Music Therapy as a supporting method in the treatment of bipolar disorder by Oliwia, Agnieszka Ewelina Wojciechowska, Marek Jarosław Molenda, Maria Wachowska, Marta Szymura, Mateusz Paniak, Mateusz Romaniuk, Michał Brunon Krawczyk, Paweł Maciej Rycąbel, Wojciech Jan Sowiński

“…However, despite their effectiveness and many benefits, these methods may not always be sufficient—especially in treatment-resistant cases.   …”
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Application of the calculation method for calculating an economically justified land tax by A. V. Ilin

“…It is concluded that in case of disagreement of an organization or an individual with the amount of tax base, its revision is carried out within the framework of tax relations using the principle of economic feasibility and equality of taxation and calculation method developed by economic science to protect taxpayer’s rights.…”
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POSSIBILITIES OF USING CRYOSURGICAL METHOD IN TREATMENT OF DEPTH BRAIN TUMORS by A. I. Kholyavin, V. B. Nizkovolos, B. V. Martynov, D. V. Svistov, A. D. Anichkov, N. P. Alekseeva

“…Cryosurgical method is used in treatment of patients with glial tumors which localized in depth and functionally meaningful brain areas. …”
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First Electrochemical Method of Nitrothal-Isopropyl Determination in Water Samples by Dariusz Guziejewski, Agnieszka Nosal-Wiercińska, Sławomira Skrzypek, Witold Ciesielski, Sylwia Smarzewska

“…The repeatability of the method was determined at a nitrothal-isopropyl concentration level equal to 6.0 × 10−7 mol L−1 and expressed as RSD = 5.5% (n=6). …”
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Selection of the optimal type of fish pass using the Rembrandt method by Mateusz Hämmerling

“…Results and conclusions Results of calculations using Rembrandt’s multi-criteria decision support method indicated that according to the investor’s priorities the best fish pass was slot pass, for aquatic organisms - bypass channel, and calculations which assumed equal values for second level factors also point to slot pass.…”
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Theoretical Study of a Design Method for Underexcavation in Building Rectification by Jun-Hua Xiao, Jian-Ping Sun, Xin Zhang, Zong-Bao Jiang, Dao-Tong Guo

“…For buildings with shallow foundations embedded in natural soil sediments, the underexcavation method is often used to correct building inclination. …”
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Development of a personalized diet using the structural optimization method by A. B. Lisitsyn, I. M. Chernukha, M. А. Nikitina

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LAW ENFORCEMENT AS A METHOD OF PROVISION FOR NATIONAL TAX SECURITY by K. Maslov

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Innovative approach and method of conjugate-contour construction for Roots rotor by LI Yulong, LIU Ping, SONG Anran

“…Therefore, an innovative approach and method are proposed which is suitable not only for common known but also for current unknown conjugate-contour curves.MethodsThe concepts of engagement-distance as length and engagement-angle as direction of conjugate-vector from the pitch-point to the engagement-point was proposed, the intrinsic logic relation of engagement-distance and engagement-angle was summarized, and then the innovative approaches and methods of conjugate-contour construction were proposed.ResultsThe results show that different conjugate-vector functions uniquely determine different conjugate-contour shapes; different conjugate-contour shapes directly determine different output performance; the innovation of output performance is equivalent to the innovation of conjugate-contour; the engagement-angle is equal to the arc cosine function of the first derivative of engagement-distance to the rotation-angle of pitch-circle; the innovation of the conjugate-contour is equivalent to the innovation of the engagement-distance function. …”
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Effect of adhesive application method on repair bond strength of composite by Hee Kyeong Oh, Dong Hoon Shin

“…ObjectivesThis study aimed to evaluate the effect of the application method of universal adhesives on the shear bond strength (SBS) of repaired composites, applied with different thicknesses.Materials and MethodsThe 84 specimens (Filtek Z350 XT) were prepared, stored in distilled water for a week and thermocycled (5,000 cycles, 5°C to 55°C). …”
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Encrypted traffic classification method based on convolutional neural network by Rongna XIE, Zhuhong MA, Zongyu LI, Ye TIAN

“…Aiming at the problems of low accuracy, weak generality, and easy privacy violation of traditional encrypted network traffic classification methods, an encrypted traffic classification method based on convolutional neural network was proposed, which avoided relying on original traffic data and prevented overfitting of specific byte structure of the application.According to the data packet size and arrival time information of network traffic, a method to convert the original traffic into a two-dimensional picture was designed.Each cell in the histogram represented the number of packets with corresponding size that arrive at the corresponding time interval, avoiding reliance on packet payloads and privacy violations.The LeNet-5 convolutional neural network model was optimized to improve the classification accuracy.The inception module was embedded for multi-dimensional feature extraction and feature fusion.And the 1*1 convolution was used to control the feature dimension of the output.Besides, the average pooling layer and the convolutional layer were used to replace the fully connected layer to increase the calculation speed and avoid overfitting.The sliding window method was used in the object detection task, and each network unidirectional flow was divided into equal-sized blocks, ensuring that the blocks in the training set and the blocks in the test set in a single session do not overlap and expanding the dataset samples.The classification experiment results on the ISCX dataset show that for the application traffic classification task, the average accuracy rate reaches more than 95%.The comparative experimental results show that the traditional classification method has a significant decrease in accuracy or even fails when the types of training set and test set are different.However, the accuracy rate of the proposed method still reaches 89.2%, which proves that the method is universally suitable for encrypted traffic and non-encrypted traffic.All experiments are based on imbalanced datasets, and the experimental results may be further improved if balanced processing is performed.…”
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Management of Infected Gap Nonunion of Shaft of Femur by Ilizarov Method by Rooshad Ahmad Muhammad, Omer Ali Rafiq Barawi

“…The aim of this study was to evaluate the effectiveness of treating infected nonunion of femoral shaft by using Ilizarov method. Methods: in this prospective case series study, 13 patients with infected gap nonunion of femoral shaft were treated surgically with meticulous debridement and bone transport through application of Ilizarov ring fixator. …”
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SOYA LECITHINS QUALITY CONTROL USING THE NMR PULSE METHOD by E. V. Lisovaya, M. R. Zhane, O. S. Agafonov, E. P. Victorova

“…It has been shown that for the development of a method for determining the AN of liquid soya lecithins, it is necessary to carry out special sample preparation of the sample taking into account the parameters specified for soya lecithins, namely, the ratio of the system «soya lecithin - carbon tetrachloride (CCl4) - NaOH solution» should be equal to 1.0: 3.0: 0.6 ( by weight), and the duration of active contacting of the specified system should be at least 1.5 minutes The indicated sample preparation of samples of liquid soya lecithins will allow obtaining accurate and reproducible results of measuring the amplitude of NMR signals of soap protons, which is an analytical parameter characterizing the content of lipids exhibiting acidic properties in lecithin. …”
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Efficient diagnosis of diabetes mellitus using an improved ensemble method by Blessing Oluwatobi Olorunfemi, Adewale Opeoluwa Ogunde, Ahmad Almogren, Abidemi Emmanuel Adeniyi, Sunday Adeola Ajagbe, Salil Bharany, Ayman Altameem, Ateeq Ur Rehman, Asif Mehmood, Habib Hamam

“…The second phase employed the same algorithms alongside sequential ensemble methods—XG Boost, AdaBoostM1, and Gradient Boosting—using an average voting algorithm for binary classification. …”
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Telemedicine in Nerve Surgery: An Effective Method to Determine Indications for Surgery by Noah S. Llaneras, BS, Ruby L. Taylor, MD, Jonah P.M. Orr, MD, Rachel Alessio, BS, Carolyn Carper, BS, Brendan M. Patterson, MD, Susan E. Mackinnon, MD

“…We conducted a retrospective review comparing surgical decision-making via telemedicine versus in-person consultations, hypothesizing that in-office visits would be more effective in establishing a surgical plan than telemedicine. Methods:. A retrospective review of the medical records of all new patients presenting to the senior author’s nerve surgery clinic at a high-volume quaternary referral center between June 2020 and January 2023 was performed. …”
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MATERIALS USED IN THE ROAD BASES: METHOD OF THE RESIDUAL DEFORMATIONS’ CALCULATION by A. S. Aleksandrov, T. V. Semenova, N. P. Aleksandrova

“…Materials and methods. The authors performed the analysis of the models for calculating residual deformations accumulated by granular materials and under the influence of repeated loads. …”
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Optimization of Pretreatment Method for Tl Isotope Analysis of Geological Samples by Jinjie QI, Hongxia YU, Qinghong XU, Yonghai YUAN, Feng YANG, Huiping ZHANG

“…The thallium (Tl) isotope system can be utilized to track various geological processes, but the current sample digestion and ion exchange methods used for Tl isotope analysis take a long time. …”
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A Synergistic CNN-DF Method for Landslide Susceptibility Assessment by Jiangang Lu, Yi He, Lifeng Zhang, Qing Zhang, Jiapeng Tang, Tianbao Huo, Yunhao Zhang

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Comparison of the Demonstration-Observation-Assistance-Performance Method and the Traditional Teaching Method for Endotracheal Intubation Skill Acquisition on a Simulator in Medica... by Seni Potsangbam, Jonan Puni Kay, Md Nushrat

“…Conclusion: The DOAP and TT methods were equally effective for ETI skill acquisition and retention. …”
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Constant modulus algorithm for blind equalization under impulsive noise environments by GUO Ying1, QIU Tian-shuang1, TANG Hong1, PARK Yong-wan2

“…The presence of α stable distributed ambient channel noise in wireless systems can degrade the per-formance of existing constamt modulus（CM） equalizers.The problem of blind equalization in noisy communication channels was investigated by addressing the negative effects of heavy-tailed noise to the original constant modulus algorithm based on a stochastic gradient descent（SGD-CMA）.Two modified algorithms were proposed.The first is robust CM algorithm based on SGD（SGD-RCMA） and the second is robust CM based on recursive least square（RLS-RCMA） novel methods are robust under both Gaussian and α stable distributed ambient noise environments.And compared to SGD-RCMA method,the RLS-RCMA method has a significantly faster convergence rate and more powerful ISI impressing ability.…”
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