A study on applying GA for performance improvement of SP decoder in SMR by Madoka Nishikawa, Yasuaki Nakamura, Yasushi Kanai, Yoshihiro Okamoto

“…We study low-density parity-check (LDPC) coding and iterative decoding methods for shingled magnetic recording in ultra-high-density hard disk drives. …”
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Cheetah optimized CNN: A bio-inspired neural network for automated diabetic retinopathy detection by V. K. U. Ahamed Gani, N. Shanmugasundaram

“…The proposed CO-CNN approach shows superior performance compared to that of state-of-the-art methods, offering potential applications in telemedicine, treatment planning, early detection, screening, and patient education. …”
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Recent trends in pixel-based image enhancement techniques using VLSI cores – a review by Chrishia Christudhas, Annis Fathima A

“…In terms of delay, Histogram Stretching proves more efficient. Histogram Equalization and its variants prove more power efficient than other state-of-the-art methods. …”
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Retinopathy Disease Detection and Classification Using a Coordinate Attention Module-Based Convolutional Neural Network with Leaky Rectified Linear Unit by Pravin Balaso Chopade, Prabhakar N. Kota, Bhagvat D. Jadhav, Pravin Marotrao Ghate, Shriram Sadashiv Kulkarni

“…The proposed model achieves better results on the MESSIDOR datasets on the metrics of accuracy, precision, recall, specificity, f1-score, and Area Under Curve (AUC) values of about 99.72%, 99.46%, 99.25%, 99.61%, 99.37% and 99.14%, correspondingly, proving to be superior to the existing method, Capsule Network and Hybrid Adaptive DL based DR (HADL-DR). …”
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Simultaneous multi-class detection of interplanetary space weather events by Nguyen Gautier, Bernoux Guillerme, Ferlin Antoine

“…Thanks to its simple architecture, our method is easily implementable in data visualization tools and could be easily extended to additional event types. …”
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CCTA-Guided Selective Invasive Coronary Catheterization: A Strategy to Reduce Contrast Volume and Improve Efficiency by Jorge Dahdal, Ruurt Jukema, Aernout G. Somsen, Eline Kooijman, Ellaha Wahedi, Jorrit S. Lemkes, Pieter G. Raijmakers, Ton Heestermans, Niels van Royen, Paul Knaapen, Ibrahim Danad

“…<b>Methods:</b> In this cross-sectional cohort study, 454 patients with clinically suspected stable CAD who underwent CCTA prior to ICA were included. …”
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Porto Alegre Line predicts lenticulostriate arteries encasement and extent of resection in insular gliomas. A preliminary study by Gustavo Rassier Isolan, Gustavo Rassier Isolan, Gustavo Rassier Isolan, Samir Ale Bark, Samir Ale Bark, Jander Moreira Monteiro, Jander Moreira Monteiro, Tobias A. Mattei, Kaan Yağmurlu, Rafaela Fernandes Gonçalves, Rafaela Fernandes Gonçalves, Osvaldo Malafaia, Rafael Roesler, Rafael Roesler, Rafael Roesler, Jurandir Marcondes Ribas Filho

“…We compare it with direct intraoperative encased LSTa visualization.MethodsA retrospective review of our database of 52 patients of insular glioma was performed. …”
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Transbronchial cryobiopsy under real‐time radial mini-probe with a flexible bronchoscope: six case reports by Juan José Cruz-Rueda, Francisco Javier Velasco-Albendea, María Jesús Gil-Belmonte, Fátima Moreno-Sánchez, Beatriz Agredano-Ávila, Andrés López-Pardo

“…This new method enables real-time visualization of the biopsy collection tool once the target lesion is located, allowing the confirmation of its precise location during biopsy taking.…”
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METHODOLOGICAL FOUNDATION OF STRATEGIC PLANNING IN THE RUSSIAN FEDERATION by O. V. Morozov, M. A. Vasiliev, A. G. Biryukov

“…They used quantitative methods of initial data processing, table methods of research results visualization. …”
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Optical and MRI Multimodal Tracing of Stem Cells In Vivo by Jia Yang, Min Yan, Zhong Wang, Cong Zhang, Miao Guan, Zhenglong Sun

“…The commonly used methods for the in vivo tracing of stem cells currently include optical imaging, magnetic resonance imaging (MRI), and nuclear medicine imaging. …”
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Settlement analysis of the large-dimensional shallow foundations founded on sand by Rakić Dragoslav, Milosavljević Marija, Đurić Tina, Matić Anđelko, Ljubojev Milenko

“…This work presents the most commonly used semi-empirical methods for calculating the foundation settlement on sandy soils, and it analyzes the results obtained using different approaches (Schmertmann et al., 1970, 1978; Schultze and Sherif, 1973; Janbu et al., 1956), including the numerical simulations in the Settle3 program, which combines the simplicity of one-dimensional settlement analysis with the visualization capabilities of more modern three-dimensional programs. …”
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UNEMPLOYMENT REDUCTION AS A FACTOR OF SUSTAINABLE DEVELOPMENT IN THE KURSK REGION by E. N. Dyukanova

“…Basing on the statistical data we analyzed the unemployment situation between 2009 and 2014 in the administrative districts of the region.Methods. In order to study the problem of unemployment we used methods such as the collection and compilation of statistics, factor analysis, and method of comparison of the data on registered unemployment rate calculated by the ILO and GIS technology for visualization of the results.Results. …”
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Robust quantitative assessment of collagen fibers with picrosirius red stain and linearly polarized light as demonstrated on atherosclerotic plaque samples. by Cherry Greiner, Stephanie Grainger, Samantha Farrow, Alena Davis, Jimmy L Su, Matthew D Saybolt, Robert Wilensky, Sean Madden, Stephen T Sum

“…The objective of the present study is to demonstrate a novel image acquisition technique and analysis method using linearly polarized light. The proposed imaging technique is based on image acquisition at multiple slide rotation angles, which are co-registered to form a composite image used for quantitative analysis by pixel intensity or pixel counting. …”
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Open data on road traffic accidents accumulation, processing and analysis by N. K. Goryaev, S. P. Lyubetskii

“…The proposed method for accumulating, processing and analyzing accidents based on data from an official source using GIS makes it possible to automate the process and improve the quality of accident analysis.…”
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VIRTUAL BRONCHOSCOPY FOR DETERMINING THE SIZE OF THE CHANGES IN CENTRAL LUNG CARCINOMA by M. Mitev

“…Introduction: The size of the changes is important for determining the invasiveness of the process and the stage of development of the neoplastic processes of the lung. The use of the method of virtual bronchoscopy as a diagnostic method in central lung carcinoma provides non-invasive visualization, but also abilities to measure changes. …”
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STATISTICAL ANALYSIS AND INTERPRETATION OF THE HYPSOMETRIC UNIFORMITY (NON-UNIFORMITY) FOR THE REALIZATION OF THE GEOSPHERE MODEL OF STABILITY OF GEOSYSTEMS IN DAGHESTAN by L. Sh. Akhmedova, N. O. Guseynova

“…In order to introduce the geosphere sustainability model of geosystems in the territory of the Republic of Dagestan, we conducted a statistical analysis and interpretation using a hypsometric analysis of the territory based on a detailed study of the relief morphology using mathematical statistics and visualization methods.Methods. The morphological structure of the territory is determined using the method of planimetry at given intervals of heights according to a hypsometric map to a scale of 1: 1,000,000; morphometric analysis of the territory was carried out using a greater number of altitudinal gradations at predetermined border intervals above 500 m of height; hypsometric map was visualized using MapInfo Pro GIS.Results and discussion. …”
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Human Error Probability in Responding to Safety Alarms by Els Janssens, Dirk Roosendans, Olivier Iddir

“…A more pragmatic method for estimating the reliability of human response, addressing all components of the human response loop and their performance shaping factors, has therefore been developed. …”
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Preparation of Testicular Cells for Immunofluorescence Analysis of Manchette in Elongating Spermatids by Changmin Niu, Opeyemi Dhikhirullahi, Zhibing Zhang

“…Additionally, isolated cells produce cleaner immunofluorescence signals compared to other methods like tissue section/whole mount, making this method the best fit for visualizing protein localization in germ cells when spatial context is not being considered. …”
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Substantiation of the methodology for adaptive formation of the mining work schedule taking into account the variable quality of ore raw materials and market dynamics by Y.I. Hryhoriev

“…The methodological basis is the optimization of the provisions of the averaging straight line schedule of the mining schedule, the interpolation of three-dimensional limiting surfaces, previously implemented by the graph-analytical method. The algorithm is implemented in Python in the Google Colaboratory environment using the SciPy and Plotly libraries for optimization and visualization of results, respectively. …”
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A Hybrid KAN-BiLSTM Transformer with Multi-Domain Dynamic Attention Model for Cybersecurity by Aleksandr Chechkin, Ekaterina Pleshakova, Sergey Gataullin

“…For better verification, we compared the proposed method with baseline methods. The Hyb-KAN model demonstrated high results on the multi-class classification dataset, achieving an accuracy of 95.25%. …”
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