Analysis of Cardiac Arrhythmias Based on ResNet-ICBAM-2DCNN Dual-Channel Feature Fusion by Chuanjiang Wang, Junhao Ma, Guohui Wei, Xiujuan Sun

“…In parallel, the secondary channel transforms 1D ECG signals into Gram angular difference field (GADF), Markov transition field (MTF), and recurrence plot (RP) representations, which are then subjected to two-dimensional convolutional neural network (2D-CNN) feature extraction. …”
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A whole process resilience management practice in coastal engineering by Yingtao Zhou, Yingtao Zhou, Yingtao Zhou, Chenhui Jiang, Yuanshu Jiang, Yu Zhu, Yu Zhu, Yu Zhu, Yan Jin, Xian Wang, Xi Feng, Weibing Feng

“…The proposed scheme incorporates small-scale numerical simulations for the evaluation and employs high-precision remote sensing data collected over different construction periods to assess the coastline’s transformations during the process of construction. …”
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Comparison of the Treatment Efficiency of Bone Marrow-Derived Mesenchymal Stem Cell Transplantation via Tail and Portal Veins in CCl4-Induced Mouse Liver Fibrosis by Nhung Hai Truong, Nam Hai Nguyen, Trinh Van Le, Ngoc Bich Vu, Nghia Huynh, Thanh Van Nguyen, Huy Minh Le, Ngoc Kim Phan, Phuc Van Pham

“…In consideration of safety, we suggest transfusion of bone marrow-derived mesenchymal stem cells via a peripheral vein as a potential method for liver fibrosis treatment.…”
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The latest research progress on MnZn ferrite and their applications by Zhexue Chen, Teng Li, Anping Wang, Minxia Shi, Bangcheng Han

“…This review provides a comprehensive overview of the synthesis methods, structural characteristics, magnetic properties, and extensive applications of MnZn ferrite. …”
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Tectonic deformation and seismic mechanism of the 2021 Aksai MS 5.5 earthquake by ZOU Xiaobo, LI Xingjian, SHAO Yanxiu, YUAN Daoyang, QIU Jiangtao, YIN Xinxin, KOU Junyang

“…We relocated the Aksai earthquake and its aftershocks using the hypoinverse and double-difference method (HypoDD), and accurate locations of 88 earthquakes were obtained. …”
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Artificial intelligence in variant calling: a review by Omar Abdelwahab, Omar Abdelwahab, Omar Abdelwahab, Omar Abdelwahab, Davoud Torkamaneh, Davoud Torkamaneh, Davoud Torkamaneh, Davoud Torkamaneh

“…By comparing these AI-driven techniques with conventional methods, we highlight the transformative advancements AI has introduced and its potential to further enhance genomic research.…”
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Kinetics of carbothermic reduction of synthetic chromite by Wang Y., Wang L., Yu J., Chou K.C.

“…With the supporting of X-ray Diffraction and Scanning Electron Microscope methods, the formation of metallic products followed the sequence: Fe-C alloy, (Fe,Cr)7C3and Fe-Cr-C alloy. …”
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Interaction Studies between Newly Synthesized Photosensitive Polymer and Ionic Liquids by In Tae Kim, Gi-Chung Kwon, Eun Ha Choi, Seung-Hyun Lee, Young Sun Kim, Jong Hyun Kim, Ju Hyon Cha, Sung Ho Kim, Pankaj Attri

“…To investigate the molecular interaction between azopolymer and ILs, we have used the following spectroscopic methods of analysis: UV-visible spectroscopy, photoluminescence (PL) spectroscopy, Fourier transformed infrared spectroscopy (FT-IR), and confocal Raman spectroscopy. …”
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Effect of lncRNA H19 on Rats with Chronic Heart Failure Based on TGF-β1/Smad3 Signaling Pathway by WANG Lingyan, CAO Guojun, MEI Yang, ZHANG Bin, ZHOU Shijing

“…ObjectiveTo explore the effect of long non-coding RNA H19 (lncRNA H19) and microRNA (miRNA)-200a on cardiac function and myocardial fibrosis in rats with chronic heart failure based on transforming growth factor-β1 (TGF-β1)/Smad homolog 3 (Smad3) signaling pathway.MethodsA total of 60 clean grade adult healthy male SD rats were randomly divided into sham surgery group and model group. …”
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Thermodynamic modelling as a basis for forecasting phase states of hydrocarbon fluids at great and super-great depths by Oleg M. Prishchepa, Denis S. Lutskii, Sergei B. Kireev, Nikita V. Sinitsa

“…The first one is the preservation conditions of large hydrocarbon accumulations forming at depths to 4 km and caused by different geological and tectonic processes occurring at great and super-great depths with partial oil-to-gas transformation. …”
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The effect of the Rostov corn bug population on the sown winter wheat varieties and the used insecticides by A. V. Kapustkina, V. A. Khilevsky

“…In accordance with the “Methodical recommendations on the registration tests of insecticides, acaricides, molluscicides and rodenticides in agriculture” and phenogenetics methods, there have been conducted the analysis and registration of the corn bug number and the study of its phenotypic structure. …”
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Visualisation Design Ideation with AI: A New Framework, Vocabulary, and Tool by Aron E. Owen, Jonathan C. Roberts

“…Throughout the visualisation ideation process, individuals engage in exploring various concepts, brainstorming, sketching ideas, prototyping, and experimenting with different methods to visually represent data or information. …”
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Application of Multidisciplinary Diagnosis and Treatment (MDT) clinical teaching model in the clinical teaching of some undergraduates of breast diseases in surgery by Nan Wang, Lin Li, Luhong Han, Shan Jiang, Youyi Xiong, Fang Wang, Yuanting Gu, Xinxing Wang

“…Contemporary clinical teaching faces challenges with traditional methods unable to address students' theoretical strength and practical limitations. …”
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Preventing Catastrophic Failures: A Review of Applying Acoustic Emission Testing in Multi-Bolted Flanges by Jan Lean Tai, Mohamed Thariq Hameed Sultan, Andrzej Łukaszewicz, Zbigniew Siemiątkowski, Grzegorz Skorulski, Farah Syazwani Shahar

“…The review identifies knowledge gaps and proposes future research directions, including planned laboratory experiments to characterize defect signals in multi-bolted flange systems under different operational conditions. The findings position AET as a transformative solution for industrial inspection and maintenance, offering enhanced safety and reliability for critical infrastructures.…”
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Benchmarking Federated Few-Shot Learning for Video-Based Action Recognition by Nguyen Anh Tu, Nartay Aikyn, Nursultan Makhanov, Assanali Abu, Kok-Seng Wong, Min-Ho Lee

“…Although significant progress has been made in developing few-shot learners, existing methods still face several limitations. Firstly, current methods have not sufficiently explored the effectiveness of 3D feature extractors (e.g., 3D CNNs or Video Transformers), thereby failing to exploit spatiotemporal dynamics in videos. …”
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Electrocatalytic upcycling of plastic waste: Progress, challenges, and future by Jinzhou Li, Junliang Chen, Luyao Zhang, Juan Matos, Li Wang, Jianping Yang

“…The different types of plastic waste upcycled by electrocatalytic strategy are then discussed and the plastic waste transformation process is examined together with the mechanisms underlying the electrocatalytic upcycling. …”
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Correlating the Characteristics and Catalytic Performance of Mn-Na-W-O_x/SiO₂ for Oxidative Coupling of Methane by Hamid Reza Godini, Stefan Berendts, Rafael Kleba-Ehrhardt, Asma Tufail Shah, Oliver Görke

“…These catalysts were synthesized, respectively, via the sol–gel synthesis method (Cat₁) and the incipient wetness impregnation of the non-structured silica support (Cat₂) and structured SBA-15 silica support (Cat₃), under different sets of temperatures and gas compositions. …”
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Multimodal Feature-Driven Deep Learning for the Prediction of Duck Body Dimensions and Weight by Wenbo Xiao, Qiannan Han, Gang Shu, Guiping Liang, Hongyan Zhang, Song Wang, Zhihao Xu, Weican Wan, Chuang Li, Guitao Jiang, Yi Xiao

“…A Transformer encoder is then utilized to capture long-range dependencies and refine feature interactions, thereby enhancing prediction robustness. …”
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ECGNet: High-Precision ECG Classification Using Deep Learning and Advanced Activation Functions by Muhammad Abubakar, Ahsan Raza, Arfan Ali Nagra, Anas Bilal, Ahmad Alshammari, Monir Abdullah, Sahraoui Dhelim

“…The ECGNet model achieves 99% accuracy, outperforming the existing methods. These matrices reflected their ability to efficiently classify the five different classes. …”
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Interest groups in Lithuania: dynamics of development and characteristics of institutionalization by Alvidas Lukošaitis

“…Interestingly, abundance of the interest groups from different sectors stimulates competition, which, oftently urges them to revise the aims and methods of their activity. …”
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