Diagnostic potential of the B9D2 gene in colorectal cancer based on whole blood gene expression data and machine learning by Zhaorui Wang, Yongcheng Fu, Haozhe Zhang, Na Liu, Ningjing Lei

“…Additionally, three machine learning methods—Random Forest (RF), LASSO regression, and Support Vector Machine Recursive Feature Elimination (SVM-RFE)—were employed for feature selection and to evaluate the robustness and predictive power of the selected features, with diagnostic efficacy evaluated through Receiver Operating Characteristic (ROC) curves. …”
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Identification of Ecological Security Pattern and Ecological Restoration Zoning Strategy in the Shandong Section of the Beijing-Hangzhou Grand Canal by Chizhou Xu, Yande Jing, Yiwen Zhang, Yingchun Liu, Wenyang Yin, Shiping Zhao

“…The area was divided into five core functional zones. (4) Conclusions: Establishing ecological function zones and considering landscape changes from high-frequency human activities in spatial planning can lead to a more reasonable division of ecological restoration areas. …”
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From Nutrition to Energy: Evaluating the Role of Rye (<i>Secale cereale</i> L.) Grain in Sustainable Food Systems and Biofuel Applications by Adam Kleofas Berbeć, Marta Wyzińska

“…It can serve as both a food source and a sustainable biofuel, offering a dual-purpose solution within the circular bioeconomy.…”
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An Improved Transformation‐Associated Recombination Cloning Approach for Direct Capturing of Natural Product Biosynthetic Gene Clusters by Olena Kurylenko, Anja Palusczak, Andriy Luzhetskyy, Yuriy Rebets

“…ABSTRACT The phylum Actinomycetota and genus Streptomyces in particular are the major source for discovery of natural products with diverse chemical structures and a variety of biological activities. …”
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Net2Brain: a toolbox to compare artificial vision models with human brain responses by Domenic Bersch, Domenic Bersch, Martina G. Vilas, Martina G. Vilas, Sari Saba-Sadiya, Timothy Schaumlöffel, Timothy Schaumlöffel, Kshitij Dwivedi, Christina Sartzetaki, Radoslaw M. Cichy, Radoslaw M. Cichy, Radoslaw M. Cichy, Gemma Roig, Gemma Roig

“…Finally, the toolbox integrates seamlessly with other established open source libraries, enhancing interoperability and promoting collaborative research. …”
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Challenges in osteochondral repair—a critical review by Jalaja Aswathy, Josna Joseph, Annie Abraham

“…This critical review addresses the various challenges in OC tissue repair, including (i) anatomical complexities, (ii) biological approaches to restoring the OC interface, and material selection, (iii) cell sources for reconstruction, and (iv) recreating a coordinated microenvironment. …”
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The Development and Use of a Genre Statement for Electronic Journals in the Sciences by Jennifer Weintraub

“…A third section describes the selection strategy for scientific electronic journals, including the key selection tools and sources used (print and electronic) in identifying electronic journals for consideration. …”
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Mito Stress Assay of PBMCs With Seahorse XFe96 Flux Analyzer and Comparison of Poly-D-Lysine and Poly-L-Lysine for Cell Affinity by Kumudu Subasinghe, R. Berry III, Megan Rowe, Ali Winters, Shaohua Yang, Nicole Phillips

“…Recent studies have suggested that these cell populations provide an overview of systemic changes within the body and therefore provide a source of sensitive biomarkers. Assessing mitochondrial function in PBMCs has been shown to provide an indication of metabolic stress associated with diseases such as diabetes and neurodegenerative conditions such as Alzheimer’s disease. …”
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Wire on Covers by Gordana Čupković

“…The examples are categorized according to the distinct semantic characteristics of acting on the body and enclosing space, and the presented research model confirms that the pronounced artistic and critical functionality of the motif of barbed wire lies precisely in the potential of establishing an antithesis that is simultaneously also an element of the satirical dialectic and the source of metaphoric interpretations. …”
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基于新型摆线包络行星减速器的电动轮毂 by 陈治宇, 梁栋, 李朝阳

“…Nowadays the technology of electric wheel is widely used in new energy vehicles.An electric wheel based on a new type of cycloid envelope planetary reducer is proposed.The PM brushless DC motor is selected as a power source.The cycloid envelope planetary reducer with high load capacity,small volume and high stiffness is the main drive device.The overall design of motor-driving device-wheel housing is realized.The main meshing pair of this high performance cycloid reducer with floating disc type output mechanism is composed of cycloid gear and double-envelope internal gear.The meshing and tooth profile equations of cycloid double-envelope internal gear are respectively derived.The characteristic of secondary action during the engagement process is demonstrated.This developed electric wheel based on the cycloid envelope planetary reducer has the characteristics of large overload capacity,small volume,high integration and low manufacturing cost.It can be applied to electric vehicles and achieve the function of single-wheel drive or all-wheel drive.…”
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„Jestem matką smoków”: Edukacyjny potencjał Sagi pieśń lodu i ognia George’a R.R. Martina oraz serialu Gra o tron by Beata Czuba

“…Among the numerous functions of popular culture, the educational function has great potential to be used in various contexts of education and upbringing. …”
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A Novel Structural Modification Method for Vibration Reduction: Stiffness Sensitivity Analysis with Principal Strain Application by Jiajun Hong, Takuya Yoshimura

“…The compliance frequency response function (FRF) is considered as the target response, and the thickness of stiffener is considered as the design variable. …”
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Deep Reinforcement Learning-Based Distribution Network Planning Method Considering Renewable Energy by Liang Ma, Chenyi Si, Ke Wang, Jinshan Luo, Shigong Jiang, Yi Song

“…Then, a multi-objective optimization function and a corresponding reward function including construction costs, voltage deviation, renewable energy penetration, and electricity purchase costs are designed to guide the generation of network topology schemes. …”
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HEALTHY NUTRITION AS A SYMBIOSIS OF RATIONAL NUTRITION AND PHYSICAL ACTIVITY by L. Telezhenko, P. Bilenkyi

“…Diets should be selected properly to provide a daily rate of various antioxidants. …”
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Methods for synthesis of matching circuits for broadband radio devices with unstable load impedance by I. A. Dubovik, P. V. Boykachev, V. O. Isaev, A. A. Dmitrenko

“…The aim of this work is to select a synthesis method for a broadband matching circuit that provides maximum power transfer from a signal source to a load in the presence of a changing load impedance of a radio engineering device. …”
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Integrative analysis of efferocytosis- and invasion-related genes as potential biomarkers and therapeutic targets in breast cancer by Jing Yang, Rong Zhang, Lamei Sun, Cong Wang, Ming Feng, Bin Su, Lixin Jiang

“…Abstract Breast cancer remains a primary source of cancer-related mortality among females worldwide. …”
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Health education interventions for individuals with visual or hearing impairment: a scoping review by Sohyun Jin, Geumbo Ko, Youngshin Song

“…Abstract Background Visual impairment refers to a deficiency in one or more functions of the visual system, while hearing impairment refers to a loss of auditory function, defined either by its impact on communication and daily activities or by clinical thresholds of hearing ability. …”
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Eeg-based detection of epileptic seizures in patients with disabilities using a novel attention-driven deep learning framework with SHAP interpretability by Tawfeeq Shawly, Ahmed A. Alsheikhy

“…We articulate the mathematical characteristics of feature selection driven by NAM, delineate the convergence attributes of the loss function, and present measures of explainability through Shapley Additive Explanations (SHAP). …”
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Metaanalyzing Foucault’s Archaeology Theory by Masoud Zare Mehrjardy, Ali Yousofi, Saeideh Mirabi

“…In this paper, Foucault’s archeology was analyzed through a meta-theoretical approach based on a combined model. This model is a selection of Ritzer’s meta-theoretical logic (including four external-social, internal-social, external-intellectual, and internal-intellectual approaches) and Chalabi’s conceptual package (including four analytical elements of theory including theory-building equipment, theoretical claims range, theoretical functions, and Theoretical construction). …”
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A deep learning based intrusion detection system for CAN vehicle based on combination of triple attention mechanism and GGO algorithm by Hongwei Yang, Mehdi Effatparvar

“…The current work utilizes a novel Greylag Goose Optimization algorithm for optimal selection of the network hyperparameters. For checking the effectiveness of the suggested method, an open-source dataset was applied, which recorded the traffic of CAN using a real vehicle throughout injection attacks of message. …”
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