Big data classification method of non relational distributed submission information under differentiated requirements by Lu HAN, Weiyu CHEN, Fei ZHANG, Jianfeng HE, Huaizhen SU

“…The classification method of non-relational distributed submitted information big data under the differentiated demand was studied, aiming at the problem of multi-source heterogeneous, widely distributed submitted information with more differentiated application requirements and inability to distinguish the available information.Firstly, the usability, openness and expansibility of the non-relational distributed submission information database were analyzed.The unstructured database storage TRIP was used to store non-relational distributed submission information by combining the basic requirements of field types.Then, the hashing process within the Hamming hash family was analyzed.Under the constraint of linearity level requirements, cellular automata with multiple attractors were used to optimize the system.The optimal parameters of the multiple attractor cellular automata classifier were improved through genetic algorithm, thus improving the big data classification method.Experimental results show that this method can effectively identify and classify structured data and unstructured data in non relational distributed submission information, and has high classification accuracy.…”
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A novel homozygous mutation of CFAP300 identified in a Chinese patient with primary ciliary dyskinesia and infertility by Zheng Zhou, Qi Qi, Wen-Hua Wang, Jie Dong, Juan-Juan Xu, Yu-Ming Feng, Zhi-Chuan Zou, Li Chen, Jin-Zhao Ma, Bing Yao

“…Primary ciliary dyskinesia (PCD) is a clinically rare, genetically and phenotypically heterogeneous condition characterized by chronic respiratory tract infections, male infertility, tympanitis, and laterality abnormalities. …”
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Comparative genomic study of the Penicillium genus elucidates a diverse pangenome and 15 lateral gene transfer events by Celine Petersen, Trine Sørensen, Mikkel R. Nielsen, Teis E. Sondergaard, Jens L. Sørensen, David A. Fitzpatrick, Jens C. Frisvad, Kåre L. Nielsen

“…The comprehensive characterization of the genomic diversity in the Penicillium genus supersedes single-reference genomes, which do not necessarily capture the entire genetic variation.…”
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Improved dynamic programming method for solving multi-objective and multi-stage decision-making problems by Zhihao Liang, Kegang Zhao, Kunyang He, Yanwei Liu

“…The results demonstrate that the NSDP algorithm achieves better outcome in multiple performance metrics and higher solving efficiency, compared with non-dominated sorting genetic algorithm II and multi-objective particle swarm optimization.…”
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Primary renal sarcoma in a female patient: case report by Somang Lee, Binnari Kim

“…Immunohistochemical markers are helpful for diagnosis, but genetic molecular testing is necessary for accurate diagnosis. …”
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Disorder of intracellular cobalamin metabolism: Importance of rapid diagnostic illustrated by a case report of early-onset methylmalonic aciduria and homocystinuria, cobalamin C ty... by Etienne Mondesert, Bastien Baud, Agathe Roubertie, Jean-François Benoist, Pierre-Edouard Grillet, Jean-Paul Cristol, Marie Céline Francois-Heude, Manuel Schiff, Stéphanie Badiou

“…Diagnosis was later confirmed by genetic analysis which identified two pathogenic variants on the MMACHC gene: c.271dupA (p.Arg91lysfs∗14) paternal allele and c.388T > C (p.Tyr130His) maternal allele. …”
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Machine learning and multi-omics in precision medicine for ME/CFS by Katherine Huang, Brett A. Lidbury, Natalie Thomas, Paul R. Gooley, Christopher W. Armstrong

“…The growing field of precision medicine offers a promising approach which focuses on the genetic and molecular underpinnings of individual patients. …”
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RELIABILITY ANALYSIS OF REACTION FORCE DEVELOPED IN THE LUBRICATED REVOLUTE JOINT FOR A SLIDER-CRANK SYSTEM INCLUDING JOINT WITH CLEARANCE AND LUBRICATION by ZHAO Kuan, XUE He, CHEN JianJun, QIAO XinZhou

“…In order to overcome this limitation,the parameters are pretreated through Genetic Algorithm to get the optimum parameters values. …”
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Attempts to identify the molecular cause of autoinflammatory recurrent fever by Oksana Boyarchuk, Diana Savkiv

“…Further research is needed to clarify the role of genetic variants and environmental factors in recurrent fevers.…”
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Prevention and Treatment of Osteoporosis Using Chinese Medicinal Plants: Special Emphasis on Mechanisms of Immune Modulation by Hongyan Zhao, Ning Zhao, Peng Zheng, Xiaohong Xu, Meijie Liu, Dan Luo, Huihui Xu, Dahong Ju

“…The causes of osteoporosis include endocrine factors, nutritional status, genetic factors, physical factors, and immune factors. …”
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Mechanisms of bacterial-to-host interaction and their disorders at inflammatory bowel diseases by Ye. A. Poluektova, O. S. Lyashenko, A. V. Korolev, O. S. Shifrin, V. T. Ivashkin

“…At IBD, all mechanisms providing interaction of bacterial cells with the host body are malfunc tioning to some extent, that, in combination to genetic predisposition to this disease, results in development of clinical symptoms and morphological changes.…”
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Current Concepts of Hyperinflammation in Chronic Granulomatous Disease by Nikolaus Rieber, Andreas Hector, Taco Kuijpers, Dirk Roos, Dominik Hartl

“…Chronic granulomatous disease (CGD) is the most common inherited disorder of phagocytic functions, caused by genetic defects in the leukocyte nicotinamide dinucleotide phosphate (NADPH) oxidase. …”
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Complexity Analysis of a Four-Dimensional Energy-Economy-Environment Dynamic System by Shuai Jin, Liuwei Zhao

“…Based on the official data, the Levenberg–Marquardt backpropagation neural network method was optimized by genetic algorithm to effectively identify the parameters in the 3E system. …”
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Metaheuristic Approaches for Hydropower System Scheduling by Ieda G. Hidalgo, Regiane S. de Barros, Jéssica P. T. Fernandes, João Paulo F. Estrócio, Paulo B. Correia

“…We propose two solution methods using metaheuristic approaches. They combine Genetic Algorithm with Strength Pareto Evolutionary Algorithm and Ant Colony Optimization. …”
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A New DG Multiobjective Optimization Method Based on an Improved Evolutionary Algorithm by Wanxing Sheng, Ke-yan Liu, Yongmei Liu, Xiaoli Meng, Xiaohui Song

“…The proposed algorithm was implemented and compared with the strength Pareto evolutionary algorithm 2 (SPEA2), a particle swarm optimization (PSO) algorithm, and nondominated sorting genetic algorithm II (NGSA-II). The comparison of the results demonstrates the validity and practicality of utilizing DG units in terms of economic dispatch and optimal operation in a distribution power system.…”
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Epidemiology of gastric cancer: global trends, risk factors and prevention by Prashanth Rawla, Adam Barsouk

“…Dietary modification, smoking cessation, and exercise hold promise in preventing gastric cancer, while genetic testing is enabling earlier diagnosis and thus greater survival.…”
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Severe Combined Immunodeficiency Disorder due to a Novel Mutation in Recombination Activation Gene 2: About 2 Cases by Ibtihal Benhsaien, Fatima Ailal, Khadija Elazhary, Jalila El bakkouri, Abdallah Badou, Ahmed Aziz Bousfiha

“…The second case is a 4-month-old boy with a history of recurrent opportunistic infections, BCGitis, and failure to thrive, and the immunology workup confirms a SCID phenotype. The genetic study in the two cases revealed a novel mutation in the RAG2 gene, c.826G > A (p.Gly276Ser), in a homozygous state. …”
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Exploring space: ethical dilemmas for catholicism by Maurizio Balistreri

“…While the Church generally supports space exploration, biotechnologies such as genome editing, assisted reproduction, and artificial wombs – technologies potentially essential for human survival and reproduction in space – clash with its moral principles. Non-therapeutic genetic modifications, regarded by the Church as an arbitrary redesign of human nature, are categorically prohibited. …”
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Theoretical and methodological approaches to the problem of student’s health in the algorithm of recreational activities by Viacheslav Zaytzev, Krzysztof Prusik, Svitlana Manucharyan

“…There are other components of health: occupational factor, genetic component, environment. One of the main activities of higher educational institutions is to educate students in high demands on themselves, the vital need to work, the desire and ability to work creatively, to replenish and improve their knowledge; lead a healthy lifestyle.…”
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A Pilot Proteomic Analysis of Huntington’s Disease by Functional Capacity by Andrew McGarry, Ruin Moaddel

“…<b>Background:</b> The molecular biology of Huntington’s Disease (HD) has grown substantially, with pathological considerations extending to genetic modifiers, epigenetic changes, transcriptomics, the proteome, and the metabolome. …”
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