Kernel to computation: identifying optimal feature set for red rice classification by Suma D, Narendra V G, Darshan Holla M, Shreyas, Raviraja Holla M

“…Feature selection was performed using Recursive Feature Elimination and Backward Feature Elimination to enhance model efficiency. Hyperparameter tuning was applied to optimize classification performance, and k-fold cross-validation with statistical significance testing was used to assess generalization and validate model performance differences. …”
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Simulation analysis on fatigue damage mechanism and life assessment of rigid catenary pillar of railway lines by Wei Du, Suxia Zhou, Zhongyu Yi, Ruohan Xiang, Yishuo Liu, Zhenping Shi, Shanqing Peng

“…Its stability and reliability are directly related to the operational safety and efficiency of electrified railways. …”
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Development and refinement of an online CARD (Comfort Ask Relax Distract) course for organizations and providers delivering vaccinations and other needle procedures by Anna Taddio, Anthony N. T. Ilersich, C. Meghan McMurtry, Kaytlin Constantin, Lucie M. Bucci, Victoria Gudzak, Charlotte Logeman, Natalie Crown, Mandy Kohli, Erin Ledrew, Noni E. MacDonald

“…The course has the potential to improve efficiency and effectiveness of CARD implementation.…”
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New Insights in the Sugarcane Transcriptome Responding to Drought Stress as Revealed by Supersage by Éderson Akio Kido, José Ribamar Costa Ferreira Neto, Roberta Lane de Oliveira Silva, Valesca Pandolfi, Ana Carolina Ribeiro Guimarães, Daniela Truffi Veiga, Sabrina Moutinho Chabregas, Sérgio Crovella, Ana Maria Benko-Iseppon

“…Most relevant BlastN matches comprised 567,420 tags, regarding 75,404 unitags with 164,860 different ESTs. To optimize the annotation efficiency, the Gene Ontology (GO) categorization was carried out for 186,191 ESTs (BlastN against Uniprot-SwissProt), permitting the categorization of 118,208 ESTs (63.5%). …”
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Comparing physician associates and foundation year two doctors-in-training undertaking emergency medicine consultations in England: a mixed-methods study of processes and outcomes by Simon de Lusignan, Mary Halter, Carly Wheeler, Laura Nice, Sally Brearley, James Ennis, Jonathan Gabe, Heather Gage, Phil Begg, Chao Wang, Jim Parle, Vari Drennan

“…Patients were positive about the care they had received from a physician associate, but had poor understanding of the role.Conclusions Physician associates in emergency departments in England treated patients with a range of conditions safely, and at a similar level to foundation year two doctors-in-training, providing clinical operational efficiencies.…”
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Neural substrates of neuropsychological profiles in dystrophynopathies: A pilot study of diffusion tractography imaging. by Laura Biagi, Sara Lenzi, Emilio Cipriano, Simona Fiori, Paolo Bosco, Paola Cristofani, Guia Astrea, Antonella Pini, Giovanni Cioni, Eugenio Mercuri, Michela Tosetti, Roberta Battini

“…Our results suggest that altered WM connectivity and reduced fibre organization in cerebellar tracts, probably due to the lack of dystrophin in the brain, may render less efficient some neuropsychological functions in children affected by dystrophinopathies. …”
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Prediction of Rice Chlorophyll Index (CHI) Using Nighttime Multi-Source Spectral Data by Cong Liu, Lin Wang, Xuetong Fu, Junzhe Zhang, Ran Wang, Xiaofeng Wang, Nan Chai, Longfeng Guan, Qingshan Chen, Zhongchen Zhang

“…However, traditional methods for measuring CHI, such as chemical extraction and handheld instruments, fall short in meeting the requirements for efficient, non-destructive, and continuous monitoring at the canopy level. …”
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The Long-term Variations and Influencing Factors of Soil Saturated Hydraulic Conductivity in Terraces on the Loess Plateau by PENG Xin, NI Lingshan, JI Keyan, DAI Wei, WANG Zhuoxiao, CHANG Heng, FANG Nufang

“…The results can provide a basis for the subsequent management of terraces and the development of efficient dryland farming.…”
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Storage and permeation space development characteristics and water production capacity evaluation of deep coal reservoirs in Linxing-Shenfu area of Ordos Basin by Jinwei WANG, Hao XU, Yinan LIU, Bing ZHANG, Yanyong XU, Ding LIU, Peng ZONG, Yajuan WANG, Xuejing SONG

“…However, significant variations in water production among CBM wells in different regions have hindered the efficient development of deep CBM. …”
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Intermolecular FRET Pairs as An Approach to Visualize Specific Enzyme Activity in Model Biomembranes and Living Cells by Igor D. Zlotnikov, Alexander A. Ezhov, Elena V. Kudryashova

“…R6G, on the other hand, has excellent quantum yield apart from intracellular fluorophores, but there are no efficient quenchers that could be chemically linked to R6G. …”
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Digital currency: features of regulation in the Russian Federation by T. E. Rozhdestvenskaya, A. G. Guznov

“…Firstly, if the services provided by payment systems are more efficient, reliable, affordable and cheap for the consumer. …”
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Replace government healthcare with patient-controlled health care by Deane Waldman

“…The article emphasises that state-run healthcare systems create a conflict between efficient use of financial resources and effective provision of medical care. …”
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Identifying factors affecting the competence of heads of units and centers of Islamic Azad University in accordance with the statement of the second step of the Islamic Revolution... by Seyed samad Emadi vahdi, mohammadreza mardani, Nader Bohlouli, Mojtaba Ramazani

“…In this statement, the use of talented and efficient human resources with a revolutionary and jihadist spirit is emphasized. …”
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Toxoplasma gondii virulence in mice is determined by the pseudokinase ROP5B and countered by an IRG-GBP protein interplay by Shishir Singh, Shishir Singh, Shishir Singh, Mateo Murillo-León, Mateo Murillo-León, Mateo Murillo-León, Mateo Murillo-León, Mateo Murillo-León, Aura María Bastidas Quintero, Aura María Bastidas Quintero, Florence Melbert, Florence Melbert, Klaus Pfeffer, Daniel Degrandi, Tobias Steinfeldt, Tobias Steinfeldt

“…Individual rhoptry proteins within these complexes inhibit different Immunity-Related GTPases (IRG proteins). …”
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Evaluation of the Development Level of Edible Mushroom Production Systems in Iran between 2016 and 2021 by M. Zangeneh, E. Godini

“…The ranking operation was done using eight different index groups: infrastructure, consumption of inputs, value of consumption inputs, types of products and waste, value of payment types, value of product categories, value of energy consumption, and the number of employees and payments to them.Results and DiscussionResults show that in 2016, the provinces were classified into three levels: relatively deprived of development, medium development, and relatively developed. …”
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Comparison of the Photosynthesis, Hydraulic Properties, and Anatomy of <i>Pteroceltis tatarinowii</i> Leaves Between a Limestone and a Cultivated Forest by Ya Zhang, Yu-Die Wang, Meng-Meng Ma, Ying-Ying Zhang, Dong-Sheng Du, Xian-Can Zhu, Xiao-Hong Li

“…This study reveals a hydraulic trade-off between efficiency and safety for <i>P. tatarinowii leaves</i> growing in distinct habitats. …”
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Agronomic and must quality performance of Vitis vinifera L. cv. ‘Loureiro’: a four-year study by Silva Simão P., Valín M. Isabel, Mendes Susana, Araujo-Paredes Claúdio, Cancela Javier J.

“…In order to achieve this objective, a set of parameters related to vine yield and must quality was assessed. …”
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Carbon Lock-In Mechanisms in Transport Infrastructure and Temporal Spatial Dynamics by Yinghui Zhang, Yun Chen, Kai Li, Yong Wu, Chongsen Ma

“…This study deepens the understanding of transport carbon lock-in and provides guidance for region-specific strategies to enhance energy efficiency and sustainability in integrated building infrastructure systems.…”
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Exploring Exploring the Usage of AI Tools in Education: Insights from Gen Z Undergraduates in Sri Lanka by Nimshiya Nishshanka, Navodika Karunarathna, Nirmani Dayapathirana, Rashmika Vidushan Karunarathna, Hiran Kavinda Hewage, Pabodi Anthony

“…Also, the facilities that aid in adopting these AI tools could elevate the efficiency of their usage by making many students, future undergraduates, AI developers, and educational institutions aware of its benefits. …”
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Combined Analysis of SRAP and SSR Markers Reveals Genetic Diversity and Phylogenetic Relationships in Raspberry (<i>Rubus idaeus</i> L.) by Zhifeng Guo, Zhenzhu Fan, Xueyi Li, Haoqi Du, Zhuolong Wu, Tiemei Li, Guohui Yang

“…Their integrated application enhances germplasm characterization efficiency and provides practical strategies for raspberry conservation and molecular breeding.…”
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