Machine learning-based prognostic model for bloodstream infections in hematological malignancies using Th1/Th2 cytokines by Qin Li, Nan Lin, Zuheng Wang, Yuexi Chen, Yuli Xie, Xuemei Wang, Jirui Tang, Yuling Xu, Min Xu, Na Lu, Yiqian Huang, Jiamin Luo, Zhenfang Liu, Li Jing

“…Methods A retrospective analysis of 231 HM patients with positive blood cultures was conducted. Logistic regression identified risk factors for 30-day mortality. …”
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Experimental analysis on fiber diameter of spunbond nonwoven fabrics through Plackett–Burman and Box–Behnken designs and its impact on mechanical properties by Kaoutar Abdel‐Mouttalib, Ayoub Nadi, Samir Tetouani, Abdelowahed Hajjaji, Omar Cherkaoui, Samira Touhtouh

“…Selection of Placket–Burman and Box–Behnken designs to analyze, optimize, and predict fiber diameter. Evaluation of the designs results (analysis of variance, Pareto, Regression model …), determination of the optimal conditions and the factors that has most effect on fiber diameter. …”
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Analysis of the Impact of Climate Change on National Vulnerability Based on Fuzzy Comprehensive Evaluation by Jia-Ming Zhu, Yang Chen, Su Zhang

“…On the impact of climate change on national vulnerability, the researchers firstly select relevant factors and data and analyze the principal components to determine the weight of climate change on vulnerability so as to analyze the impact of climate change on national vulnerability. …”
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BRCA1 expression in ovarian cancer and its relationship with clinicopathological characteristics and prognosis by Chenxiang Pan, Shihao Xu, Lijiao Li, Aidi Lin

“…The expression of BRCA1 protein in ovarian cancer was retrieved from the Clinical Proteomic Tumor Analysis Consortium(CPTAC) dataset of the Ualcan database; the expression of BRCA1 protein was detected by immunohistochemistry; Kaplan-Meier curve was drawn to analyze the relationship between BRCA1 protein expression level and 3-year survival rate of ovarian cancer patients; multivariate Cox regression analysis was used to examine the prognostic factors of ovarian cancer patients. …”
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Association between perceived neighborhood environment, sedentary behavior, walking, and moderate-to-vigorous physical activity and frailty: an isotemporal substitution model by Hee-kyoung Nam, Chang Won Won, Miji Kim, Sung-il Cho

“…Frailty as the response variable was defined using the Fried frailty phenotype. Multinomial regression was performed to analyze the outcome. The Isotemporal Substitution Model (ISM) was applied to examine the effects of replacing sedentary behavior with physical activity. …”
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RELATIONSHIP BETWEEN APOPTOSIS MARKERS(P53, BCL-2, BAX) AND CLINICAL-MORPHOLOGICAL PARAMETERS AND SURVIVAL IN NON-SMALL CELL LUNG CANCER by D. S. Kobyakov, А. F. Lazarev, Е. L. Lushnikova, L. M. Nepomnyashchikh

“…Survival rate of patients with NSCLC was higher in –p53/+bcl-2 and –p53/+bcl-2/–bax immune phenotypes and lower in +p53/+bax and +p53/–bcl-2/+bax immune phenotypes. The unifactor regression analysis showed that bcl-2 and р53 were prognostic factors. …”
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Expression profile and prognostic relevance of immune infiltration-related RBMS1 in gliomas: a multidimensional integrative analysis by Yang Zhang, Ying Zhou, Sunfu Zhang, Liangxue Zhou

“…Additionally, univariate and multivariate Cox regression analyses were conducted to assess independent prognostic factors. …”
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Clinical and survival differences between second primary and first primary nasopharyngeal carcinoma in a retrospective study by Xin Huang, Ying Kong, Tianyu Wu, Zhen Meng, Min Kang

“…Survival and prognostic factors were analyzed using Kaplan-Meier and multivariate Cox regression methods. …”
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Correlation between Neutrophil-to-Lymphocyte Ratio and Diabetic Neuropathy in Chinese Adults with Type 2 Diabetes Mellitus Using Machine Learning Methods by Lijie Zhu, Yang Liu, Bingyan Zheng, Danmeng Dong, Xiaoyun Xie, Liumei Hu

“…Multivariate logistic regression analysis revealed that NLR (P=0.008, C = 0.003) was a risk factor for DPN. …”
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The Effect of Financial Literacy, Lifestyle, and Use of M-Banking on Financial Management Moderated by Socioeconomic Status Among Millennials in Pontianak City by Ananda Shalsa Qirani, Heni Safitri, Dedi Hariyanto

“…Data analysis was performed through validity and reliability tests, classical assumption tests, as well as multiple linear regression and Moderated Regression Analysis (MRA) to determine the role of socioeconomic status as a moderating variable. …”
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Pengaruh Volume Perdagangan, Laba Akuntansi dan Profitabilitas Terhadap Return Saham Syariah Dimoderasi Pengungkapan ISR by Ani Murtaza, Alvita Tyas Dwi Aryani

“…A stock return can be influenced by several factors, one of which is the trading volume of its shares, the level of profit that can be known through the company's performance by analyzing accounting profits and the level of Return on Equity (ROE). …”
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The Role of Product Quality and Price in Shaping Consumer Purchasing Decisions at Harvest Chicken Express Glenmore by Muhammad Sholehuddin, Shinta Setiadevi

“… Competition is getting tougher in the culinary field, making Harvest Chicken Express Glenmore need to understand the factors that influence consumer purchasing decisions when buying products. …”
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Genetic variants and clinical determinants affecting the response to 5-Fluorouracil-based treatment in Chilean patients with advanced colorectal cancer by Leslie C. Cerpa, Leslie C. Cerpa, Leslie C. Cerpa, Christopher Sandoval, Paula Escalante, Juan P. Cayún, Juan P. Cayún, María A. Lavanderos, María A. Lavanderos, María A. Lavanderos, Claudio Alarcón-Concha, Claudio Alarcón-Concha, Guillermo Kaempfe, Diego Moreno-Tapia, Camilo S. Quiroz, Carolina Gutierrez-Cáceres, Carolina Gutierrez-Cáceres, Olga Barajas, Olga Barajas, Bettina Müller, Bettina Müller, Alicia Colombo, Alicia Colombo, Gerardo Donoso, Gerardo Donoso, Angie Nuñez, Nelson M. Varela, Nelson M. Varela, Luis A. Quiñones, Luis A. Quiñones, Luis A. Quiñones

“…Sixteen genetic variants were analyzed to assess their association with adverse reactions and their severity using logistic regression. …”
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High proportion of tuberculosis recent transmission in rural areas of Northeastern China: a 3-year prospective population-based genotypic and spatial analysis in Hinggan League, Ch... by Xichao Ou, Xiangchen Li, Shaojun Pei, Bing Zhao, Liping Feng, Chong Teng, Yewei Lu, Hanfang Zhu, Yang Zhou, Hui Xia, Zhengwei Liu, Xiaomeng Wang, Yanling Wang, Richard Anthony, Yanlin Zhao

“…Risk factors were identified by logistic regression analysis. …”
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A novel prognostic model utilizing TMTV and SUVmax from 18F-FDG PET/CT for predicting overall survival in patients with extranodal NK/T- cell lymphoma by Hua Wang, Demei Feng, Yiwen Mo, Huangming Hong, Yingying Hu, Li Huang, Xiaolei Wei, Yajun Li, Haibin Huang, Runhui Zheng, Yonghua Li, Hui Zeng, Robert Peter Gale, Tian Ying, Jing Guo, Zhenshu Xu, Wei Fan, Tongyu Lin

“…Optimal cut-off values were determined using the Youden’ index. Cox regression analysis identified significant prognostic factors. …”
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Exploring the association between vitamin D status and Corona Virus-19 infection in a cohort of adults aged 50 years and older by Carol L. Wagner, John E. Baatz, Myla Ebeling, Danforth A. Newton, Judith R. Shary, Mathew Gregoski, Mark T. Wagner, David Zava, Carole Baggerly, Sonya Ketchens, Jeffrey Korte, Bruce W. Hollis

“…Multivariate logistic regression analyzed factors linked to COVID-19 or vitD status. …”
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Evaluating the Predictive Accuracy of an AI-Based Tool for Postoperative Vault Estimation in Phakic Intraocular Lens Implantation by Zaldivar R, Zaldivar R, Cummings AB, Cummings BK, Mertens EL, Ang RE, Zarate Piscopo LI, Quintero G, Cerviño A

“…Statistical analyses, including Spearman correlation and multivariable linear regression, were conducted to assess the agreement between predicted and measured vaults and to identify significant predictive factors.Results: At 1 day postoperatively, the mean clinical vault was 520.97 ± 178.73 μm versus a predicted vault of 508.16 ± 163.00 μm, with a mean signed difference of − 12.81 μm (r²=0.621, p< 0.001). …”
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Cancer patients as frequent attenders in emergency departments: A national cohort study by Ting Hway Wong, Zheng Yi Lau, Whee Sze Ong, Kelvin Bryan Tan, Yu Jie Wong, Mohamad Farid, Melissa Ching Ching Teo, Alethea Chung Pheng Yee, Hai V. Nguyen, Marcus Eng Hock Ong, N. Gopalakrishna Iyer

“…Time to FA distribution was estimated using the Kaplan‐Meier method, and factors associated with risk of FA were identified using multivariate Cox regression analyses. …”
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The novel triglyceride‒glucose-weighted adjusted waist index as a supplementary diagnostic tool for heart failure: evidence of improved reclassification beyond traditional TyG-rela... by Yuqin Fan, Dan Ye, Kebin Zhou, Lu Cai, Longhui Yu

“…The TyG-WWI was calculated, and its association with HF risk was analyzed via multivariable logistic regression (adjusted for demographics, lifestyle factors, disease history, and medication use), restricted cubic splines (with 4 knots), and subgroup analyses. …”
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Spinal cord stimulator utilization trends and predictors of unsuccessful trial-to-implant conversion by Wesley Day, BS, Gwyneth C Maloy, BA, Adam D. Winter, BS, Kenneth B Chapman, MD, Anthony E Seddio, BS, Rushabh H Doshi, BS, Philip P Ratnasamy, BS, Arya G Varthi, MD, Mitchell S. Fourman, MD, Jonathan N Grauer, MD

“…Multivariable logistic regression was used to identify clinical (age, sex, Elixhauser Comorbidity Index, and tobacco use) and non-clinical (insurance plan and US geographic region) characteristics associated with lower odds of trial-to-implant conversion.The annual incidences of SCS utilization, trial-to-implant conversion, and breakdown of specialties performing SCS implantation (pain specialists, neurosurgeons, orthopedic surgeons) were analyzed. …”
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