DeepBiteNet: A Lightweight Ensemble Framework for Multiclass Bug Bite Classification Using Image-Based Deep Learning by Doston Khasanov, Halimjon Khujamatov, Muksimova Shakhnoza, Mirjamol Abdullaev, Temur Toshtemirov, Shahzoda Anarova, Cheolwon Lee, Heung-Seok Jeon

“…Our model, optimized for mobile deployment with quantization and TensorFlow Lite, enables rapid on-client computation and eliminates reliance on cloud-based processing. …”
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Millettia aboensis leaves extract as eco-friendly corrosion inhibitor for mild steel in acidizing solution: From experimental to molecular level prediction by Fidelis E. Abeng, Benedict I. Ita, Magdalene E. Ikpi, Vitalis I. Chukwuike, Alexander I. Ikeuba, Moses M. Edim, Maduabuchi A. Chidiebere, Abhinay Thakur, Valentine C. Anadebe

“…The results showed that the inhibition efficiency (IE%) improved to 88.6 % with the addition of inhibitor concentration from 0.1 g/L to 3.0 g/L and that the corrosion rate drastically reduced from 56.91 mpy to 16.09 mpy. …”
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Effectiveness of The Umbrella Collaboration Versus Traditional Umbrella Reviews for Evidence Synthesis in Health Care: Protocol for a Validation Study by Beltran Carrillo, Marta Rubinos-Cuadrado, Jazmin Parellada-Martin, Alejandra Palacios-López, Beltran Carrillo-Rubinos, Fernando Canillas-Del Rey, Juan Jose Baztán-Cortes, Javier Gómez-Pavon

“…The first part involves a quantitative comparison of results obtained using TU and TURs in geriatrics. …”
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Management of regional training systems by V. I. Blinov, I. S. Sergeev, E. Yu. Esenina, L. N. Kurteeva, S. A. Osadcheva

“…The criteria and indicators of efficiency assessment of regional development programmes of vocational education were presented and justified. …”
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Potential of predicting mildly reduced and reduced left ventricular ejection fraction in patients in the post-infarction period by V. E. Oleynikov, L. I. Salyamova, N. A. Donetskaya, A. V. Vdovkin, A. A. Chernova, O. D. Vershinina, Yu. A. Tomashevskaya, I. A. Babkina

“…The following predictors of decreased LVEF were determined 24 weeks after STEMI: ischemia injury mass, scar tissue, microvascular obstruction, global contrast index according to MRI; global work efficiency and global work index on echo cardiography.Conclusion. …”
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A TaqMan qPCR for precise detection and quantification of diarrheagenic Escherichia coli by Bingyu Xue, Huanrong Zhang, Xia Yan, Xiaoyan Su, Yuling Zhou, Junjin Xie, Sheng Li, Yang Zhou, Lin Li

“…Therefore, this study successfully developed a Taqman real-time fluorescence quantitative PCR assay with high specificity, sensitivity, repeatability, and amplification efficiency as well as significant regression effect. …”
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Parents’ understanding and attitudes toward the application of AI in pediatric healthcare: a cross-sectional survey study by Yan-Dan Huang, Shu-Long Zeng, Jie Lin, Zhi-Peng Mao, Qi-Liang Zhang, Gao-Zhong Feng, Qiong-Xia Ou

“…Data were analyzed using SPSS (version 25.0). Quantitative variables were expressed as mean and standard deviation, and categorical variables using frequencies and percentages. …”
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Enhanced membrane protein production in HEK293T cells via ATF4 gene knockout: A CRISPR-Cas9 mediated approach by Byung-Jo Choi, Ba Reum Kim, Ho Joong Choi, Ok-Hee Kim, Say-June Kim

“…Compared to wild-type cells, ATF4-KO cells exhibited a significant increase in membrane protein production, with a 52.2 ± 19.0% improvement. Gene editing efficiency was compared between the two delivery systems, with the two-vector system demonstrating higher efficiency based on T7E1 assays. …”
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Comparative analysis of reagent kits for DNA extraction from dry blood stains by A. V. Sedykh, M. A. Saitgalina, Yu. V. Ostankova, A. A. Totolian

“…The efficiency of DNA isolation using different reagent kits was additionally monitored by real-time PCR results using a test system to assess the level of TREC and KREC in peripheral blood, since quantitative analysis requires more attention to the material under study.In assessing the purity of the nucleic acid extracted using four kits analyzed, successful deproteinization of DNA samples and relative purity could be observed. …”
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Effects of TDP-43 on mouse gingival fibroblasts stimulated by LPS: An experimental study by XU Huilin, SU Jiansheng

“…LPS of different concentrations and treatment time were set, mRNA expression levels of related inflammatory factors were detected by real-time quantitative polymerase chain reaction (RT-qPCR), and the optimal treatment conditions were selected. …”
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Orofacial myofunctional and anthropometric characteristics of children with and without microcephaly: a case-control study by Andréa Monteiro Correia MEDEIROS, Gabriela Rodrigues Dourado NOBRE, Geyse do Espírito Santo REZENDE, Íkaro Daniel de Carvalho BARRETO, Jonan Emi Valencia CARDENAS, Sarah Catarina Santos NASCIMENTO, Anna Luiza dos Santos MATOS, Asenate Soares de Matos PEREIRA, Ricardo Queiroz GURGEL, Giédre BERRETIN-FELIX

“…Results We found lower swallowing efficiency scores in children with microcephaly aged 13–18 months. …”
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Scientometric Analysis on Climate Resilient Retrofit of Residential Buildings by Jacynthe Touchette, Maude Lethiecq-Normand, Marzieh Riahinezhad

“…The research trends analysis reveals that emerging interests in resilient residential retrofit encompass nature-based solutions, energy efficiency, thermal comfort, microclimates, durability, post-disaster recovery, and extreme events. …”
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Dynamics of free radical processes in the oral fluid of patients with chronic recurrent aphthous stomatitis at the first stage of therapy by O. V. Tarasova, A. V. Shumsky, O. N. Pavlova, O. N. Gulenko

“…Significant decrease of the studied indexes of oral liquid testifies to the efficiency of the first stage of therapy of aphthous stomatitis by antiseptic preparations and decrease of intensity of oxidative processes in oral liquid. …”
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Atomic Pt-Layer-Coated Au Peroxidase Nanozymes with Enhanced Activity for Ultrasensitive Colorimetric Immunoassay of Interleukin-12 by Han Zhang, Xiang Peng, Hao Song, Yongfeng Tan, Jianglian Xu, Qunfang Li, Zhuangqiang Gao

“…Although colorimetric enzyme-linked immunosorbent assays (CELISAs) have been extensively employed to detect IL-12 in biological samples, their sensitivity is inherently limited by the catalytic efficiency of enzyme labels, presenting substantial challenges in achieving ultrasensitive detection and enabling pre-symptomatic diagnosis of diseases. …”
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Development and research of the quadrupole mass spectrometry simulation model with the entire ion optics system by Lina Yang, Yuqing Gu, Hao Gong, Zi-long Liu, Xingchuang Xiong, Xiang Fang

“…These components work together to enable qualitative and quantitative analysis. Researchers often adopt single-component simulation models rather than comprehensive ones due to the need for resource allocation and specific research goals. …”
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MmNet: Identifying Mikania micrantha Kunth in the wild via a deep Convolutional Neural Network by Xi QIAO, Yan-zhou LI, Guang-yuan SU, Hong-kun TIAN, Shuo ZHANG, Zhong-yu SUN, Long YANG, Fang-hao WAN, Wan-qiang QIAN

“…After training and testing, the identification of 400 testing samples by MmNet is very good, with accuracy of 94.50% and time cost of 10.369 s. Moreover, in quantitative comparative analysis, the proposed MmNet not only has high accuracy and efficiency but also simple construction and outstanding repeatability. …”
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Improvement of Technologies for Isolation and Purification of Biologically Active Substances from Plant Raw Materials by G. N. Turmanidze, V. V. Sorokin, K. S. Stepanov, M. A. Ignatenko

“…To evaluate the results obtained on the basis of modeling, a number of experiments were carried out, the object of which was the peel of an orange (dried flavedo and albedo, grinding degree 0.1–0.2 mm, moisture content 3.5 %). The quantitative content of the flavonoid complex in terms of hesperidin was determined by direct spectrophotometry at a wavelength of 290 nm, the quantitative content of hesperidin was determined gravimetrically. …”
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ACO-NM hybrid optimization calculation method for transit time of oxygen activation logging in CO2 injection profile by WANG Zhengyan, CHEN Meng, YANG Guofeng, LIU Guoquan, PEI Yang, CHEN Qiang

“…The application of this method enables enhanced operational efficiency and economic viability of CO2 injection, improved oil and gas recovery, and more precise and efficient resource development.…”
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Practice and challenges of humanitarian logistics management within the Ethiopian public pharmaceutical supply chain by Biniam Bahiru Tufa, Shiferaw Mitiku Tebeka

“…A mixed-methods approach, combining both quantitative and qualitative data, was employed concurrently. …”
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Research on User Demands and Functional Design of an AR-Based Interior Design and Display Platform for Recreational Vehicles by Xun Zhang, Xiyu Wang, Wei Xu

“…Objective: To study the interactive form and application of AR technology in the interior design and display of RV, to provide new ideas and solutions for the interior design of RV, to optimize the user experience of customers and improve the work efficiency in the process of customized interior design of RV. …”
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