Multi-scale window transformer for cervical cytopathology image recognition by Jiaxiang Yi, Xiuli Liu, Shenghua Cheng, Li Chen, Shaoqun Zeng

“…In this paper, we propose a Multi-scale Window Transformer (MWT) for cervical cytopathology image recognition. …”
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Utilizing transformative learning theory to enhance professional identity formation by Christine Pan, Jennie B. Jarrett, Kathryn Sawyer

“…ObjectiveTo analyze the impact of a Transformative Learning Theory (TLT)-based toolkit on pharmacy students’ self-evaluation of professional identity formation (PIF).MethodsThis prospective, interventional cohort study included pre-clinical pharmacy students in a hospital skills-based course. …”
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The impact of Modernity on Physical and Spatial Transformation of Rural Settlements in Iran by Farhad Azizpour

“…The present paper as a theoretical fundamental research has been developed by meta-analysis method. Statistical populations are chosen from rural settlements in Iran and their physical and spatial transformation in contemporary period (Pahlavi and Islamic Republic of Iran) is analyzed. …”
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Transforming language research from classic desktops to virtual environments by Francisco Rocabado, Laís Muntini, Omar Fahmi Jubran, Thomas Lachmann, Jon Andoni Duñabeitia

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MS-POFT: multiscale phase-orientation guided feature transform for multi-modal image matching by Zhizheng Zhang, Pengcheng Wei, Zhenfeng Shao, Hai Xiao, Qingwei Zhuang, Zhiqing Tang, Zhijun Wen, Yu Wang, Yuyan Yan, Mingqiang Guo

“…Traditional image matching methods often fail to obtain satisfactory results in most cases due to temporal differences, complex geometric distortions, and non-linear radiometric differences (NRDs). …”
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Numerical solution of forward and inverse problems of heat conduction in multi-layered media by Yu Xu, Youjun Deng, Dong Wei

“…To address the non-differentiability at multilayer medium interfaces that prevents direct discretization, this paper employed the finite volume method to construct finite difference schemes. Compared with traditional difference methods, the proposed method improved accuracy by considering coefficient variations near interfaces. …”
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Exoplanet Classification Through Vision Transformers with Temporal Image Analysis by Anupma Choudhary, Sohith Bandari, B. S. Kushvah, C. Swastik

“…In this study, we propose a methodology that transforms raw light curve data from NASA’s Kepler mission into Gramian angular fields (GAFs) and recurrence plots (RPs) using the Gramian angular difference field and RP techniques. …”
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Research on Wind Turbine Unbalance Fault Diagnosis Based on Wavelet Transform and Convolutional Neural Network by Zhenling Li, Yukun Gao

“…Thirdly, a convolutional neural network is used to classify rotor imbalances of different magnitudes, and different convolution kernels and activation functions are tested. …”
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Research on performance evaluation of ecological product value realization under the “Dual Carbon Goals” by Churui Yang, Pengxiang Wang, Rongxin Li, Miaoheng Zhang

“…This national provincial scale research design not only fills the gap in macro level performance evaluation, but also reveals the differences in location characteristics and institutional responses in the transformation of ecological product value in different regions.ResultsThe results show that the performance of the national ecological product value realization mechanism has been increasing year by year, showing explosive growth in 2015, and the growth rate has fluctuated since then.DiscussionIt is suggested to formulate a performance evaluation policy for the realization mechanism of ecological product value based on the goal of building a beautiful China, promote the establishment of ecological product value realization methods and paths with the characteristics of each province (city), conduct performance evaluations on pilot demonstrations and base creation in the national ecological product value realization, and further optimize and improve relevant institutional mechanisms.…”
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Expression of transforming growth factor beta in oral submucous fibrosis by Arpita Rai, Tanveer Ahmad, Shama Parveen, Saba Parveen, Md Imam Faizan, Sher Ali

“…Background: Oral submucous fibrosis (OSMF) is a premalignant condition mainly caused by areca nut chewing and is characterized by progressive fibrosis of submucosal tissues and epithelial atrophy. Activation of transforming growth factor beta (TGF-β) signaling is considered main causative event for increased collagen production and fibrosis. …”
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Multimodal depression detection based on an attention graph convolution and transformer by Xiaowen Jia, Jingxia Chen, Kexin Liu, Qian Wang, Jialing He

“…Traditional depression detection methods typically rely on single-modal data, but these approaches are limited by individual differences, noise interference, and emotional fluctuations. …”
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Unbalanced Feature Identification of Rotor System Based on Fused Cross-Correlation Fast Fourier Transform by Yiheng Sheng, Zinan Wang, Peng Zhou, Zhan Wang, Qian Wang, Siqi Niu

“…In order to accurately identify the unbalanced vibration feature, based on the fused cross-correlation fast Fourier transform (FC-CFFT) method, an unbalanced feature extraction method of the rotor system is proposed. …”
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A robust in-vitro and ex-vitro Agrobacterium rhizogenes-mediated hairy root transformation system in mungbean for efficient visual screening of transformants using the RUBY reporte... by Sanjeev Kumar, Sakshi Prakash, Priti Kumari, Neeti Sanan-Mishra

“…However, the ex-vitro transformation technique was faster and less complex than the in-vitro method. …”
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Enhanced Performance of New Scaling-Free CORDIC for Memory-Based Fast Fourier Transform Architecture by C. Paramasivam, Sandeep Singh Chauhan, Veerpratap Meena, A. Sreejagathi, B. A. V. N. Hasini, K. L. K. Kishore, T. V. N. G. Vamsikrishna, M. Durga Ananta Sai, Abdessamad Didi

“…Coordinate rotation digital computer (CORDIC) algorithm is an iterative method and it performs the vector rotation operation by micro-rotation with scaling operation in each iteration. …”
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Sparse Representation Based on Tunable Q-Factor Wavelet Transform for Whale Click and Whistle Extraction by Hailan Chen, Jiaquan Yan, Naveed Ur Rehman Junejo, Jie Qi, Haixin Sun

“…Unlike conventional signal separation techniques which are based on the frequency bands, such as WT and EMD, tunable-Q wavelet transform (TQWT) can separate the objected signal into particular components with different structures according to its oscillation property and eliminate in-band noise using the basis pursuit method. …”
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Perspective Transform-based Depth Estimation of Monocular Camera for Electrocution Threat Determination of Construction Machinery by T. Yang, S. Wei, L. Fan, L. Zhang

“…This paper discusses the application of perspective transform-based monocular camera depth estimation method in monitoring the safety distance between construction machinery and power lines. …”
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Enhanced Synchrosqueezing Transform for Detecting Non-Traditional Flight Modes in High Angle of Attack Maneuvers by Seyed Amin Bagherzadeh, Hamed Mohammadkarimi, Mohammad Hossein Alizadeh

“…This study represents the Enhanced SynchroSqueezing Transform (ESST) for the extraction of “non-traditional” flight modes from flight data. …”
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Transient analysis of human electric shock current in frequency converter IT system based on Laplace transform by YUAN Guangzhong, LIU Haisheng, YANG Zhijia, SUN Baojin, ZHANG Wei

“…In order to solve the difficulty in calculating the RMS value of human electlic shcck current caused by pulse modulated wave in case of electrocution accident in low voltage frequency converter IT power supply system of open-pit coal mine fire fighting, a transient analysis method based on Laplace transform is proposed. A transient analysis method of human elcctric shock current based on the Laplace transform is proposed to analyze the RMS value of the human electric shock current on the input side and output side of the frequency converter by establishing a piecewise linear model (PLM), and the distribution parameters on both sides of the frequency converter, the carrier frequency, the output frequency, and the load on the output side are investigated to characterize the influence of the electric shock current by constructing a MATLAB/Siumlink simulation model. …”
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Visualizing and Understanding Guangzhou City, an Historic City in Rapid Transformation by Xiaoli Wei, Zhuangzhuang Wu, Yao Cheng, Jing Yan, Ning Wang

“…The project is proposed for understanding how the modern city works differently than the old traditional city and how the contemporary conditions influence urban transformation. …”
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Fourier transform infrared (FTIR) spectroscopic characteristics of ornamental plant leaves in response to formaldehyde stress by CHENG Qin, HUANG Shu-shi, MEI Yan, XU Di, CHEN Li-mei

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