Identification of hypertension gene expression biomarkers based on the DeepGCFS algorithm. by Zongjin Li, Liqin Tian, Libing Bai, Zeyu Jia, Xiaoming Wu, Changxin Song

“…The algorithm then uses hybrid clustering methods for gene module detection. Finally, it combines integrated feature selection methods to determine the gene biomarkers. …”
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Key Generation in Cryptography Using Elliptic-Curve Cryptography and Genetic Algorithm by Sanjay Kumar, Deepmala Sharma

“…Chromosomes representing points on an elliptic curve are initialized randomly, evaluated for their proximity to a predefined target point using a fitness function, and subjected to tournament selection to determine parents for the next generation. …”
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Network access and spectrum allocation in next-generation multi-heterogeneous networks by Xiaoqing Dong, Lianglun Cheng, Gengzhong Zheng, Tao Wang

“…In this article, with the goal of maximizing the total transmission rate and minimizing the total cost, a dual-objective optimization mathematical model for network selection and idle spectrum allocation is established in the context of comprehensive consideration of the diversity of spectrum resource attributes and the diversification of secondary users’ business needs. …”
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The RBF-FD and RBF-FDTD Methods for Solving Time-Domain Electrical Transient Problems in Power Systems by Duc-Quang Vu, Nhat-Nam Nguyen, Phan-Tu Vu

“…RBFs such as Gaussian (GA), Multiquadric (MQ), Inverse Quadric (IQ), and Inverse Multiquadric (IMQ) are used in these numerical methods to formulate the central finite difference approximations of the first- and second-order derivatives of a function. The algorithm of selecting “optimal” shape parameters for our basis functions is also applied, specifically to increase the accuracy of the suggested methods with regard to high accuracy needs. …”
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Technologie ICT i ich wpływ na życie człowieka i społeczeństwa – wybrane problemy by Tomasz Parys

“…Items in both Polish and English were reviewed. Then their selection was made in terms of content. The next steps were the analysis and synthesis of the selected content. …”
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Data-driven predictive models for sustainable smart buildings by Prabhu Rajaram, Gnana Swathika O․V․

“…By streamlining the feature selection process, ANOVA not only enhances the performance of the models but also conserves computational resources, making the approach more efficient overall. …”
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State of accounting methods and cost of maintenance and improving water management facilities by L.V. Syrovatchenko, T.M. Shapoval

“…The author conducts the survey of the Basin Management of Water Resources in Ukraine on accounting organization. The researcher finds out that the accounting cost of maintaining and improving water management facilities depends on the sources of financing of such costs as general or special funds of budget institutions. …”
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Aesthetics of design adaptation in the Ornaments of the Prophet’s kiswah by Habeeb Daher Kasar, Wissam Kamel Abdel Amir

“…As well as a list of sources. …”
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Construction and Simulation of a Strategic HR Decision Model Based on Recurrent Neural Network by Xiaorong Li, Lijun Zhang, Dongchen Li, Dan Guo

“…Improving the level of human resource management can make fuller use of human resources and realize the strategic goals of the enterprise. …”
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Interpretation of Phraseological Units Using Chinese Language in Russian-Chinese Phraseological Dictionaries by Di Liu, Fanhong Meng

“…The results of the research showed that the explanation of Russian phraseology in these lexicographic sources is carried out in two ways: through interpretation and selection of a similar expression. …”
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Exploratory Analysis of Unstable Surface Training: A Systematic Review and Meta-Analysis for Chronic Ankle Instability by Shuang Liu, MS, Bo Gou, PhD, Zhiguang Zhao, PhD, Qirong Wang, PhD

“…Objective: To conduct an exploratory systematic review and meta-analysis to evaluate the effect of unstable surface training on balance and hop function in individuals with chronic ankle instability (CAI). …”
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The effectiveness of Pilates exercise in people with chronic low back pain: a systematic review. by Cherie Wells, Gregory S Kolt, Paul Marshall, Bridget Hill, Andrea Bialocerkowski

“…<h4>Study selection</h4>Two independent reviewers were involved in the selection of evidence. …”
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Targeting Amyloid Pathology in Early Alzheimer’s: The Promise of Donanemab-Azbt by Nadia Khartabil, Ayda Awaness

“…It specifically targets and reduces amyloid beta plaques, a hallmark of the disease, potentially slowing progression and preserving cognitive function. However, its administration requires careful patient selection, including genetic testing for ApoE ε4 status, to mitigate risks of ARIA. …”
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Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…The main literature searches were then conducted using six databases: Applied Social Sciences Index and Abstracts (ProQuest), Cumulative Index to Nursing and Allied Health Literature (EBSCO), MEDLINE (Ovid), PsycInfo (Ovid), EMBASE (Ovid) and Web of Science Core Collection (Emerging Sources Citation Index). The search covered evidence from 1 January 2001 up to 21 July 2021 and yielded 16,775 hits, which were then reduced to 14,383, after using EndNote X9’s (2013) inbuilt duplication detection function and manual de-duplication. …”
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Antimicrobial peptides and proteins against drug-resistant pathogens by Yeji Wang, Minghui Song, Wenqiang Chang

“…These bioactive molecules, whether derived from natural sources, designed synthetically, or predicted using artificial intelligence, can induce lethal effects on pathogens by targeting key microbial structures or functional components, such as cell membranes, cell walls, biofilms, and intracellular components. …”
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Modeling of Battery Storage of Photovoltaic Power Plants Using Machine Learning Methods by Rad Stanev, Tanyo Tanev, Venizelos Efthymiou, Chrysanthos Charalambous

“…The massive integration of variable renewable energy sources (RESs) poses the gradual necessity for new power system architectures with wide implementation of distributed battery energy storage systems (BESSs), which support power system stability, energy management, and control. …”
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Results of kidney transplantation from suboptimal donors to recipients of the older age group by B. Z. Khubutiya, M. Sh. Khubutiya, A. K. Evseev, A. V. Babkina

“…The results of the study showed that kidney transplantation from suboptimal donors to patients of the older age group provides acceptable results with low mortality of recipients and a 1-year functioning of the graft in 75% of cases. This makes it possible to increase the availability of kidney transplantation for patients of the older age group and achieve better survival results, provided adequate selection of recipients and an objective assessment of the quality of transplanted organs.…”
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Impact of dual sensory impairment on the risk of incident dementia: a protocol for a systematic review and meta-analysis by Adrian Fuente, Ahmed Amine Alaoui, Daniele Urso, Stefano Giannoni-Luza, Jeremy Ting, Samir Jabbour

“…We will include peer-reviewed longitudinal cohort studies reporting HRs. Screening and selection of articles will be performed independently by at least two reviewers using the Covidence systematic review manager. …”
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The efficacy of resiliency training programs: a systematic review and meta-analysis of randomized trials. by Aaron L Leppin, Pavithra R Bora, Jon C Tilburt, Michael R Gionfriddo, Claudia Zeballos-Palacios, Megan M Dulohery, Amit Sood, Patricia J Erwin, Juan Pablo Brito, Kasey R Boehmer, Victor M Montori

“…Resilient persons are able to adapt to life's challenges and maintain high quality of life and function. Finding effective strategies to bolster resilience in individuals and populations is of interest to many stakeholders.…”
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Benefits and Harms of Sodium-Glucose Co-Transporter 2 Inhibitors in Patients with Type 2 Diabetes: A Systematic Review and Meta-Analysis. by Heidi Storgaard, Lise L Gluud, Cathy Bennett, Magnus F Grøndahl, Mikkel B Christensen, Filip K Knop, Tina Vilsbøll

“…<h4>Design</h4>Systematic review and meta-analysis.<h4>Data sources and study selection</h4>We included double-blinded, randomised controlled trials (RCTs) evaluating SGLT2-i administered in the highest approved therapeutic doses (canagliflozin 300 mg/day, dapagliflozin 10 mg/day, and empagliflozin 25 mg/day) for ≥12 weeks. …”
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