METHOD OF DETECTION OF RESIDUAL TISSUES IN RECURRENT OPERATIONS ON THE THYROID GLAND by A. V. Gostimskiy, A. F. Romanchishen, I. V. Zaitseva, Yu. V. Kuznetsova

“…The residual tissues of the thyroid gland accurately visualized during the following operation. Described method gives the possibility to detect all regions of residual tissues which should be removed and at the same time it shortens a revision and surgery trauma.…”
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Optimization of SLAM Graph Based on Optimization Levenberg-Marquardt Method by DAI Tian-hong, LI Zhi-cheng

“…Aimed at the present situation of the visualSimultaneous Localization and Mapping technology of complex nonlinear optimization method of process，optimization of slow speed and low accuracy of optimization shortcomings，in the wide application of nonlinear optimization method based on the framework of Bundle Adjustment，drops to its core strategy Levenberg-Marquardt method is optimized，so as to improve the traditional Levenberg-Marquardt deficiency in Bundle Adjustment nonlinear optimization. …”
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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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The formation and development of the rheographic method for studying the hemodynamics of eyes with glaucoma by A. P. Kleyman, O. A. Kiseleva, E. N. Iomdina, A. M. Bessmertny, P. V. Luzhnov, D. M. Shamaev

“…Rheoophthalmography is one of the main methods of determining the blood supply of the uveal tract. …”
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Where Healing Meets Method: Community Art Therapy in the Caribbean by Karina Donald

“…This paper contributes to qualitative methods by advancing a model of research that centers care, creativity, and cultural humility. …”
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Optimal laptop VDU parameter setting using Taguchi method by Anshul Gangele, Ajay Mishra

“…This paper shows that the Taguchi method of optimization can be easily used in optimizing the visual display unit (VDU) parameters for maximizing the readability on the laptop. …”
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Evaluating the method increasing of toric intraocular lenses rotational stability by G. A. Fedjashev

“…Сonclusion. The proposed method of fixing the toric IOL provides for prevention the IOL rotation and decentration relative to the eye optical axis, take steps to prevent phimosis anterior lens capsule, maintaining high visual function for a long time, and as there is no need for repeated surgery.…”
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Geographic Information System - Modern Teaching Method in Business Administration by Irina Albăstroiu, Mihai Felea, Cristinel Vasiliu

“…Respondents also said they are open to introducing new teaching methods, in accordance with the university`s position for that matter.…”
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The Problem of Cyclotorsion in the Correction of Myopia and Myopic Astigmatism by the SMILE Method by T. Yu. Shilova, M. A. Shilova

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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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Investigating the Onion Skin Method for Solving Simple Linear Equations by Syahida Abdul Ghani, Masitah Shahrill, Hardimah Said

“…As one of the mathematical mnemonic tactics that use a visual approach, the Onion Skin Method (OSM) compares the structure of an onion to that of a mathematical problem. …”
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Cryopreservation Method for Preventing Freeze-Fracture of Small Muscle Samples by Namrata Ghag, Joshua Tam, Rox Anderson, Nashwa Cheema

“…This method decreased the occurrence of freeze-fractures by an order of magnitude, to ~4%, whereas the traditional method of cryopreservation resulted in ~56% freeze-fracturing.…”
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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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Occlusion Vehicle Target Recognition Method Based on Component Model by Haorui Han, Hanshan Li

“…Therefore, based on the distribution features of vehicle components, this paper proposes a two-stage VSRS-VCFM net occlusion vehicle target recognition method. Based on the U-net codec structure, combining multi-scale detection and double constraints loss to improve the visual region segmentation under complex background (VSRS) performance. …”
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Chinese adversarial text generation method based on punctuation insertion by ZHANG Qian, YAN Qiao

“…The susceptibility of natural language processing models to adversarial texts has been a significant concern. Current methods for generating adversarial texts in Chinese were mainly based on replacing characters with visually similar or homophonic ones. …”
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