Deep learning-based image classification for AI-assisted integration of pathology and radiology in medical imaging by Lanting He, Lan Luan, Dan Hu

“…IntroductionThe integration of pathology and radiology through artificial intelligence (AI) represents a groundbreaking advancement in medical imaging, providing a powerful tool for accurate diagnostics and the optimization of clinical workflows. Traditional image classification methods encounter substantial challenges due to the inherent complexity and heterogeneity of medical imaging datasets, which include multi-modal data sources, imbalanced class distributions, and the critical need for interpretability in clinical decision-making.MethodsAddressing these limitations, this study introduces an innovative deep learning-based framework tailored for AI-assisted medical imaging tasks. …”
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The Evolution of the Industrial Specialization of the Radio Electronics Industry of Saint-Petersburg by D. V. Klushantsev

“…The article uses the following methods: analysis, synthesis, grouping, comparison, observation, generalization.Results: the literature devoted to the radio electronics industry, its transformation and development is critically analyzed. …”
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Regenerative Strategies in Dentistry: Harnessing Stem Cells, Biomaterials and Bioactive Materials for Tissue Repair by Vidhya Rekha Umapathy, Prabhu Manickam Natarajan, Bhuminathan Swamikannu

“…As we move forward, the prospects for regenerative dentistry are in subsequent developments of stem cell technology, biomaterial optimization, and individualized treatment methods, which might become increasingly integrated in dental practices globally. …”
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Quinoa malt and blueberry functional beverage: effect of malting and consumer sensory evaluation by Eliana Gabriela Contreras, Tatiana Rojas-Ayerve, Elizabeth Fuentes-Campos, Erika Lizet Chaiña Mamani, Alessandra Arosena-Chao, Ana María Muñoz Jauregui

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Epidemic Outbreak of Catheter-Associated Bloodstream Infections among Patients Receiving Renal Replacement Therapy by D. V. Kvashnina, O. V. Kovalishena, O. M. Sutyrina, I. V. Solov’yeva, I. V. Belova, A. G. Tochilina, I. Yu. Shirokova

“…Background:  Hemodialysis is the most common method of renal replacement therapy (RRT), however, its use is associated with risk of catheter-associated bloodstream infections (CABSI). …”
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Constructing a Biomass-Data Center Nexus for Circular Economy-Based Energy Systems Integration by Pengya Wang, Li Pan, Guannan He, Gengyin Li, Jie Song, Ming Zhou, Jianxiao Wang

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Coupling regulation of water and fertilizer in cold farmland of Harbin, Heilongjiang, China, based on resource-benefit-environment synergy by Yingshan Chen, Yaowen Xu, Aizheng Yang, Qiang Fu, Dong Liu, Mo Li

“…This study combines field experiments, process simulation, and optimization modeling to develop a sustainable method for regulating water and fertilizers in cold farmland. …”
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Extraction of gully erosion using multi-level random forest model based on object-based image analysis by Mengxia Xu, Mingchang Wang, Fengyan Wang, Xue Ji, Ziwei Liu, Xingnan Liu, Shijun Zhao, Minshui Wang

“…The Gaofen-2 (GF-2) image was selected as the main data source, supplemented by topographic data, to segment the features in Dehui City based on multi-scale segmentation method. …”
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Shipping cost feasibility of LNG distribution with multiple island gas power plant destinations by Muhammad Arif Budiyanto, Gigin Rizki Novrian, Achmad Riadi, Gerry Liston Putra, Gunawan, Gerasimos Theotokatos

“…The shipping route optimization method used is the capacitated vehicle routing problem combined with linear programming and a greedy algorithm with an objective function to maximize the ship’s load capacity. …”
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Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling. by Burak Alakent, Erkan Isikli, Cigdem Kadaifci, Tonguc S Taspinar

“…Since a model is constructed separately for each test point, the proposed method is, indeed, an example of JITL. The JITL-GPR method is easy to use and optimize, and offers a reduction in forecast errors compared to traditional time series methods and a state-of-the-art combination model; therefore, it is a promising tool for NGD forecasting in similar settings.…”
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A grid-forming energy storage damping strategy based on bidirectional proportional regulation by Yiqi Liu, HengKe Zhang, Yucheng Wu, Xiao Yu, Mingfei Ban, Gang Zheng, Jiawei Zhang

“…This strategy introduces a proportional component to replace the traditional damping source, resolving the conflict between steady-state performance and dynamic response. …”
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Preparation of Palladium-Impregnated Ceria by Metal Complex Decomposition for Methane Steam Reforming Catalysis by Worawat Wattanathana, Suttipong Wannapaiboon, Chatchai Veranitisagul, Navadol Laosiripojana, Nattamon Koonsaeng, Apirat Laobuthee

“…Palladium-impregnated ceria materials were successfully prepared via an integrated procedure between a metal complex decomposition method and a microwave-assisted wetness impregnation. …”
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L0-Norm based Image Pansharpening by using population-based algorithms by Mehmet Akif Günen, María-Luisa Pérez-Delgado, Erkan Beşdok

“…Earth observation satellites capture panchromatic images at high spatial resolution and multispectral images at lower resolution to optimize the use of their onboard energy sources. This results in a technical necessity to synthesize high-resolution multispectral images from these data. …”
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Automatic fused multimodal deep learning for plant identification by Alfreds Lapkovskis, Natalia Nefedova, Ali Beikmohammadi

“…This shift introduces the challenge of determining the optimal point for modality fusion.MethodsIn this paper, we introduce a pioneering multimodal DL-based approach for plant classification with automatic modality fusion. …”
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The use of bone autoplasty for false joints of the humerus diaphysis by K. I. Khorak, P. G. Kogan, D. G. Parfeev, A. I. Avdeev, A. M. Morozov, M. E. Piskareva

“…To study the application of bone autotransplantation for the treatment of false joints of the diaphysis of the humerus diaphysis.Materials and methods. A review of the literature sources published in the last 5 years on the problem of application of bone autografting methods for false joints of the humerus diaphysis was carried out.Results. …”
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THE FORMATION AND DEVELOPMENT OF CORPORATE CULTURE OF THE MEDICAL ORGANIZATIONS by O. L. Zadvornaya, V. Alekseev, K. Borisov

“…In conducting this study used data from official sources, a literature review, a systematic approach, comparative analysis, historical, sociological, statistical research methods. …”
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Accurate Determination of 24 Water-Soluble Synthetic Colorants in Premade Cocktail Using Ultra-Performance Liquid Chromatography with Diode Array Detection by Kang Ma, Yiwen Zhang, Taipeng Wu

“…Finally, the method was successfully applied to the analysis of colorants in premade cocktails from different sources.…”
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Extended Blahut–Arimoto Algorithm for Semantic Rate-Distortion Function by Yuxin Han, Yang Liu, Yaping Sun, Kai Niu, Nan Ma, Shuguang Cui, Ping Zhang

“…Numerical results validate the effectiveness of the EBA algorithm. For Gaussian sources, the semantic RD function decreases with an increasing synonymous number and becomes significantly lower than its classical counterpart. …”
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Coordinated Volt-Var Control of Reconfigurable Microgrids with Power-to-Hydrogen Systems by Khalil Gholami, Ali Azizivahed, Ali Arefi, Li Li, Mohammad Taufiqul Arif, Md Enamul Haque

“…Given the inherent unpredictability linked to resources, the unscented transformation method is employed to account for these uncertainties in the proposed voltage and reactive power management. …”
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The Modified Sparrow Search Algorithm with Brown Motion and Levy Flight Strategy for the Class Integration Test Order Generation Problem by Chongyang Jiao, Qinglei Zhou, Wenning Zhang, Chunyan Zhang

“…As a novel search-based algorithm, the sparrow search algorithm (SSA) is good at finding the optimal to optimization problems, but it has drawbacks like weak population variety later on and the tendency to easily fall into the local optimum. …”
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