Identifying and Validating an Acidosis-Related Signature Associated with Prognosis and Tumor Immune Infiltration Characteristics in Pancreatic Carcinoma by Pingfei Tang, Weiming Qu, Dajun Wu, Shihua Chen, Minji Liu, Weishun Chen, Qiongjia Ai, Haijuan Tang, Hongbing Zhou

“…The least absolute shrinkage and selection operator (LASSO) Cox regression was used to establish the optimal model. …”
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Personalized prediction of negative affect in individuals with serious mental illness followed using long-term multimodal mobile phenotyping by Christian A. Webb, Boyu Ren, Habiballah Rahimi-Eichi, Bryce W. Gillis, Yoonho Chung, Justin T. Baker

“…A personalized ensemble machine learning algorithm outperformed other statistical approaches, achieving an area under the receiver operating characteristic curve (AUC) of 0.72 (for irritability) −0.79 (for loneliness) in predicting different negative emotions. …”
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Carboxypeptidase Q(CPQ) promotes glioma progression by inducing M2 macrophage polarization and immunosuppression by Zhihao Qi, Rui Hu, Moyang Qi, JianDong Zuo

“…Single-cell analysis was utilized to identify the specific cell types expressing CPQ. The GSVA algorithm was employed to calculate the activity of immune suppression signaling pathways, while the CIBERSORT algorithm was used to quantify the infiltration of immune cells. …”
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PROCESS MANAGEMENT SYSTEMS IN THE BUSINESS-ORIENTED MODEL OF ENTERPRISE DEVELOPMENT by Valentyna A. Pavlova

“…According to the concept, the input and output criteria of business processes, their structure and sequence of operations and the interaction of units depending on the field of activity are chosen. …”
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DK-Port: construction and validation of port autonomous driving simulation environment based on large language models and reinforcement learning by LOU Yunjie, AI Mingfei, ZHUANG Shujie, YU Hai, WANG Xin, TENG Chu, WANG Jiangcheng, SHEN Tianyu, HAO Kunkun, CUI Wen

“…Port environments differ significantly from conventional driving environments, characterized by high vehicle activity, customized roadways, and mixed traffic involving human-operated and autonomous vehicles. …”
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DK-Port: construction and validation of port autonomous driving simulation environment based on large language models and reinforcement learning by LOU Yunjie, AI Mingfei, ZHUANG Shujie, YU Hai, WANG Xin, TENG Chu, WANG Jiangcheng, SHEN Tianyu, HAO Kunkun, CUI Wen

“…Port environments differ significantly from conventional driving environments, characterized by high vehicle activity, customized roadways, and mixed traffic involving human-operated and autonomous vehicles. …”
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ORGANIZING OF MEASURES FOR PREVENTING THE DELIVERY AND SPREADING OF SEVERE ACUTE RESPIRATORY SYNDROME AT THE TERRITORY OF YAKUTIA by A. P. Protodyakonov, A. G. Fedulova, I. Yu. Samoilova, N. D. Tchakhova, G. F. Shakhnovich

“…Mobilization capacity of the organs and institutions for expanding the measures in case of SARS delivery is reflected, the algorithm of operations is developed.…”
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Those magnificent pathologists and their computational machines by Gil Patrus Mundim Pena

“…Abstract Computers are discrete state machines operated by a series of instructions contained in an algorithm. …”
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Application of Deep Learning Techniques in Uranium Microparticle Fission Track Detection by ZHAO Xiong, REN Fangda, SHEN Yan

“…Uranium microparticle isotopic ratios are closely linked to uranium enrichment activities and distinctly differ from natural uranium isotopes. …”
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Fuzzy control system of multioperational machine status by Andrey K. Tugengold, Andrey I. Izyumov, Roman N. Voloshin, Mikhail Y. Solomykin

“…The decision-making process on managing the tool status is presented in the form of an algorithm for the expert system activity based on the use of a fuzzy neuron controller. …”
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Predicting Landslide Deposit Zones: Insights from Advanced Sampling Strategies in the Ilopango Caldera, El Salvador by Laura Paola Calderon-Cucunuba, Abel Alexei Argueta-Platero, Tomás Fernández, Claudio Mercurio, Chiara Martinello, Edoardo Rotigliano, Christian Conoscenti

“…However, a significant challenge arises when the transported mass impacts human activities directly, typically occurring in the deposition areas of these phenomena. …”
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The relationship between immune cell infiltration and necroptosis gene expression in sepsis: an analysis using single-cell transcriptomic data by Shouyi Wang

“…Least Absolute Shrinkage and Selection Operator (LASSO) regression identified 22 key DEGs, including CTSS, MAPK8, and MPRIP. …”
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Accounting providing of statistical analysis of intangible assets renewal under marketing strategy by I.R. Polishchuk, N.P. Opanasyuk

“…The characteristic of factors affecting the accounting policies and determining the mechanism for evaluating the completeness and timeliness of intangible assets renewal is showed. The algorithm for selecting the method of intangible assets amortization is proposed. …”
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STING is significantly increased in high-grade glioma with high risk of recurrence by Meishi Zhong, Manmei Long, Chenjie Han, Saiyan Ji, Qingyuan Yang

“…Then, a relapse predictive risk-scoring model was established using the least absolute shrinkage and selection operator regression algorithms. The scores based on the expression of ATRX and STING significantly predict the recurrence for glioma patients, which further predict the survival for specific subgroups, characterized with high expression of RAD51 and wild-type TERT. …”
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ATP6AP1 drives pyroptosis-mediated immune evasion in hepatocellular carcinoma: a machine learning-guided therapeutic target by Lei Tang, Xiyue Wang, Zhengzheng Xia, Jiayu Yan, Shanshan Lin

“…Results Through a rigorous multi-algorithm screening process, ATP6AP1 was found to be a highly reliable biomarker with an area under the curve (AUC) of 0.979. …”
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Risk-based Approach in Obtaining and Analysing the Characteristics of Baikal Skullcap Suspension Cultures by A. A. Shmarova, N. S. Pivovarova, O. N. Abrosimova

“…The use of biologically active compounds of Baikal skullcap (Scutellaria baicalensis Georgi) becomes especially important under pandemic conditions. …”
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Identifying key genes involved in HBV-related hepatocellular carcinoma: diagnose, prognosis, interaction and immune analysis by Yan Li, Sa-Sa Liu, Hua-Rong Jing, Hong-Wei Qian, Rui-Cheng Li

“…Immune infiltration analysis were performed by CIBERSORT algorithm. Drug–Gene Interaction Database (DGIdb) was used to screen the potential drug that affect hub genes. …”
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Assessment of technological capabilities to counter fraudulent practices in the banking sector by A. V. Berdyshev, I. E. Zarkhin, A. A. Katysheva

“…The article discusses the key issues of the application of big data analysis as a technological basis for countering fraud in the practical activities of banks. The objectives of such a struggle are to determine the operations of intruders in the flow of large volumes of statistical information with the greatest accuracy and to take preventive measures to minimize damage. …”
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Nervous Regeneration Allograph Type of Periferic Nerv by Mihai Mehedintu-Ionescu, Ovidiu Stefanescu, Cristian Radu Jecan

“…This article completes the problem of nerve regeneration on the allograft model harvested from the same type of individual (in this case the Wistar laboratory mouse).The approach to major trauma produced by various mechanisms and the development of a well-established algorithm, applied in a multidisciplinary team, results in a distinctly different result, both sensory and motor recovery, depending on the operative technique, the operative logistics and the type of graft. …”
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LANDSCAPE AND RECREATIONAL CAPACITY OF THE TERRITORY OF CAUCASUS MINERALNYE VODY REGION FOR TOURISM DEVELOPMENT by V. S. Proskurin

“…After calculation for each ground classiication of components by a 5-ball scale on the basis of an algorithm of natural borders Dzhenkens was carried out. …”
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