Application of an Outpatient Multidisciplinary Collaborative Diagnosis and Treatment Model in the Management of Critically Ill Obstetric Patients by Jie Lin, Lijuan Bai, Hairui Lin, Qiuni Shen, Yujiao Zhang, Xiaodong Fu

“…The source of high-risk pregnant women, the distribution and number of collaborative clinics, the classification of major diseases, the classification of pregnancy risk, the mode of delivery, the condition of labor, and pregnancy outcome were all analyzed to determine the impact of participating in MDT timing on adverse pregnancy outcomes through logistic regression analysis. …”
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Blood biomarkers are altered in elderly hematological patients exhibiting a mosaic loss of the Y chromosome in bone marrow cells by Lin Liu, Liangshun You, Huan Xu, Lu Wang, Shuqi Zhao, Hongyan Tong, Jie Jin

“…Blood markers (n = 22)—including blood cell counts, cytokines, immunoglobulins, and thyroid hormones—were assessed using non-parametric tests and multivariate regression analysis. Results LOY was detected in 4% of patients (3% pure LOY, 1% LOY with additional abnormalities). …”
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Association of weekend catch-up sleep ratio with depressive risk: insights from NHANES 2021–2023 by Shilin Sun, Min Liu, Han Liu, Runzhou Li, Qun Liang, Weiwei Quan

“…Additionally, smoothing curve fitting, threshold effect analysis, subgroup analysis, and interaction tests were conducted. …”
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Incidence and Epidemiology of Kidney Infarctions in Germany—A Cohort Study by Yannick Rau, Ludwig Matrisch

“…Incidence rates were calculated and stratified by gender and age. Statistical analysis involved linear regression to assess correlations between incidence, age, and reporting year, with significance determined using F-tests and Student’s <i>t</i>-tests. …”
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Forecasting the number of identified information security vulnerabilities based on the theory of “Gray Systems” by A. O. Efimov, S. A. Mishin, E. A. Rogozin

“…In the course of the study, the results of forecasting obtained using the developed “gray model” and the linear regression model implemented on the basis of the scikit-learn library and the Python programming language are analyzed.Result. …”
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The relationship between error experience and patient safety culture with safe activities of emergency nurses by Parvin Nafe, Aghil Habibi-Soola, Mir-Hossein Aghaei, Saeid Mehri

“…The mean of PSC and safety nursing activities were 3.24 (± 0.46), 3.41 (± 0.43), respectively. Multiple linear regression analysis revealed that the potential factors associated with safety nursing activities were communication and providing feedback about errors (β=0.229, P=0.007) and an error reporting system (β = 0.221, P = 005). …”
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Determinants of health literacy among older adults in Saboba district in Ghana: a cross-sectional study by Bismark Akubire, Vincent Uwnboriyhi Gmayinaam, Emmanuel Anongeba Anaba, Prince Kubi Appiah, Geoffrey Adebayo Asalu

“…Data were collected using a structured questionnaire and analyzed with Stata Version 16.0. An adjusted odds ratio (AOR) with a 95% confidence interval (CI) was reported to indicate the presence of statistically significant factors associated with older adults’ health literacy. …”
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Relationship between advertising and firm value: Evidence from Jordan by Mohammad Fawzi Shubita, Abdalwali Lutfi, Mohammed W.A. Saleh, Jalal Rajeh Hanaysha, Sajead Mowafaq Alshdaifat, Marwan Mansour, Mahmaod Alrawad

“…Data from 64 Jordanian manufacturing firms listed on Amman Stock Exchange between 2014 and 2022 were analyzed. Regression analysis was applied across two models: one focused on the relationship between advertising expenditures and firm value, while the other assessed sales performance. …”
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Relationship between Th1/ Th2 cytokines and severity of acute lung injury secondary to sepsis by FU Daoliang，CHEN Dejian，REN Lei，HOU Xiaolin

“…IL⁃4 and IL⁃10 were negatively correlated with APACHEⅡ scores（r=-0.720，-0.537，P＜0.01），while IFN⁃γ and TNF⁃α were positively correlated with APACHE Ⅱ scores（r=0.696，0.551，P<0.01）. Logistic regression analysis showed that low oxygenation index（β=-0.202，P<0.01），low IL⁃4 level（β=-0.230，P<0.01），high IFN⁃γ level（β=1.106，P<0.01），and high TNF⁃α level（β =0.012，P<0.05）were independent risk factors for ALI secondary to sepsis. …”
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Is There a Positive or Negative Correlation Between Cervical Vertebral Bone Quality and Intervertebral Disc Degeneration by Pfirrmann Grading by Ziye Qiu, Sixue Chen, Ningning Feng, Wenhao Li, Yukun Ma, Shibo Zhou, Guozheng Jiang, Yishu Zhou, Xing Yu, Yang Xiong

“…Multiple ordered Logistic regression analysis: When VBQ score ≤ 3.08, the effect of VBQ on IDD was negatively correlated (p < 0.05, β = −0.597). …”
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Association between stress hyperglycemia ratio and diabetic retinopathy progression and surgical prognosis: insights from NHANES 2005–2018 and clinical cohort study by Zetong Nie, Wenjia Xing, Xiang Zhang, Xiaorong Li, Wenbo Li, Bojie Hu

“…Risk factors for complications were identified using multivariable logistic regression, and paired analyses compared SHR levels at complication onset versus initial PPV surgery. …”
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Debt Management and Financial Performance of SACCOs in Karamoja Region: A Case of Kamukoi, Thurr and Lotuke SACCOs. by Apio, Brenda

“…Data from 92 respondents was collected and analyzed quantitatively complemented with qualitative analysis. …”
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Application of Decision Tree Algorithm in Determining the Quality of Processed Coffee Based on Consumer Preferences at Beskabean Coffee by M Arief Rahman

“…The results of the analysis show that aroma and aftertaste are the two most dominant factors influencing consumer preferences for Beskabean coffee. …”
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A Survey-Based Study of Medication Safety Competence and Its Relationship with Safe Nursing Care among Nurses by Maryam Aghabarary, Fariba Katebi, Mostafa Bijani

“…To predict safe nursing care based on medication safety competency, multiple linear regression analysis was performed using the simultaneously (Enter) method. …”
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Single-cell sequencing and spatial transcriptomics reveal the evolution of glucose metabolism in hepatocellular carcinoma and identify G6PD as a potential therapeutic target by Deyang Xi, Deyang Xi, Yinshuang Yang, Jiayi Guo, Jiayi Guo, Mengjiao Wang, Mengjiao Wang, Xuebing Yan, Chunyang Li

“…High-throughput sequencing and experimental validation further suggested that G6PD-mediated regulation of HCC cell proliferation, migration, and invasion is likely associated with glutathione metabolism and ROS production. Finally, Cox regression analysis cofirmed G6PD as an independent prognostic factor for overall survival in HCC patients.ConclusionOur study provides novel insights into the changes in glucose metabolism in HCC from both temporal and spatial perspectives. …”
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APPLICATION OF PENALIZED SPLINE-SPATIAL AUTOREGRESSIVE MODEL TO HIV CASE DATA IN INDONESIA by Nindi Pigitha, Anik Djuraidah, Aji Hamim Wigena

“…Spatial regression analysis is a statistical method used to perform modeling by considering spatial effects. …”
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Predicting carotid atherosclerosis in latent autoimmune diabetes in adult patients using machine learning models: a retrospective study by Xiaoqin Chen, Zhitong Li, Xiaoying Fan, Yuanyuan Yan, Shiwei Liu

“…Various clinical, demographic, and laboratory variables were analyzed using univariate and multivariate logistic regression, complemented by LASSO regression for feature selection. …”
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Determinants of dental caries in deciduous teeth among Iranian school children: Evidence from a developing country. by Bahareh Sadat Pezeshki, Awat Feizi, Bahareh Tahani

“…The correlation between factors was analyzed using Pearson and Spearman correlation coefficients. …”
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Evaluating the potential of waist-to-BMI ratio, a body shape index, and other anthropometric parameters in predicting cardiovascular disease mortality: evidence from NHANES III by Thung-Lip Lee, Fang-Ju Lin, Chih-Fan Yeh, Yu-Chung Hsiao, Kai-Chien Yang, Chin-Feng Hsuan, Chau-Chung Wu

“…Methods Data of participants from the United States Third National Health and Nutrition Examination Survey (NHANES III) (1988 to 1994), aged 40–79 years with complete data were extracted and analyzed. Cox regression, receiver operating characteristic (ROC) curve analysis, and the C-index were used to determine the predictive value of the anthropometric parameters for CVD mortality, with follow-up through the end of 2019 via the National Center for Health Statistics (NCHS) Linked Mortality File. …”
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Impact of AI-Assisted Diagnosis on American Patients’ Trust in and Intention to Seek Help From Health Care Professionals: Randomized, Web-Based Survey Experiment by Catherine Chen, Zhihan Cui

“…Respondents reported their tendency to seek help, trust in the doctor as a person and a professional, knowledge of AI, frequency of using AI in their daily lives, demographics, and partisan identification. We analyzed the results with ordinary least squares regression (controlling for sociodemographic factors), mediation analysis, and moderation analysis. …”
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