Comparative Evaluation of Machine Learning-Based Radiomics and Deep Learning for Breast Lesion Classification in Mammography by Alessandro Stefano, Fabiano Bini, Eleonora Giovagnoli, Mariangela Dimarco, Nicolò Lauciello, Daniela Narbonese, Giovanni Pasini, Franco Marinozzi, Giorgio Russo, Ildebrando D’Angelo

“…However, manual interpretation by radiologists is complex and subject to variability, emphasizing the need for automated diagnostic tools to enhance accuracy and efficiency. …”
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Advancing Particle Tracking: Self-Organizing Map Hyperparameter Study and Long Short-Term Memory-Based Outlier Detection by Max Klein, Niklas Dormagen, Lukas Wimmer, Markus H. Thoma, Mike Schwarz

“…Particle tracking velocimetry (PTV) forms the basis for many fluid dynamic experiments, in which individual particles are tracked across multiple successive images. However, when the experimental setup involves high-speed, high-density particles that are indistinguishable and follow complex or unknown flow fields, matching particles between images becomes significantly more challenging. …”
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Potential of diagnostic electron microscopy of calcification, pathological neovascularization and elastolysis in combination with phenotyping of cell populations in large arteries by R. A. Mukhamadiyarov, K. Yu. Klyshnikov, V. A. Koshelev, A. G. Kutikhin

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Genomics, phenomics, and machine learning in transforming plant research: Advancements and challenges by Sheikh Mansoor, Ekanayaka M.B.M. Karunathilake, Thai Thanh Tuan, Yong Suk Chung

“…Phenomics seeks to link genetic information with biological processes and environmental factors to better understand complex traits and diseases. Recent breakthroughs in this field include the development of advanced imaging technologies, artificial intelligence algorithms, and large-scale data analysis techniques. …”
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Enhancing Guided Wave Tomography for Improved DefectDetection in Critical Structures by Igor Sakhabiev, Maolin Li, Younho Cho, Young H Kim

“…Incorporating adaptive probability mapping, DC-RAPID significantly enhances imaging quality and defect resolution. Comparative analysis demonstrates the superior accuracy and reliability of DC-RAPID in identifying and characterizing defects. …”
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ASSESSMENT MODEL OF THE NATIONS' HUMAN CAPITAL - THE CASE OF THE EU COUNTRIES by Laura-Maria, Dindire

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The Connectome Visualization Utility: software for visualization of human brain networks. by Roan A LaPlante, Linda Douw, Wei Tang, Steven M Stufflebeam

“…In analysis of the human connectome, the connectivity of the human brain is collected from multiple imaging modalities and analyzed using graph theoretical techniques. …”
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A comprehensive systematic review of fMRI studies on brain connectivity in healthy children and adolescents: Current insights and future directions by Raquel Cosío-Guirado, Mérida Galilea Tapia-Medina, Ceren Kaya, Maribel Peró-Cebollero, Erwin Rogelio Villuendas-González, Joan Guàrdia-Olmos

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Global Feature Focusing and Information Enhancement Network for Occluded Pedestrian Detection by ZHENG Kaikui, JI Kangyou, LI Jun, LI Qiming

“…The method starts with feature extraction employ HRNet-W32 as the backbone network to generate multi-scale feature maps with different resolutions (1/4, 1/8, 1/16, and 1/32 of the input image). These feature maps capture both high-level semantic information and low-level spatial details, which are essential for detecting pedestrians in complex scenes. …”
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SLACPSS: Secure Lightweight Authentication for Cyber–Physical–Social Systems by Ahmed Zedaan M. Abed, Tamer Abdelkader, Mohamed Hashem

“…The analysis shows that the proposed protocol is lightweight and secure.…”
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The evolution and scope of Article 38 of the Convention on the Rights of the Child in a globalizing world by Dawid Stadniczeńko

“…Objectives An analysis of the issue of how the child is perceived within the socio-cultural construct, which was subsequently regulated in Article 38 of the Convention on the Rights of the Child. …”
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A comprehensive review of direct, indirect, and AI-based detection methods for milk powder by Xiaodong Song, Song Shen, Guanjun Dong, Haohan Ding, Haohan Ding, Zhenqi Xie, Long Wang, Wenxu Cheng

“…The indirect detection methods of milk powder mainly use microscopic imaging, spectral analysis, electronic nose system, environmental parameter monitoring and other technologies to establish complex mathematical models and provide a fast and non-destructive alternative. …”
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Double Stokes polarimetric microscopy for chiral fibrillar aggregates by Viktoras Mazeika, Kamdin Mirsanaye, Leonardo Uribe Castaño, Serguei Krouglov, Mehdi Alizadeh, Mykolas Maciulis, Lukas Kontenis, Vitalijus Karabanovas, Virginijus Barzda

“…Abstract Second harmonic generation (SHG) microscopy is a powerful tool for imaging collagen and other noncentrosymmetric fibrillar structures in biological tissue. …”
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READINESS OF FUTURE SPECIALISTS IN THE SOCIONOMIC AREA FOR APPLICATION OF DIGITAL TECHNOLOGIES IN PROFESSIONAL ACTIVITIES AS A PEDAGOGICAL PROBLEM by Leonova Aksiniia, Sliusarenko Mykola

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Design, Synthesis, Biological Evaluation, DFT Calculations, and Molecular Docking Investigations of 99mTc-Rosuvastatin as a Promising Radiopharmaceutical for Liver Targeting by Moustapha Eid Moustapha, El Hassane Anouar, Hend Fayez

“…The in vitro stability and radiochemical yield were investigated, and the yield of the 99mTc-rosuvastatin complex was 89.5 ± 1.85%. Biodistribution study revealed a good preferential localization of 99mTc-rosuvastatin in liver tissues suggesting using the labeled compound as a promising liver imaging candidate. …”
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Efficient Sedimentary Facies Recognition Using Vision Transformer and Weakly Supervised Deep Multi-View Clustering by Hao Wu, Yu-Jie Dai, Xin-Yu Liu

“…First, we use ViT for feature extraction from sedimentary facies images, capturing global information through the self-attention mechanism, thereby enhancing the ability to recognize complex sedimentary facies patterns. …”
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Markers of Translingualism in the Auezkhan Kodar’s Poetry by Emil B. Sagintayev, Svetlana V. Ananyeva, Olga A. Valikova, Alyona S. Demchenko

“…The material for the analysis was A. Kodar’s poem “To Korkut” - one of the most complex works of the author in terms of interpretation. …”
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ABOUT THE PROBLEMS OF LIFE CRISIS OF PERSONALITY by Inesa V. Harkusha, Serhii V. Dubinskyi

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THE EVOLUTION OF NATIONAL PERFORMANCE ART: MUSICAL INTERPRETATION IN THE CONTEXT OF TRADITION AND MODERNITY by Nataliia POSIKIRA-OMELCHUK, Tymur IVANNIKOV, Ulyana MOLCHKO, Viktoriia PROKOPCHUK, Angelika TATARNIKOVA

“…Given the complexity of objective auditory analysis, we believe that the development of software that will allow us to identify agogic and dynamic features of performance at the level of individual sounds in musical phrases is a promising direction. …”
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Application of Roadside Perception Method Based on Improved DeepSORT in Surface Mine by YUE Wei, LIN Jun, KANG Gaoqiang, YOU Jun, XU Yanghan, TONG Hao

“…This approach involves using cameras to acquire image data on vehicles and pedestrians in the mine, which are accurately identified by the YOLOv5s algorithm. …”
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