΄ΠΈΠ½Π΅Π½ΠΈΡ Π½Π° ΠΎΡΠ½ΠΎΠ²Π΅ Π½ΠΎΡΡΠΏΠ΅ΡΠΌΠΈΠ½Π° ΠΈ ΡΡΠΈΡΡΠΈΠ»Π΅Π½ΡΠ΅ΡΡΠ°ΠΌΠΈΠ½Π°, ΡΠΎΠ΄Π΅ΡΠΆΠ°ΡΠΈΠ΅ Π³ΠΈΠ΄ΡΠΎΠΊΡΠΈΠ»ΡΠ½ΡΡ Π³ΡΡΠΏΠΏΡ ΠΏΡΠΈ Π‘(2) Π°ΡΠΎΠΌΠ΅ Π³Π»ΠΈΡΠ΅ΡΠΈΠ½ΠΎΠ²ΠΎΠ³ΠΎ ΠΎΡΡΠΎΠ²Π°. ΠΠ»Ρ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄Π½ΡΡ
Π½ΠΎΡΡΠΏΠ΅ΡΠΌΠΈΠ½Π° ΠΏΡΠΎΠ²Π΅Π΄Π΅Π½Π° ΠΌΠΎΠ΄ΠΈΡΠΈΠΊΠ°ΡΠΈΡ Π³ΠΈΠ΄ΡΠΎΠΊΡΠΈΠ»ΡΠ½ΠΎΠΉ Π³ΡΡΠΏΠΏΡ: Π²Π²Π΅Π΄Π΅Π½ Π°ΡΠ΅ΡΠΈΠ»ΡΠ½ΡΠΉ Π·Π°ΠΌΠ΅ΡΡΠΈΡΠ΅Π»Ρ ΠΈ ΠΏΠΎΠ»ΡΡΠ΅Π½ΠΎ ΠΏΡΠΎΠΈΠ·Π²ΠΎΠ΄Π½ΠΎΠ΅, ΡΠΎΠ΄Π΅ΡΠΆΠ°ΡΠ΅Π΅ ΠΎΠΊΡΠΎΠ°Π·ΠΎΠ»ΠΈΠ΄ΠΈΠ½ΠΎΠ²ΡΠΉ ΡΠΈΠΊΠ».ΠΡΠ²ΠΎΠ΄Ρ. ΠΠΎΠ»ΡΡΠ΅Π½Π½ΡΠ΅ Π»ΠΈΠΏΠΎΡΠΈΠ»ΡΠ½ΡΠ΅ ΠΏΠΎΠ»ΠΈΠ°ΠΌΠΈΠ½Ρ ΠΌΠΎΠΆΠ½ΠΎ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°ΡΡ ΠΊΠ°ΠΊ ΠΏΠΎΡΠ΅Π½ΡΠΈΠ°Π»ΡΠ½ΡΠ΅ ΠΏΡΠΎΡΠΈΠ²ΠΎΠΎΠΏΡΡ
ΠΎΠ»Π΅Π²ΡΠ΅ Π°Π³Π΅Π½ΡΡ, Π΄Π»Ρ ΠΊΠΎΡΠΎΡΡΡ
Π² Π΄Π°Π»ΡΠ½Π΅ΠΉΡΠ΅ΠΌ Π±ΡΠ΄Π΅Ρ ΠΏΡΠΎΠ²Π΅Π΄Π΅Π½Π° ΠΎΡΠ΅Π½ΠΊΠ° ΡΠΈΡΠΎΡΠΎΠΊΡΠΈΡΠ½ΠΎΡΡΠΈ ΠΏΡΠΎΡΠΈΠ² ΡΠ°Π·Π»ΠΈΡΠ½ΡΡ
ΡΠ°ΠΊΠΎΠ²ΡΡ
ΠΊΠ»Π΅ΡΠΎΠΊ
Algorithm for selecting predictors and prognosis of atrial fibrillation in patients with coronary artery disease after coronary artery bypass grafting
Aim. To develop an algorithm for selecting predictors and prognosis of atrial fibrillation (AF) in patients with coronary artery disease (CAD) after coronary artery bypass grafting (CABG).Material and methods. This retrospective study included 886 case histories of patients with CAD aged 35 to 81 years (median age, 63 years; 95% confidence interval [63; 64]), who underwent isolated CABG under cardiopulmonary bypass. Eighty-five patients with prior AF were excluded from the study. Two groups of persons were identified, the first of which consisted of 153 (19,1%) patients with newly recorded AF episodes, the second β 648 (80,9%) patients without cardiac arrhythmias. Preoperative clinical and functional status was assessed using 100 factors. Chi-squared, Fisher, and Mann-Whitney tests, as well as univariate logistic regression (LR) were used for data processing and analysis. Multivariate LR and artificial neural networks (ANN) were used to develop predictive models. The boundaries of significant ranges of potential predictors were determined by stepwise assessment of the odds ratio and p-value. The model accuracy was assessed using 4 metrics: area under the ROC-curve (AUC), sensitivity, specificity, and accuracy.Results. A comprehensive analysis of preoperative status of patients made it possible to identify 11 factors with the highest predictive potential, linearly and nonlinearly associated with postoperative AF (PAF). These included age (55-74 years for men and 60-78 years for women), anteroposterior and superior-inferior left atrial dimensions, transverse and longitudinal right atrial dimensions, tricuspid valve regurgitation, left ventricular end systolic dimension >49 mm, RR length of 1000-1100 ms, PQ length of 170-210 ms, QRS length of 50-80 ms, QT >420 ms for men and >440 ms for women, and heart failure with ejection fraction of 4560%. The metrics of the best predictive ANN model were as follows: AUC β 0,75, specificity β 0,73, sensitivity β 0,74, and accuracy β 0,73. These values in best model based on multivariate LR were lower (0,75; 0,7; 0,68 and 0,7, respectively).Conclusion. The developed algorithm for selecting predictors made it possible to verify significant predictive ranges and weight coefficients characterizing their influence on PAF development. The predictive model based on ANN has a higher accuracy than multivariate HR
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