Rotating Machinery Structural Faults Feature Enhancement and Diagnosis Based on Multi-Sensor Information Fusion by Baozhu Jia, Guanlong Liang, Zhende Huang, Xuewei Song, Zhiqiang Liao

“…To further validate the superiority of the proposed method, it was compared with different 2D signal transformation methods. …”
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Data‐Driven Molecular Typing: A New Frontier in Esophageal Cancer Management by Yue Du, Bianli Gu, Linlin Shi, Yong She, Qi Zhao, Shegan Gao

“…Multi‐omics integration, encompassing somatic genomic alterations, inherited genetic mutations, transcriptomics, proteomics, metabolomics, and single‐cell sequencing, has enabled the identification of distinct molecular subtypes of ESCC. Method This article systematically reviewed the current status of molecular subtyping of ESCC based on big data, summarized unique subtypes with differing treatment responses and prognostic outcomes. …”
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Towards a sustainable school culture by María del Carmen Romero-García, Olga Buzón-García, Beatriz Amante García

“…The learning needs of today's students, who must learn to live in a globalised, digitalised, intercultural, changing society that produces vast amounts of information, require different teaching methods from those used 20 years ago (Ermakova, 2020). …”
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Cross-Supervised LiDAR-Camera Fusion for 3D Object Detection by Chao Jie Zuo, Cao Yu Gu, Yi Kun Guo, Xiao Dong Miao

“…Fusing LiDAR and camera information is essential for achieving accurate and reliable 3D object detection in autonomous driving systems. Due to inherent differences between different modalities, seeking an efficient and accurate fusion method is of great importance. …”
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Global Feature Focusing and Information Enhancement Network for Occluded Pedestrian Detection by ZHENG Kaikui, JI Kangyou, LI Jun, LI Qiming

“…This method can reduce the dependence on large scale labeled datasets, improve the model's generalization ability, and further enhance the method's applicability and accuracy in different scenarios.…”
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Synthesis, Characterization, and Stability Study of Selenium Nanoparticles Coated with Purified Polysaccharides from <i>Ononis natrix</i> by Nour Bhiri, Nathalie Masquelez, Moncef Nasri, Rim Nasri, Mohamed Hajji, Suming Li

“…P2-SeNPs were prepared through a green synthesis method involving sodium selenite, P2, and ascorbic acid, and characterized by dynamic light scattering (DLS), transmission electron microscopy (TEM), Fourier-transform infrared (FT-IR) spectroscopy, and X-ray diffraction (XRD). …”
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A Novel Foundation Model-Based Framework for Multimodal Retinal Age Prediction by Christopher Nielsen, Matthias Wilms, Nils D. Forkert

“…Significance: The findings underscore the potential of multimodal retinal imaging to transform RAG into a clinically relevant and highly accessible biomarker for disease detection.…”
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Ceftriaxone-Loaded Liposomal Nanoparticles for Pulmonary Delivery Against Lower Respiratory Tract Infections: Development and Characterization by Vijay Kumar Panthi, Kathryn E. Fairfull-Smith, Timothy J. Wells, Tony Wang, Nazrul Islam

“…<b>Background/Objectives:</b> Herein, we demonstrate the development and characterization of ceftriaxone (CTX)-loaded liposomal nanoparticles (NPs) intended to be applicable to the management of lower respiratory tract infections (LRTIs) associated with resistant bacteria. <b>Methods:</b> The CTX-loaded liposomal NPs were fabricated by a thin film hydration approach. …”
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Tannins from <i>Acacia mearnsii</i> De Wild as a Sustainable Alternative for the Development of Latent Fingerprints by Danielle Tapia Bueno, Amanda Fonseca Leitzke, Rayane Braga Martins, Daisa Hakbart Bonemann, Emanuel Gomes Bertizzolo, Gabrielly Quartieri Sejanes, Juliana Porciúncula da Silva, Lucas Minghini Gonçalves, Neftali Lenin Villarreal Carreno, Claudio Martin Pereira de Pereira

“…Combining this tannin with spent bark ash resulted in a composite whose performance was evaluated using different methods, including depletion studies, tests with various donors, and assessments on different surfaces. …”
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Mechanical Properties and Microstructure of Alkali-Activated Cements with Granulated Blast Furnace Slag, Fly Ash and Desert Sand by Yunpeng Liu, Xihao Yang, Wendi Tian, Zhenbo Fu, Yimeng Zhao, Binghan Li, Shiji Li, Da Xu, Shige Yu, Zhiyu Yao, Tian Zhao, Xinfeng Ouyang, Guangfei Wang, Hai Yu, Dan Li, Rongxin Guo, Yen Wei, Kangmin Niu

“…This study also analyzed the X-ray diffractometer (XRD), Scanning Electron Microscopy-Energy Dispersive X-ray Microanalysis (SEM-EDX), Mercury Intrusion Porosimetry (MIP), pH values, and Fourier-transform infrared spectroscopy (FT-IR) properties of AAC pastes containing differently treated desert sand to uncover the mechanisms by which these treatments and dosages influence mechanical properties of AAC. …”
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Uncertainty Estimation in Cardio Landmark Detection and Heart Disease Diagnosis on Chest X-Ray Images by Dmitry Lvov, Ivan Stebakov, Alexei Kornaev, Ilya Pershin, Tamerlan Mustafaev, Danil Afonchikov, Ramil Kuleev, Iskander Bariev, Bulat Ibragimov

“…Natural data uncertainty was also measured from labels provided by different radiologists and implemented in the form of a label transform for the coordinates of the landmarks. …”
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An innovative Social Multi-Criteria Evaluation of urban policy: the East Naples port-city case study by Simona Panaro, Stefania Regalbuto, Gaia Daldanise, Giuliano Poli, Maria Cerreta

“…Although ports are important for the economic development of a territory, they can generate significant negative impacts on surrounding areas. Consequently, transformation processes in port areas frequently precipitate conflict at different levels. …”
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BlendNet: a blending-based convolutional neural network for effective deep learning of electrocardiogram signals by S. Premanand, Sathiya Narayanan

“…Since 2D-represented ECG signals facilitate better feature extraction, it is a common practice to convert an ECG signal into a scalogram image using a continuous wavelet transform (CWT) approach and then subject it to a DL architecture such as 2-D CNN. …”
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Investigation of Tannic Acid Crosslinked PVA/PEI-Based Hydrogels as Potential Wound Dressings with Self-Healing and High Antibacterial Properties by Nimet Rumeysa Karakuş, Serbülent Türk, Gamze Guney Eskiler, Marat Syzdykbayev, Nurbol O. Appazov, Mahmut Özacar

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Evaluating DNA damage in earthworms (Eisenia fetida’s): toxicological insights from carbon, gold, and silver nanoparticles using enzyme and comet assays by Ramsha Latif, Shazia Perveen, Sumaira Kanwal, Saima Nasreen, Fariha Latif, Mommna Khan, Sadaf Ahmad, Ali Irfan, Gamal A. Shazly, Yousef A. Bin Jardan

“…Advanced methods such as energy dispersive X-ray spectroscopy, scanning electron microscopy, and Fourier transform infrared spectroscopy were used to synthesize and characterize the nanoparticles, yielding important insights into their structure and behavior. …”
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Comparison of PCA and 2DPCA Accuracy with K-Nearest Neighbor Classification in Face Image Recognition by Sri Sutarti, Anggyi Trisnawan Putra, Endang Sugiharti

“…The image has a variety and has large dimensions, so that dimension reduction is needed, one of them is Principal Component Analysis (PCA) method. Dimensional transformation on image causes vector space dimension of image become large. …”
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Effect of Perftoran on Membrane Nanostructure of Discocyte and Stomatocyte after Acute Blood Loss by V. V. Moroz, I. S. Novoderzhkina, A. V. Afanasyev, Yu. V. Zarzhetsky, I. A. Ryzhkov, E. K. Kozlova, A. M. Chernysh

“…The RBC membrane structure was studied using the Femtoscan atomic force microscope at ranges with different spatial periods. The ranges were selected using the Fourier transform and spectral windowing. …”
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Synthesis and evaluation of novel O-functionalized aminated chitosan derivatives as antibacterial, antioxidant and anticorrosion for 316L stainless steel in simulated body fluid by Nazly Hassan, Aisha Hendy, Asmaa Ebrahim, T.M. Tamer

“…The corrosion inhibition of these compounds was investigated using two electrochemical methods (potentiodynamic polarization technique and electrochemical impedance spectroscopy). …”
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Blended Learning in Russian Higher Education: The Evolution of the Term in Science and Practice by Elena N. Strelchuk, Mariya N. Kozhevnikova, Victoria S. Borchenko

“…However, under the new conditions, the authors’ original idea of combining different forms of learning has been transformed into a mixture of online and offline learning. …”
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Intelligent optimization algorithm based on benchmarking by Anshi XIE

“…Many of the issues in scientific research,engineeringand management can be transformed into optimization problems.The various methods applied to these problems were a variety of models.Designing different methods was designing different models.The theme was to model the benchmarking philosophy in business management as a meta-heuristic search method for single objective bound-constrained real-parameter optimization problems.According to the principle of Occam’s Razor,many complicated operators and their probability tuning rules were abandoned and a simple framework was used to organize the core operators to achieve the effect of many composition algorithms.…”
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