Developing an Individual Neurosurgical Strategy in Patients With a Two-Level Cervical Degenerative Disc Disease by V. A. Byvaltsev, A. A. Kalinin, M. A. Aliev, B. M. Aglakov, V. V. Shepelev, A.  V. Kukharev, N. O. Azhibekov, E. E. Satardinova, I. E.  Komogortsev

“…After this analysis, we built a mixed effects logistic regression model to identify and assess the impact of various risk factors on poor clinical outcomes in each intervention.Results: TDA correlated with favorable outcomes in patients with cervical lordosis over 12 °; I–III grade IVD changes according to Pfirrmann scale; I–II grade facet joints (FJ) changes according to Pathria criteria; no FJ tropism; segmental movements amplitude > 8 °; interbody space height ≤ 6 mm, and with no central spinal stenosis/spine interventions. …”
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Analysis of the determinants of innovation in enterprises in Kazakhstan by A. S. Nurbatsin, A. A. Kireyeva

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Prognostic Analysis of Duodenal Gastrointestinal Stromal Tumors by Liwen Hong, Tianyu Zhang, Yun Lin, Rong Fan, Maochen Zhang, Mengmeng Cheng, Xiaolin Zhou, Juntao Sun, Peijun Sun, Qiangqiang Wu, Lei Wang, Zhengting Wang, Jie Zhong

“…Cox multivariate regression analysis revealed that Ki-67 index was an independent prognostic factor affecting DFS and OS (P=0.007 and 0.028, resp.). …”
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Systematic review and meta-analysis of quotation inaccuracy in medicine by Christopher Baethge, Hannah Jergas

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Analysis of Parameter Roasting on Color and Peanuts Roasted Taste by Silvi Ari Yanti, Chandrasa Soekardi, M. Sobron Yamin Lubis

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Analysis of hydroxocobalamin dosage in patients with CblC deficiency by Si Ding, Yuxin Deng, Yi Ding, Lili Hao, Wenjuan Qiu, Huiwen Zhang, Lili Liang, Ting Chen, Xia Zhan, Peng Xu, Chiju Yang, Hui Zou, Yongxing Chen, Shengnan Wu, Yufeng Wang, Min Yang, Xuefan Gu, Xianting Jiao, Lianshu Han

“…Multiple linear regression analysis further identified disease onset and the c.482G > A variant as independent factors influencing OHCbl dosage. …”
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Econometric analysis and modeling of the dynamics of the balance of payments’ development in Azerbaijan by N. S. Ayyubova

“…For calculations, application packages such as Excel and Eviews 8 were used.Results. A multivariate regression model has been created that makes it possible to conduct an economic and statistical analysis of the dynamics of the current account of the balance of payments; the form and directions of the functional relationship between dependent and independent variables were determined, variability of variables was estimated, the results of multivariate regression analysis using econometric methods were analyzed; the quantitative characteristics of the mechanisms of influence of explanatory factors on the balance of payments were measured and interpreted; correlation dependencies for causal dependencies were investigated in the model, the Granger test was performed and factors were identified that reliably explain the outcome with high probabilities based on the Fisher criterion; the stationarity of the model was measured based on the Dickey-Fuller test. …”
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Competitive advantage of micro and small enterprises: a predictive analysis by Ernesto Geovani Figueroa-González, María Brenda González-Herrera, Rosalío Tortolero-Portugal, Jesús Guillermo Sotelo-Asef

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Clinical features and prognostic analysis of AKI in the internal medicine departments by XUE Xian, TANG Xiao-jing, ZHANG Di, SHEN Ai-wen, MEI Chang-lin

“…Objective To explore the clinical features of patients with acute kidney injury(AKI)in the internal medicine departments.Methods The kidney function indexes of the internal medicine patients were collected in Shanghai Changzheng Hospital from 2011 to 2012.According to the AKI diagnostic criteria of KDIGO in 2012,we screened out the AKI patients who met the criteria.By retrospectively studying their clinical data,we analyzed and summarized their clinical characteristics and the factors affecting the prognosis.Results From January 2011 to December 2012,there were a total of 33 332 cases of internal medicine patients in our hospital and 245 of them met the criteria of AKI.The incidence of AKI was 0.74%in internal medicine departments while the detection rate of AKI was 35.92%.The proportions of patients with AKI stage 1 to 3 were 42.45%,20.41% and 37.14%,respectively.Among all the internal medicine departments,patients in the department of nephrology accounted for 33.47%,followed by the department of cardiology(20.00%),gastroenterology(11.84%)and infectious disease(10.61%).The incidence of AKI from high to low was infection disease department(1.70%),nephrology department(1.37%),and cardiology department(1.11%).Of all the hospitalized patients with AKI,71.84% discharged with a better health condition and the kidney function discovered in only 34.69% of the discharged patients;28.16% died or gave up treatment.The most common departments with high fatality rate were the department of infectious disease(21.74%),gastroenterology and cardiology.Infection was the main cause of the AKI in internal medicine departments.Logistic regression analysis showed that higher AKI stage,more AKI risk factors,combination with liver disease or tumor were risk factors for death and giving up treatment,while chronic kidney disease was the protective factor.ConclusionsAKI is common in internal medicine system,with a high mortality rate and a higher recognition rate than perioperative AKI.Except for the department of nephrology,cardiology,departments of infectious disease and gastroenterology have heavy burden of AKI.The advanced stage of AKI,more risk factors,and comorbidities such as liver disease or tumor were associated with poor prognosis.…”
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Analysis and Application of Grey-Markov Chain Model in Tax Forecasting by Huidi Zhang, Yimao Chen

“…Traditional tax forecasting methods, such as factor scoring method, factor regression method, and system adjustment method, have a certain guiding role in actual work, but there are still many shortcomings, such as the limitation from the distribution and size of sample data and difficulty of grasping the nonlinear phenomena in economic system. …”
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The Impact of Urbanization on Greenhouse Gas Emissions: A Multidimensional Analysis by M. S. Bekturganova

“…Today, urban areas are considered significant sources of CO₂ emissions, making the problem of climate change particularly urgent. This study aims to analyze urbanization’s impact on greenhouse gas emissions, identify key economic, social, and environmental factors, and propose recommendations for sustainable urban development. …”
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Analysis of the Influence of Religious Beliefs and Solidarity on Product Boycott Behavior by Nabila Salwa Amarta, Ihwan Susila

“…The study also suggests that other factors, such as brand loyalty or media influence, which were not analyzed in this study, may affect boycott behavior and should be considered in future research. …”
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Analysis of Normal Stopping Behavior of Drivers at Urban Intersections in China by Tian Yuan, Rui Liu, Xuan Zhao, Qiang Yu, Xichan Zhu, Shu Wang

“…The effects of traffic state and traffic density on approach speed and reaction distance were studied using one-way ANOVA, and the relationships between maximum deceleration, average deceleration, braking duration, and influencing factors were analyzed using hierarchical multiple regression. …”
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Pharmacovigilance analysis of drug-induced hypertrophic rhinitis using FAERS data by Yan He, Xinzhou Yan, Long Chen, Zhiqiang Lin

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Predictive features analysis and nomogram construction for predicting depression in elderly patients by Wei Lin, Zijun Zhao, Yingshan Yu, Hongbin Chen

“…We collected patients’ basic information and CGA results and analyzed them using univariate and multivariate regression. …”
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Barriers to Long-Term Adherence in Botulinum Toxin Therapy for Post-Stroke Spasticity: Insights and Implications from a Single-Center Study in North Italy by Ester Cecchella, Nicola Luigi Bragazzi, Filippo Cotellessa, William Campanella, Luca Puce, Lucio Marinelli, Antonio Currà, Cristina Schenone, Laura Mori, Carlo Trompetto

“…This retrospective observational study analyzed 106 patients undergoing botulinum toxin therapy for post-stroke spasticity to identify the key factors influencing treatment continuation. …”
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Clinical features, treatment and prognosis analysis of distant metastatic esophageal cancer by Shuang Li, Yanwei Lu, Ruiqi Liu, Luanluan Huang, Ding Nan, Xiaoyan Chen, Wenjie Xia, Xiaodong Liang, Haibo Zhang

“…Univariate and Multivariate regression analysis showed that T-stage, M-stage, primary site, surgery, chemotherapy, and radiotherapy were independent prognostic factors affecting the prognosis of distant metastatic EC (P < 0.05). …”
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Cellular senescence-associated genes in rheumatoid arthritis: Identification and functional analysis. by You Ao, Qing Lan, Tianhua Yu, Zhichao Wang, Jing Zhang

“…We explored the roles of these DEGs in cellular senescence through Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. We then pinpointed three key genes (DHX9, CYR61, and ITGB) using random forest and LASSO Cox regression machine learning techniques. …”
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Research on quantitative identification of mine water inflow based on multivariate statistical analysis by Huai WANG, Xinyi WANG, Hongwei MENG, Tong XI, Peng LIU, Zihan WANG

“…The sources of water gushing were quantitatively analyzed using statistical methods such as cluster analysis, factor analysis, multiple regression analysis, and canonical correlation analysis, the analysis results are mutually verified with the actual exploration results. …”
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Analysis of Massive Transfusion Protocol Utilization in Trauma Across Sociodemographic Groups by Monique Arnold, Bharti Sharma, Matthew Conn, Kate Twelker, Navin D. Bhatia, George Agriantonis, Jasmine Dave, Juan Mestre, Zahra Shafaee, Jennifer Whittington

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