Advancing patient care with AI: a unified framework for medical image segmentation using transfer learning and hybrid feature extraction by Nazife Çevik, Taner Çevik, Onur Osman, Shtwai Alsubai, Jawad Rasheed, Jawad Rasheed, Jawad Rasheed

“…Moreover, the study applied classical texture-based feature extraction methods, namely Local Binary Patterns (LBP) and Gray-Level Co-occurrence Matrix (GLCM), processing each Red Green Blue (RGB) channel separately using an offset [0 1] and recombining them to create comprehensive texture descriptors. …”
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Butterfly-like phase shift: a novel gauge for critical coupling of add–drop resonator by Mahdi Bahadoran, Preecha Yupapin

“…Abstract Optical transfer function for add–drop resonator is derived in the presence of coupling loss using the scattering matrix method. …”
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Safe engineering of CAR T cells for adoptive cell therapy of cancer using long‐term episomal gene transfer by Chuan Jin, Grammatiki Fotaki, Mohanraj Ramachandran, Berith Nilsson, Magnus Essand, Di Yu

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A Generalized Floquet Hamiltonian Method for Dispersive Photonic Time Crystals by Guangquan Lu, Neng Wang

“…Using the time-independent Floquet Hamiltonian method, we successfully obtained the quasienergy band dispersions of dispersive PTCs, which show excellent agreement with the temporal transfer matrix method (TTMM) results when applied to temporal multilayers. …”
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Prediction Method and Characteristics of Static Acoustic Scattering for Marine Composite Propellers by Suchen XU, Zilong PENG, Fulin ZHOU, Xuhong MIU, Huicheng KE

“…The approach combines the Kirchhoff approximation (KA), which employs an intersection algorithm (IA) for determining the thickness of discrete surface elements, with the theory of orthotropic laminate transfer matrix (OLTM). The overall scattered sound field of the target is determined by solving the reflection coefficients of each surface element. …”
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A method for isolating small extracellular vesicles from parenchymal tissues by Yanan Sun, Junqing An, Jie Yuan, Chaoshan Han, Gangjian Qin

“…This is because the preparations are often seen contaminated with intracellular vesicles due to cell breakage resulting from the treatments used to release sEV from the extracellular matrix. Here, we introduce a new gentle method that allows for the reliable isolation of sEV from heart and liver tissues with high purity and yield. …”
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Methods for synthesis of matching circuits for broadband radio devices with unstable load impedance by I. A. Dubovik, P. V. Boykachev, V. O. Isaev, A. A. Dmitrenko

“…The aim of this work is to select a synthesis method for a broadband matching circuit that provides maximum power transfer from a signal source to a load in the presence of a changing load impedance of a radio engineering device. …”
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Determination of mode shapes of a multiple cracked beam element and its application for free vibration analysis of a multi-span continuous beam by Tran Van Lien, Trinh Anh Hao

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Improvement of Sound-Absorbing Dips in Nonwoven Fabric Sheet with Back Air Space: Division of Back Air Space by Additional Nonwoven Fabric Sheet by Shuichi Sakamoto, Kodai Sato, Gaku Muroi, Yusuke Nakao, Kaito Kuboki, Nobuhito Taguchi

“…The sound absorption coefficient of the sound-absorbing structure was theoretically derived using the transfer matrix method. The nonwoven sheet model with the Rayleigh model and the air space behind the nonwoven sheet were mathematically represented using the transfer matrix. …”
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A Fault Diagnosis Method for Wind Turbines Based on Zero-Shot Learning by PAN Meiqi, HE Xing

“…Unlike traditional methods that directly establish mapping between fault samples and fault categories, a zero-shot learning (ZSL) method for wind turbine fault diagnosis based on fault attributes is proposed to enable fault feature migration. …”
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Mass Spectrometry-Based Method for Multiple Allergens Control: Application to Bakery Goods by Anna Luparelli, Elisabetta De Angelis, Rosa Pilolli, Francesca Lambertini, Michele Suman, Linda Monaci

“…Despite advances made in methods of development, food processing still represents a critical issue in terms of the detection and accurate quantification of allergens due to chemical/structural modifications that can occur on the protein moiety or interferences of matrix compounds that might impair their final detection. …”
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Diffusion Tensor Imaging Magnetic Resonance Imaging Assessment in a Clinical Trial of Autologous Dendritic Cell Transfer for Diabetic Kidney Disease: A Molecular Approach by Ernaldi Kapusin, Aditya Pratama Lokeswara, Yudo Rantung, Bhimo Aji Hernowo, Jonny Jonny, Chrismis Novalinda Ginting, Terawan Agus Putranto

“…This research aims to evaluate the therapeutic impact of autologous dendritic cell transfer by examining its effects on renal microstructural changes as assessed through Diffusion Tensor Imaging (DTI) MRI, alongside the analysis of key inflammatory biomarkers, namely Matrix Metalloproteinase-9 (MMP-9) and Intercellular Adhesion Molecule-1 (ICAM-1). …”
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Behaviour Analysis of Modeling and Model Evaluating Methods in System Identification for a Multiprocess Station by A. Annie Steffy Beula, Geno Peter, Albert Alexander Stonier, K. Ezhil Vignesh, Vivekananda Ganji

“…Order of the model is found from Hankel matrix representation methods such as singular value decomposition and determinant method. …”
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Model Parameter Estimation Method on Multichannel Structural Response from Turbulence Flutter Test by Shiqiang Duan, Hua Zheng, Ziwei Zhang, Jianzhu Wang, Guanyu Fang

“…The power spectral density matrix can be calculated from the multichannel turbulence response using the periodogram method. …”
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An Improved Fast Prediction Method for Full-Space Bistatic Acoustic Scattering of Underwater Vehicles by Ruichong Gu, Zilong Peng, Yaqiang Xue, Cong Xu, Changxiong Chen

“…By utilizing target surface mesh information and partial scattered sound pressure data as known inputs, the method predicts other bistatic scattering sound fields through numerical integration, matrix theory, and the least squares method. …”
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Causal inference-based graph neural network method for predicting asphalt pavement performance by CHEN Kai;WANG Xiaohe;SHI Xinli;CAO Jinde

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A Method to Improve Computational Efficiency of Productivity Evaluation with Rectangular Coalbed Methane Reservoir by Li Chen, Sun Lichun, Sun Hansen, Feng Ruyong, Wang Cunwu, Zhang Fang

“…According to the characteristics of the Riley method and discrete method, an accurate and efficient analytical solution calculation process is designed. …”
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Shape Optimization of Multi-chamber Acoustical Plenums Using the BEM, Neural Networks, and the GA Method by Ying-Chun CHANG, Ho-Chih CHENG, Min-Chie CHIU, Yuan-Hung CHIEN

“…Most researchers have explored noise reduction effects based on the transfer matrix method and the boundary element method. …”
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A Review on Woven Carbon Fiber-Reinforced Epoxy Composites: Processing Methods and Mechanical Enhancement by Riad Harwill Abdul Abas, Adil Elrayah, Rui Guo, Azher S Barrak, Salman Aatif

“…The present review includes a comprehensive review of the most important composite material manufacturing techniques such as hand layup, spray layup, compression moulding, extrusion compound, filament winding, moulding injection, pultrusion, resin transfer moulding, and vacuum infusion or vacuum-assisted resin transfer, and the advantages of each method. …”
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Emerging technologies for detecting antibiotics in aquaculture wastewater: A critical review by Xinyu Chang, Junchi Cui, Guihua Wang, Shujuan Meng, Lingling Chen, Meng Zhang

“…Consequently, accurate and efficient detection methods for antibiotics, particularly within complex environmental matrices, are essential. …”
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