Deep Learning-Assisted Diagnostic System: Apices and Odontogenic Sinus Floor Level Analysis in Dental Panoramic Radiographs by Pei-Yi Wu, Yuan-Jin Lin, Yu-Jen Chang, Sung-Tsun Wei, Chiung-An Chen, Kuo-Chen Li, Wei-Chen Tu, Patricia Angela R. Abu

“…This study introduces an innovative odontogenic sinusitis image processing technique, which is fused with common contrast limited adaptive histogram equalization, Min-Max normalization, and the RGB mapping method. …”
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ET-Mamba: A Mamba Model for Encrypted Traffic Classification by Jian Xu, Liangbing Chen, Wenqian Xu, Longxuan Dai, Chenxi Wang, Lei Hu

“…With the widespread use of encryption protocols on network data, fast and effective encryption traffic classification can improve the efficiency of traffic analysis. A resampling method combining Wasserstein GAN and random selection is proposed for solving the dataset imbalance problem, and it uses Wasserstein GAN for oversampling and random selection for undersampling to achieve class equalization. …”
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Design and Analysis of Injection Molds for Plastic Components for Biomedical Applications by Madhukumar Krishnappa, Santhosh Nagaraja, Nataraja Munegowda, Muhammad Imam Ammarullah

“…ABSTRACT The injection molding process primarily involves a systematic sequence that converts plastic pellets into molded components. This method produces identical parts by repeatedly melting resin pellets or powder and injecting the molten polymer into a hollow mold cavity under high pressure. …”
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Asymptotic solutions of singularly perturbed linear differential-algebraic equations with periodic coefficients by S. Radchenko, V. Samoilenko, P. Samusenko

“…The modification of the algorithm is based on the equalization method in a special way the coefficients at powers of a small parameter in algebraic systems of equations, from which the coefficients of the formal expansions of the searched solution are found. …”
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Hybrid model integration with explainable AI for brain tumor diagnosis: a unified approach to MRI analysis and prediction by D. Vamsidhar, Parth Desai, Sagar Joshi, Shrikrishna Kolhar, Nilkanth Deshpande, Shilpa Gite

“…Based on these results, this paper proposed the deep learning approach—parallel model integration technique as the most effective method. Future work aims to extend the model to multi-class classification for tumor type detection and improve model generalization for broader applicability.…”
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COVID-19 Severity Classification Using Hybrid Feature Extraction: Integrating Persistent Homology, Convolutional Neural Networks and Vision Transformers by Redet Assefa, Adane Mamuye, Marco Piangerelli

“…By integrating features from both methods, the classification model effectively predicted severity levels (mild, moderate, severe). …”
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A Spaceborne Passive Localization Algorithm Based on MSD-HOUGH for Multiple Signal Sources by Liting Zhang, Hao Huan, Tao Ran, Shangyu Zhang, Yushu Zhang, Hao Ding

“…Firstly, an improved convolutional neural network based on the adaptive histogram equalization method (AHE-CNN) is proposed to achieve source number estimation. …”
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M.R.H. A New Era in Magnetic Head Design by Mazen R. Husni

“…The conventional method for reading/writing information from/on a magnetic media (e.g. magnetic tapes in audio and video recorders, computers etc.) uses what is called an inductive head. …”
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Thermal Modeling of an Integrated Circular Inductor by Y. Benhadda, A. Hamid, T. Lebey

“…We determinate a mathematical expression giving the evolution of temperatures in an integrated inductor using the separation of variables method and a visualization of the thermal behavior is determined in 3D space dimension using the finite element method.…”
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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 MESSIDOR dataset is preprocessed through the median filter to eliminate noise, and Contrast-Limited Adaptive Histogram Equalization (CLAHE) is utilized to increase the contrast level in an input image. …”
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Improved Pork-Chop Plot for Asteroid Kinetic Impact Deflection Test Mission Trajectory Optimization by Kaiduo Wang, Mingtao Li, Jianming Wang

“…This method enables the visualization of engineering constraints, such as launch site, launch vehicle, and impact visibility, as well as the deflection distance after impact, all within a single plot. …”
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Enhancing Precision and Clarity with New Digital Color Assistant in 3D Heads-Up Vitreoretinal Surgery by Rodolfo Mastropasqua, Alberto Quarta, Maria Ludovica Ruggeri, Leonardo Mastropasqua

“…Abstract Introduction To describe the advantages of the ARTEVO® 850 digital color assistant (DCA) for enhancing visualization during vitreoretinal surgery. Methods All surgical procedures were conducted under the expertise of a single surgeon utilizing the ARTEVO® 850 heads-up microscope from ZEISS. …”
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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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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

“…Visualization of collagen fiber with the histological stain picrosirius red (PSR) is enhanced with polarized light and quantitative analysis is possible using circular polarizers. …”
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Open data on road traffic accidents accumulation, processing and analysis by N. K. Goryaev, S. P. Lyubetskii

“…Using the proposed methodology, an analysis of traffic accidents in the Cheboksary agglomeration was made and its visualization was made using GIS.Conclusions. The use of information about road accidents in the formats offered on the traffic police website is impossible either for analysis or for visualization in a GIS. …”
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Scientific Illustration: from Informational Support to a Culture of Participation by D. K. Lisovsky

“…Modern scientific life and the activities of scientists are constantly in the zone of acute conflict between preserving the principles of elitism, integrity, exclusivity, and the principles of openness, general accessibility, and massization that are equally necessary for its existence. An analysis of the place and role of visualizing scientific knowledge allows us to discover resources and models for managing this conflict in the field of scientific communication.Methodology and sources. …”
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Endoscopic Lesser Trochanter Excision for Ischiofemoral Impingement by Devon E. Anderson MD, PhD, Elizabeth J. Scott MD, R. Chad Mather MD, MBA

“…Results: Endoscopic LT excision has been widely reported as a reliable method to increase ischiofemoral distance and relieve mechanical bone impingement and sciatic nerve entrapment. …”
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The analysis of interactive furniture design system based on artificial intelligence by Xiaohong Jiang

“…Younger users significantly value visualization features and convenient control functions while also emphasizing safety. …”
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Efficiency of Inter-Budgetary Regulation of Heavily Subsidized Budgets at the Subnational Level by М. Р. Tashtamirov

“…In the course of the study, the author applies a systematic approach, as well as general scientific and special methods: coefficient method, comparative, structural dynamic retrospective analysis. …”
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Increasing the efficiency of well killing in depleted gas condensate fields with extremely low reservoir pressures by R. A. Gasumov, E. R. Gasumov

“…It has a three-stage scheme that ensures equalization of the injectivity profile under conditions of extremely low formation pressures. …”
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