Integrative bioinformatics analysis of pyroptosis-related genes and immune infiltration patterns in childhood asthma by Di Lian, Chenye Lin, Meiling Xie, JianXing Wei, Xueling Huang, Ke Lian, Qiuyu Tang

“…IntroductionChildhood asthma (CA) is a common chronic respiratory condition that significantly impacts the respiratory function and quality of life of affected children. …”
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Multiparametric Assessment of Right Ventricular Dysfunction in Heart Failure: An Analysis From PARAGON‐HF by Henri Lu, Riccardo M. Inciardi, Martin Abanda, Amil M. Shah, Maja Cikes, Brian L. Claggett, Narayana Prasad, Carolyn S. P. Lam, Margaret Redfield, John J. V. McMurray, Marc A. Pfeffer, Scott D. Solomon, Sheila M. Hegde, Hicham Skali

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MAIN CLINICAL AND LABORATORY CHARACTERISTICS OF PATIENTS WITH TYPE 1 DIABETES AND DIABETIC NEPHROPATHY IN TERMS OF RISK GROUP PERSPECTIVES EVALUATION by Ihor V. Kovalchuk, Ievgeniia A. Burlaka, Inga O. Mityuryayeva-Kornijko

“…A comprehensive examination was conducted, which is basic for all patients: 150 children with type 1 diabetes, diabetic nephropathy, and a control group aged from 3 to 18 years in the endocrinology department of Children’s Clinical Hospital №6. Statistical analysis and data processing were performed using GraphPad Prism 10.0 for Windows (USA, San Diego, California). …”
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Mono and combination therapies in pulmonary arterial hypertension patients with comorbidities: A COMPERA analysis by Dirk Skowasch, Christine Pausch, Doerte Huscher, David Pittrow, Judith Wede, Fabian Kreimendahl, Stephan Rosenkranz, Stephan Beckmann, Matthias Held, Ekkehard Grünig, H. Ardeschir Ghofrani, Hans Klose, Andris Skride, Michael Halank, Stefan Stadler, Marion Delcroix, Anton Vonk‐Noordegraaf, Ralf Ewert, Grzegorz Kopec, Marius M. Hoeper, Karen M. Olsson

“…A matched‐pair analysis of patients treated with monotherapy versus combination therapy based on age, sex, WHO functional class (FC) and 4‐strata risk at baseline was performed. …”
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Integrated analysis of WGCNA and machine learning identified diagnostic biomarkers in trauma-induced coagulopathy by Qingsong Chen, Tao Li, Tao Zhang, Yue Zhou, Weifeng Huang, Hui Li, Li Shi, Jianxiao Li, Qi Zhang, Man Ma, Pan Wang, Hui Hu, Gongbin Wei, Jiangxia Xiang, Yuan Cheng, Jun Yang, Guangbin Huang, Yongming Li, Dingyuan Du

“…Functional analysis of genes and immunoinfiltration analysis were also conducted. …”
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Comparative analysis of microwave indices for freeze/thaw state monitoring and adaptive thresholding implications by Zhicheng Yang, Tianjie Zhao, Qingfeng Wang, Lihua Peng, Youhua Ran, Yu Bai, Jingyao Zheng, Panpan Yao, Zhiqing Peng, Jinbiao Zhu, Xiaokang Kou, Yuei-An Liou, Jiancheng Shi

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The Adverse Effects and Use of Bevacizumab in Patients with Glioblastoma: A Systematic Review and Meta-Analysis by Alejandro Bruna-Mejías, Vicente Silva-Bravo, Laura Moyano Valarezo, María Fernanda Delgado-Retamal, Diego Nazar-Izquierdo, Isidora Aguilar-Aguirre, Pablo Nova-Baeza, Mathias Orellana-Donoso, Alejandra Suazo-Santibáñez, Héctor Gutiérrez-Espinoza, Juan Sanchis Gimeno, Carlos Bastidas-Caldes, Juan José Valenzuela Fuenzalida

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Comparative analysis of statistical software products for the qualifying examination of plant varieties suitable for dissemination by Н. В. Лещук, К. М. Мажуга, Н. С. Орленко, Є. М. Стариченко, Є. А. Шкапенко

“…The both packages were widely used in the world for statistical data processing, they have similar functions for statistics calculation. …”
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Smartphone pregnancy apps: systematic analysis of features, scientific guidance, commercialization, and user perception by Michael Nissen, Shih-Yuan Huang, Katharina M. Jäger, Madeleine Flaucher, Adriana Titzmann, Hannah Bleher, Constanza A. Pontones, Hanna Huebner, Nina Danzberger, Peter A. Fasching, Bjoern M. Eskofier, Heike Leutheuser

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Comprehensive analysis of the multifaceted role of ITGAV in digestive system cancer progression and immune infiltration by Xinyue Shi, Jingyu Zang, Qi Gu, Mengmeng Zhang, Handi Sun, Lijun Yang, Jiahui Cheng, Ruonan Wang, Han Mao, Aitong Xu, Xin Wang, Yu Xiao, Jialing Cai, Fang Han, Depeng Yang, Yu Li, Huan Nie

“…However, no systematic digestive system cancer analysis has been conducted to explore its function in prognosis, diagnosis, and immunology.MethodsTranscriptome sequencing and clinical data of samples were obtained from The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression Project (GTEx), Human Protein Atlas (HPA), cBioPortal, TIMER and TISIDB databases. …”
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Thermal Characteristics Testing and Analysis of Dry Gear Hobbing Machine on Multivariate Information Fusion by Peng Shengdi, Yang Xiao, Li Benjie, He Lang, Zhang Zhili

“…Based on the IPO model, it put forward the sequential processing method of multi-source thermal data of dry-cutting and hobbing machine. using outlier replacement, moving average filtering, wavelet filtering, and data resampling, it realised the accurate analysis of multi-source thermal data. …”
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Thermal characteristics testing and analysis of dry gear hobbing machines on multivariate information fusion by PENG Shengdi, YANG Xiao, LI Benjie, HE Lang, ZHANG Zhili

“…Using outlier replacement, moving average filtering, wavelet filtering, and data resampling, the accurate analysis of multi-source thermal data was realized. …”
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Filtering cells with high mitochondrial content depletes viable metabolically altered malignant cell populations in cancer single-cell studies by Josephine Yates, Agnieszka Kraft, Valentina Boeva

“…Conclusions This study provides insights into the functional characteristics of malignant cells with elevated pctMT, challenging current quality control practices in tumor single-cell RNA-seq analyses and offering potential improvements in data interpretation for future cancer studies.…”
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Hierarchical Gaussian processes for characterizing gait variability in multiple sclerosis by Alexandru Stihi, Claudia Mazzà, Elizabeth Cross, Timothy James Rogers

“…Rather than summarizing features, this approach models the entire gait cycle functionally, including its variation. A Hierarchical Variational Sparse Heteroscedastic Gaussian Process was used to model the shank angular velocity across 28 MS and 28 healthy individuals. …”
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Evolution and impact of the science of science: from theoretical analysis to digital-AI driven research by Jianhua Hou, Bili Zheng, Hao Li, Wenjing Li

“…Abstract The Science of Science (SoS) examines the mechanisms driving the development and societal role of science, evolving from its sociological roots into a data-driven discipline. This paper traces the progression of SoS from its early focus on the social functions of science to the current era, characterized by large-scale quantitative analysis and AI-driven methodologies. …”
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Intelligent fault diagnosis of shearer based on simplified interval kernel global-local feature fusion by Ning LI, Hua DING, Xiaochun SUN, Zeping LIU, Guoshu PU

“…The objective function constructed by principal component analysis and local retention projection is used, and an intelligent fault diagnosis method based on a simplified interval kernel global-local feature fusion is established by combining mutual information, kernel function, interval product estimation and reconstruction contribution methods, which is used for the feature extraction of nonlinear uncertain data characterizing the state of coal mining machines. …”
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How to Make the Charging Simple, Convenient and Efficient by W. Cheng, Y. Wang

“…Matrix Mobility is focusing on realizing this comprehensive charging solution together with OEM, charging point operator (CPO), electric power company and parking lots by using big data analysis. Matrix Mobility installs the charging solution into the car unit before cars go off production line and meanwhile integrates the same function into OEM’s own APP with opening API to help end-users increase their charging experience.…”
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Parameter Sensitivity Analysis and Algorithm Improvement of Optimization Scheduling Model for Cascade Pumping Stations by LIU Xiaolian, LI Zhenrong, WANG Xue-ni, ZHAI Yu, ZHANG Lei-ke, GUO Weiwei, TIAN Yu

“…Additionally, a Tent boundary mapping strategy was employed to regenerate the boundary value, resulting in improved the optimization efficiency of RUN. Six benchmark functions, including unimodal, multimodal and fixed dimension, were used to verify the performance and improvement strategies of TRUN. …”
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FORMATION OF INFORMATION SENSOR IMAGES OF INTELLIGENT VITA-MEDIUM by A. V. Gulaj, V. M. Zaytsev, V. A. Gulaj

“…This provide data filling with the distinctive contents having the principal meaning for a set of functional tasks resolved in the intelligent model volume.…”
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ASSESSING THE FARMERS’ SATISFACTION WITH THE PARTICIPATORY COCONUT PLANTING PROJECT (PCPP) USING REGRESSION ANALYSIS by Leomarich F. CASINILLO

“…Hence, the study involved 145 coconut farmers who participated in the PCPP to increase their productivity and income level. The data were summarized through descriptive calculations and determine the association of variables with the aid of regression analysis. …”
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