SYSTEMIC LUPUS ERYTHEMATOSUS AND INFECTIVE ENDOCARDITIS: CLINICAL AND DIAGNOSTIC PARALLELS AND IMAGINARY MIMICRY by S. P. Filonenko, A. A. Nikulina, E. A. Smirnova, E. V. Korotchenko

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Instability Analysis of Two-Phase Flow in Parallel Rectangular Channels for Compact Nuclear Reactors by Simiao Tang, Can Wang, Zaiyong Ma, Calvin Febianto Liem, Quanyao Ren, Qiang Lian, Longxiang Zhu, Luteng Zhang, Wan Sun, Meiyue Yan, Liangming Pan

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Shot-noise-induced lower temperature limit of the nonneutral plasma parallel temperature diagnostic by Adrianne Zhong, Joel Fajans, Jonathan S. Wurtele

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Image Restoration Based on Stochastic Resonance in a Parallel Array of Fitzhugh–Nagumo Neuron by Huage Zhang, Jinfei Yu, Yumei Ma, Zhenkuan Pan, Jingjing Zhao

“…The poor denoising effect for noisy grayscale images with traditional processing methods would be obtained under strong noise condition, and some image details would be lost. In this paper, a parallel array model of Fitzhugh–Nagumo (FHN) neurons was proposed, which can restore noisy grayscale images well with low peak signal-to-noise ratio (PSNR) conditions and the image details are better preserved. …”
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Study on the Position Solution and Workspace of the Flexible Coupling Parallel Robot with Three Degree of Freedom by Ma Yao, Song Shengtao, Li Ruiqin, Zhao Jianwen, Zhao Ruijie, Jin Hangxu

“…It possesses not only the merits of high rigidity,high precision and high load capacity of the parallel mechanism but also the advantages of low weight which is possessed by flexible cable. …”
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PCPIR-V:parallel privacy protected algorithms for nearest neighbor query based on Spark by Shi-zhuo DENG, Ji-tao YAO, Bo-tao WANG, Yue-mei CHEN, Ye YUAN, Yan-hui LI, Guo-ren WANG

“…To address the low-efficiency problem for query privacy protection on big data,parallel CPIR-V (PCPIR-V),which had a high level of privacy protection for nearest neighbor query,was presented and implemented based on spark.Two parallel strategies for PCPIR-V,Row strategy and Bit strategy,were proposed.To avoid redundant multiplications,the repeated products were cached based on a clustering technique while computing CPIR on Spark.According to the evaluation results of PCPIR-V on three datasets,the scalablity of PCPIR-V is good until the number of core is larger than 40.The cost of PCPIR-V with the method of caching partial multiplication results is reduced by 20% averagely.…”
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MRI-PATHOLOGICAL PARALLELS WITH THE COMPLETE TUMOR RESPONSE TO NEOADJUVANT CHEMORADIATION TREATMENT OF RECTAL CANCER by T. P. Berezoskaya, S. A. Mozerov, Ya. A. Dayneko, A. A. Nevolskikh, Z. N. Shavladze, S. A. Ivanov, A. D. Kaprin

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Target Detection Algorithm Based on Global Feature Fusion in Parallel Dual Path Backbone by QIU Yunfei, XIN Hao

“…To solve these problems, a target detection algorithm based on global feature fusion in parallel dual path backbone is proposed. Firstly, the dual path architecture backbone is used to extract spatial and semantic information in parallel, and the dual path fusion module is used to promote the mutual complement between feature information. …”
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PROVIDING QUALITY OF ELECTRIC POWER IN ELECTRIC POWER SYSTEM IN PARALLEL OPERATION WITH WIND TURBINE by Yu. A. Rolik, A. V. Gornostay

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Combining Prior Knowledge and Reinforcement Learning for Parallel Telescopic-Legged Bipedal Robot Walking by Jie Xue, Jiaqi Huangfu, Yunfeng Hou, Haiming Mou

“…The parallel dual-slider telescopic leg bipedal robot (L04) is characterized by its simple structure and low leg rotational inertia, which contribute to its walking efficiency. …”
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Slow Translation and Rotation of a Composite Sphere Parallel to One or Two Planar Walls by Yu F. Chou, Huan J. Keh

“…A semi-analytical investigation is conducted to examine the coupled translational and rotational motions of a composite spherical particle (consisting of an impermeable hard core surrounded by a permeable porous shell) immersed in a viscous fluid parallel to one or two planar boundaries under the steady condition of a low Reynolds number. …”
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A lightweight fabric defect detection with parallel dilated convolution and dual attention mechanism by Zheqing Zhang, Kezhong Lu, Gaoming Yang

“…In order to capture multi-scale contextual information, we designed a parallel dilated convolution downsampling (PDCD) block to replace the conventional downsampling block in the backbone. …”
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Bearing fault diagnosis based on efficient cross space multiscale CNN transformer parallelism by Qi Chen, Feng Zhang, Yin Wang, Qing Yu, Genfeng Lang, Lixiong Zeng

“…To address this limitation, this paper proposes a Wind Turbine Bearing Fault Diagnosis Model Based on Efficient Cross Space Multiscale CNN Transformer Parallelism (ECMCTP). The model first transforms one-dimensional vibration signals into two-dimensional time-frequency images using Continuous Wavelet Transform (CWT). …”
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OR and ICU teams ‘running in parallel’ at the end of cardiothoracic surgery improves perceptions of handoff safety by Safraz Hamid, Frederic Joyce, Aaliya Burza, Billy Yang, Alexander Le, Ahmad Saleh, Robert S Poston

“…Our results suggest that having an ICU team ‘run in parallel’ with the cardiac surgical team positively impacts safety culture.…”
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Parallel Net: Frequency-Decoupled Neural Network for DOA Estimation in Underwater Acoustic Detection by Zhikai Yang, Xinyu Zhang, Zailei Luo, Tongsheng Shen, Mengda Cui, Xionghui Li

“…Under wideband interference conditions, traditional neural networks often suffer from low accuracy in single-frequency direction-of-arrival (DOA) estimation and face challenges in detecting single-frequency sound sources. …”
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Modelling reveals novel roles of two parallel signalling pathways and homeostatic feedbacks in yeast by Jörg Schaber, Rodrigo Baltanas, Alan Bush, Edda Klipp, Alejandro Colman‐Lerner

“…The best approximating model also indicated that homoeostatic adaptive systems with two parallel redundant signalling branches show a more robust and faster response than single‐branch systems. …”
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Uniaxial Compression Response and Instability Mechanisms of Parallel Dual Coal Pillar–Roof Combinations by Jingkai Li, Chunge Li, Shengjian Zhao, Changde Yang, Kun Niu, Quancai Ji, Zhiqiang Wang

“…In this research, two different sets of parallel dual coal pillar–roof combinations (PDCRCs) were developed to model the CPRS. …”
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Microenvironmental Heterogeneity Parallels Breast Cancer Progression: A Histology-Genomic Integration Analysis. by Rachael Natrajan, Heba Sailem, Faraz K Mardakheh, Mar Arias Garcia, Christopher J Tape, Mitch Dowsett, Chris Bakal, Yinyin Yuan

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Low complexity acquisition algorithm for GPS signals with low SNR and high dynamic by Zhu-lin XIONG, Ce-lun LIU, Jian-ping AN, Ze-bin XIE

“…A frequency-domain segmental shift average periodogram acquisition algorithm for GPS signals with low SNR and high dynamic was proposed. First, the parallel rough compensation of Doppler frequency rate and C/A code phase as well as segmental FFT was applied with the received signal. …”
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Correction: A pragmatic parallel arm randomized-controlled trial of a multi-pronged electronic health record-based clinical decision support tool protocol to reduce low-value antipsychotic prescriptions among older adults with Alzheimer's and related dementias. by John N Mafi, Anne M Walling, Chad Villaflores, Sitaram Vangala, Andrea Sorensen, Eric Cheng, Ashley Turner, Zoe Trutner, Grace Cheng, Julia Cave Arbanas, Benjamin Waterman, Suzanne Shu, Noah Goldstein, Catherine Sarkisian

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