Identification of potential riboswitch elements in Homo sapiens mRNA 5'UTR sequences using positive-unlabeled machine learning. by William S Raymond, Jacob DeRoo, Brian Munsky

“…These 436 sequences were mapped back to the most similar riboswitches within the positive data and examined. …”
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Developmental experience of the geoinformation system for floodplain lands of the Don basin by D. A. Solodovnikov, S. S. Shinkarenko, N. M. Khavanskaya, N. A. Kukushkina

“…The area of the river basin (tributary), the slope and exposure of the sides of the valley, the slope of the river bed and the length of the watercourse, the area of floodplains, agricultural land on floodplain lands, forest land, the tortuosity of the river and the development of the floodplain and the number, area and volume of small reservoirs were obtained by processing digital terrain models employing functions of the Spatial Analyst module and satellite images in automatic mode.Results. …”
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Estimation of Missing DICOM Windowing Parameters in High-Dynamic-Range Radiographs Using Deep Learning by Mateja Napravnik, Natali Bakotić, Franko Hržić, Damir Miletić, Ivan Štajduhar

“…A range of architectures, including MobileNetV3Small, VGG16, ResNet50, and ViT-B/16, were trained on high-bit-depth computed radiography images using various combinations of loss functions, including structural similarity (SSIM), perceptual loss (LPIPS), and an edge preservation loss. …”
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A Dynamic State Cluster-Based Particle Swarm Optimization Algorithm by Zhenya Diao, Fei Yu, Hongrun Wu, Xuewen Xia

“…Eventually, comparative analysis with 10 advanced existing algorithms on the CEC2017 and CEC2022 benchmark suites demonstrates that DSCPSO achieves competitive performance across over 70% of the functions, validating the algorithm’s effectiveness and superiority. …”
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Quality improvement exercises in Inflammatory Bowel Disease (IBD) services: A scoping review. by Katie Ridsdale, Kajal Khurana, Azizat Temidayo Taslim, Jessica K Robinson, Faith Solanke, Wei Shao Tung, Elena Sheldon, Daniel Hind, Alan J Lobo

“…<h4>Conclusion</h4>Good quality evidence exists on approaches to improve the quality of a narrow range of IBD service functions, but there are many topic areas with little or no published quality improvement initiatives. …”
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Fault Prediction for Rotating Mechanism of Satellite Based on SSA and Improved Informer by Qing Lan, Ye Zhu, Baojun Lin, Yizheng Zuo, Yi Lai

“…The rotational mechanism, which plays a critical role in energy supply, payload antenna pointing, and attitude stabilization in satellites is essential for the overall functionality and performance stability of the satellite. …”
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Non-Destructive Detection of Fillet Fish Quality Using MQ135 Gas Sensor and Neutrosophic Logic-Enhanced System by M. Y. Shams, M. R. Darwesh, Roheet Bhatnagar, N. S. A. Al-Sattary, A. A. Salama, M. S. Ghoname

“…Image processing techniques, including histogram analysis, color mapping, and edge detection, were also applied to assess fish quality. …”
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Data for local decision-making, not a mere reporting requirement: development of an index to measure facility-level use of HMIS data by Jiage Qian, Solomon Shiferaw, Assefa Seme, Ousman E. Esmale, Wubshet Denboba, Elizabeth Stierman, Linnea Zimmerman, Andreea A. Creanga

“…# Background Well-functioning health management information systems (HMIS) enable decision-making at all health system levels. …”
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A new spin on chemotaxonomy: Using non‐proteogenic amino acids as a test case by Makenzie Gibson, William Thives Santos, Alan R. Oyler, Lucas Busta, Craig A. Schenck

“…Unlike core metabolites, specialized metabolites are restricted to certain plant lineages; thus, in addition to their ecological functions, specialized metabolites can serve as diagnostic markers of plant lineages. …”
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UX-MAPPER: An automated approach to analyze app store reviews with a focus on UX by Walter T. Nakamura, Edson C. C. de Oliveira, Elaine H. T. de Oliveira, Tayana Conte

“…We performed exploratory studies to investigate the problem, a systematic mapping study to identify UX-affecting factors, and an empirical study to ascertain practitioners’ relevance and acceptance of UX-MAPPER. …”
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Observation optimization for marine target tracking by airborne and maritime unmanned platforms cooperation using adaptive enhanced dung beetle optimization by Qiuyang Dai, Faxing Lu, Haoran Shi, Junfei Xu, Jianjing Qu

“…Subsequently, we design AEDBO by integrating an improved Tent chaotic mapping and centroid opposition-based learning strategy to enhance population diversity. …”
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Regulation of the Abundance of Kaposi's Sarcoma-Associated Herpesvirus ORF50 Protein by Oncoprotein MDM2. by Tzu-Hsuan Chang, Shie-Shan Wang, Lee-Wen Chen, Ying-Ju Shih, Li-Kwan Chang, Shih-Tung Liu, Pey-Jium Chang

“…The PARS-I motif mainly functions as a nuclear localization signal in the control of ORF50 abundance, whereas the PARS-II motif is required for the binding of ubiquitin enzymes in the nucleus. …”
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Modeling complex systems in animal science: A pedagogical framework for new researchers by Luis Orlindo Tedeschi, Dan Tulpan, Hector M. Menendez III, Ricardo Augusto Mendonça Vieira

“…Modelers must balance simplicity and complexity to maintain functionality while reflecting real-world systems. Simple models, though limited, offer greater usability and interpretability, while complex models can become challenging to apply practically. …”
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Spatiotemporal understanding of behaviors of laying hens using wearable inertial sensors by Tsuyoshi Shimmura, Itsufumi Sato, Ryo Takuno, Kaori Fujinami

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DYNAMIC ERROR OF THE TEMPERATURE SENSORS WITH THE SOUNDING OF THE ATMOSPHERE by E. A. Bolelov, Yu. M. Ermoshenko, M. B. Fridzon, Yu. N. Korablev

“…GPR scanning data are the basis for the mapping of baric topography used in the development of aviation weather forecasts. …”
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Connecting urban green and blue spaces with children’ health: a bibliometric analysis in CiteSpace and VOSviewer by Yutong Kang, Zhengbing Guo

“…Key research themes include mental and physical health impacts, social skills development, and the educational functions of nature exposure.DiscussionThis study reveals the interdisciplinary and collaborative nature of current research and emphasizes the importance of ensuring equitable access to high-quality natural environments in urban areas. …”
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A Novel Multi-Dynamic Coupled Neural Mass Model of SSVEP by Hongqi Li, Yujuan Wang, Peirong Fu

“…Specific parallel linear transformation functions were designed based on SSVEP frequency responses, and weight coefficient matrices were determined according to the frequency band energy distribution under different visual stimulation frequencies in the pre-recorded SSVEP signals. …”
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A Reconfigurable 1x2 Photonic Digital Switch Controlled by an Externally Induced Metasurface by Alessandro Fantoni, Paolo Di Giamberardino

“…MMI couplers, based on self-imaging multimode waveguides, are very compact integrated optical components that can perform many different splitting and recombining functions. The input–output model has been defined using a machine learning approach; a high number of images have been generated through simulations, based on the beam propagation algorithm, obtaining a large dataset for an MMI structure under different activation maps of the MOS pixels. …”
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Development of Isoparametric Shell Elements with Variable Edge Order and Movable Nodes in the Nonlinear Hybrid Simulation of Reinforced Concrete Structures by Can Balkaya

“…In this study, nonlinear isoparametric shell elements with variable edge order and moving nodes from CBAL4M to CBAL12M were developed and integrated into FINITE. Specific mapping and surfaces for two-dimensional isoparametric shell elements, shape functions, and their derivatives are presented. …”
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Dynamic Processes of Development Jointing of a Fractal Type: Models for a Solid-State Material of the Chamber in a Power Facility during its Operation by T. V. Ryzhova, D. N. Bukharov, M. M. Arakelyan, S. M. Arakelyan

“…The issues of dynamic processes of development of micro- and nanojointing structures of a fractal type from stress points in the solid material/metal of the internal chamber with the working substance of energy devices under conditions of different modes of their functioning are considered. At the same time, regularity, determinism and stochasticity can be realized according to various well-known scenarios, which is illustrated by the example of a number of modes. …”
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