From digitized whole‐slide histology images to biomarker discovery: A protocol for handcrafted feature analysis in brain cancer pathology by Xuanjun Lu, Yawen Ying, Jing Chen, Zhiyang Chen, Yuxin Wu, Prateek Prasanna, Xin Chen, Mingli Jing, Zaiyi Liu, Cheng Lu

“…Among the 72 models combining nine feature selection methods and eight machine learning classifiers, the optimal model combination achieved discriminative performance with an average area under the curve (AUC) of 0.615 over 100 iterations under five‐fold cross‐validation. …”
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A clustering-based co-allocation of battery swapping stations and wind-photovoltaic plants in radial distribution systems by Hamed Shams, Naghi Rostami, Behnam Mohammadi Ivatloo

“…A K-means clustering method is implemented to classify price, energy demand, wind, and photovoltaic generation into appropriate clusters embedded into the particle swarm optimization (PSO) algorithm. …”
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A global systematic review of the remote sensing vegetation indices by Kai Yan, Si Gao, Guangjian Yan, Xuanlong Ma, Xiuzhi Chen, Peng Zhu, Jinhua Li, Sicong Gao, Jean-Philippe Gastellu-Etchegorry, Ranga B. Myneni, Qiao Wang

“…This study conducted a bibliometric review of VI-related literature in the web of science (WOS) database since 1986, examining current trends and issues in data sources, geographic areas, eco-functional areas, applications, and technical methods. …”
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Carbon emission quantification analysis of excavation engineering under road transport conditions. by Bai Chongxi, Zhiheng Zhang

“…Based on the life cycle method and process analysis, this study analyzes carbon emissions in excavation engineering by optimizing the evaluation model for fuel consumption standards of freight vehicles during the transportation phase in China. …”
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Stability of feature selection algorithm: A review by Utkarsh Mahadeo Khaire, R. Dhanalakshmi

“…The high correlation in features frequently produces multiple equally optimal signatures, which makes traditional feature selection method unstable and thus leading to instability which reduces the confidence of selected features. …”
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Antimicrobial Effectiveness of <i>Ribes nigrum</i> L. Leaf Extracts Prepared in Natural Deep Eutectic Solvents (NaDESs) by Maria-Beatrice Solcan, Ana-Maria Vlase, Gabriel Marc, Dana Muntean, Tibor Casian, George Cosmin Nadăș, Cristiana Ștefania Novac, Daniela-Saveta Popa, Laurian Vlase

“…Methods: Two hydrogen-bond acceptors (HBAs) and three hydrogen-bond donors (HBDs) were tested. …”
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Sugar alcohol-chelated calcium fertilizer enhances yield, quality and combustion performance in filler tobacco leaves by Jingguo Sun, Lindun Zhai, Huiwen Tian, Yifei Chang, Baoming Qiao, Youlun Fan, Tao Chen, Rui Xu, Yunzheng Zhang, Yong Rao, Liguang Chai, Xuecheng Sun

“…IntroductionCigar filler tobacco, as the core component of cigars, determines combustion uniformity and smoking smoothness through its combustion performance.MethodsTo investigate the effects of calcium (Ca) fertilizers on the yield, quality, and combustion properties of filler tobacco leaves, the experiment used the cigar filler cultivar CX-14 (Chuxue No. 14) as the material, with sugar alcohol chelated Ca fertilizer as the Ca source. …”
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Moderators’ Experiences of the Safety and Effectiveness of Patient Engagement in an Asthma Online Health Community: Exploratory Qualitative Interview Study by Helen E Wood, Georgios Dimitrios Karampatakis, Neil S Coulson, Nishanth Sastry, Xiancheng Li, Stephanie J C Taylor, Chris J Griffiths, Anna De Simoni

“…Online health communities (OHCs) are increasingly used as a source of lay health advice, providing opportunities for learning and mutual support and complementing information from “official” health sources. …”
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A Study on Measures to achieve Net Zero and RE100 goals in Urban Water Cycle System by Seyoung Ahn, Haerim Kim

“…This study identifies specific GHG emission sources at each stage of the UWCS and proposes detailed methods to achieve a 40% reduction in GHG emissions, implement RE100, and attain Net Zero by employing insets and offsets. …”
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Size-dependent catalytic and antibacterial effects of phytogenically synthesized silver nanoparticles

“…(Malvaceae) (HH-AgNPs). The optimization process including the four main parameters of extract-to-silver volume ratio, silver ion concentrations, reaction time, and reaction temperature, was carried out using Taguchi method. …”
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Turning Trash into Treasure: Silicon Carbide Nanoparticles from Coal Gangue and High-Carbon Waste Materials by Kaixing Gao, Yao Zhang, Binghan Wang, Zhuangzhuang Zhang, Sen Luo, Qian Wang, Yanzhong Zhen, Feng Fu, Yucang Liang

“…Here, the calcined coal gangue, converted from coal gangue, serves as the silicon source. The carbon sources are the carbonized waste tire residue from waste tires and the pre-treated kerosene co-refining residue. …”
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Investigation of negative effects of rice husk silica on komatsuna growth using three experiments by Le Van Chieu, Masafumi Tateda, Ryoko Sekifuji

“… Purpose This study aims to evaluate the potential negative effects of rice husk as a source of fertilizer on plant growth. Method Growth tests were conducted on komatsuna (Brassica rapa var. perviridis) using three types of experiment. …”
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Radioactive gaseous-aerosol releases from the WWR-M research reactor by Yu. M. Lobach, V. M. Shevel

“…One of the operator's responsibilities is to take measures to avoid or optimize the generation and management of radioactive waste to minimize the overall impact on the environment. …”
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The association of internet use and cognition among older adults: mediating roles of social networks and depressive symptoms by Xiuyuan Zhu, Zihan Ni, Xiaoying Zhu, Xiaoying Zhu, Yi Yang, Shiyu Xie, Xinguo Wang, Xiaoguang Yang

“…BackgroundTo explore the chain-mediated roles of social networks and depressive symptoms in the relationship between internet use and cognition among older adults.MethodsData were sourced from the 2018 China Longitudinal Aging Social Survey (CLASS). …”
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Patient Triage and Guidance in Emergency Departments Using Large Language Models: Multimetric Study by Chenxu Wang, Fei Wang, Shuhan Li, Qing-wen Ren, Xiaomei Tan, Yaoyu Fu, Di Liu, Guangwu Qian, Yu Cao, Rong Yin, Kang Li

“…In the second phase, GPT-4o was tested for outpatient department selection accuracy using 264 scenarios sourced from the Chinese Medical Case Repository. …”
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FORMATION OF INFORMATION CULTURE IN STUDENTS OF ENGINEERING AND PEDAGOGICAL AREAS OF EXPERTISE DURING THEIR VOCATIONAL TRAINING by Sliusarenko Mykola, Filatov Sergiy

“…The study examines the problem of the content and structure of the students’ information culture in engineering and pedagogical areas of expertise, as well as directions, methods and technologies of its formation during their professional training. …”
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Sound Absorption of Hydroponically Grown Plants by Gino Iannace, Antonella Bevilacqua, Amelia Trematerra, Giovanni Amadasi

“…Hydroponics is a method of growing plants without soil and serves as an efficient agricultural production system. …”
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One-step hydrothermal fabrication of AgInS2/SnIn4S8 nanocomposite with enhanced visible-light-activated photocatalytic activity by Zhong Fei, Zhu Zong Qiang

“…In this experiment, AgInS2/SnIn4S8 materials were prepared via one-step hydrothermal method using silver chloride, the indium trichloride, stannic chloride and thioacetamide as source of silver, indium, tin and sulfur sources, respectively. …”
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Decoding Long-duration Gravitational Waves from Binary Neutron Stars with Machine Learning: Parameter Estimation and Equations of State by Qian Hu, Jessica Irwin, Qi Sun, Christopher Messenger, Lami Suleiman, Ik Siong Heng, John Veitch

“…However, the resulting computational demands for analyzing such prolonged signals pose a critical challenge that existing Bayesian methods cannot feasibly address in the 3G era. To bridge this critical gap, we demonstrate a machine learning–based workflow capable of producing source parameter estimation and constraints on equations of state (EOSs) for hours-long BNS signals in seconds with minimal hardware costs. …”
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Thermodynamic assessment of hybrid solar-geothermal organic Rankine cycle: An exergy and energy-based analysis by Mohammad Alrbai, Ahmad Al Masri, Sura Abu-Dabaseh, Mosa Abusorra, Hassan Hayajneh

“…The problem is approached by analyzing exergy destruction within key components, using the entropy method, and evaluating the impact of different working fluids. …”
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