CKRT coagulation risk prediction and nursing feedback model based on intelligent algorithms by Xianrong Xu, Mou Chen, Lvjing Chen, Kaixing Huang, Shiqi Cao, Wenwen Gao, Kang Liu, Buyun Wu, Huijuan Mao

“…Logistic regression analysis indicated that treatment mode and anticoagulation method were key factors influencing extracorporeal coagulation during Continuous Kidney Replacement Therapy, with the highest regression coefficient observed for heparin-free anticoagulation (β = 2.209). …”
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Deep brain stimulation surgical timing, outcomes, and prognostic factors in patients with Parkinson's disease: A Chinese retrospective multicenter cohort study. by Shu Wang, Wei Hu, Yuan Gao, Anxin Wang, Ling Chen, Zhanhua Liang, Shizhong Zhang, Hao Long, Weiguo Li, Chaoshi Niu, Weiguo Liu, Guoen Cai, Yuchen Ji, Joseph Tam, Qin Xu, Anchao Yang, Lin Shi, Hua Zhang, Chunlei Han, Guanyu Zhu, Yutong Bai, Lulu Jiang, Tao Li, Shan Xue, Hongxiao Wang, Yuexuan Li, Chi Xiong, Andres M Lozano, Adolfo Ramirez-Zamora, Wenbin Zhang, Fangang Meng, Jianguo Zhang, DBS-PDCC2 Collaboration

“…Relative changes in scores were analyzed for within- and between-group comparisons, and prognostic factors were identified via multivariable linear regression. …”
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Influencing factors of pulmonary dysfunction among community-based population at high-risk for chronic obstructive pulmonary disease in Putuo District， Shanghai by SONG Rongwei, WU Chunxiang, YU Jie, LU Yuqing, ZHANG Fengying

“…In addition, risk factors related to pulmonary dysfunction were analyzed for the establishment of risk assessment model.ResultsA total of 823 individuals aged between 35‒76 years were included, among which 298 (36.21%) were diagnosed with pulmonary dysfunction, 167 (20.29%) with COPD, and 131 (15.92%) with preserved ratio but impaired spirometry. …”
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Economic Deterioration and Social Factors Affecting Mental Health During the COVID-19 Pandemic in Japan: Web-Based Cross-Sectional Survey by Kentaro Hori, Yosuke Yamada, Hideyuki Namba, Misaka Kimura, Hiroyuki Fujita, Heiwa Date

“…Economic deterioration was defined as a decrease in income compared to the prepandemic levels, and scales for social support and negative interactions were included. Logistic regression analysis was performed, using K6≥9 as the dependent variable, with interaction terms for each hypothesis sequentially incorporated. …”
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The association between the incident risk of Parkinson’s disease and depression in middle-aged and older adults, and the moderating role of lifestyle: evidence from the CHARLS by Wu-xiao Wei, Lian Meng, Zhen-fang Mao, Zhen-hua Mo, Lu Yang, Yan Qin, Jin-yu Huang, Jin-yu Huang

“…Cox proportional hazards models were used to analyze PD risk, and cubic spline regression was employed to evaluate the dose–response relationship between depression, lifestyle, and PD risk.ResultsDepression (CESD-10 ≥ 10) was significantly associated with an increased risk of PD. …”
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Nutritional rickets and its associated factors among under-five children in Assela referral and teaching hospital, Ethiopia: a hospital based cross-sectional study design by Helen Abebe, Berhe Gebremichael, Assefa Desalew, Melat B. Maruta, Addis Eyeberu, Jemal Ahmed Nure, Adera Debella, Lemma Demissie Regassa, Ibsa Mussa

“…Data were entered into Epidata version 3.1 and analyzed using STATA version 18. Predictors of nutritional rickets were assessed using multivariate logistic regression analysis, with results presented as adjusted odds ratios (AOR) with 95% confidence intervals (CI). …”
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Interaction between the TCF7L2 gene and dietary intake on metabolic syndrome risk factors among Saudi Arabian adults by Maha S. Al-odinan, Najlaa M. Aljefree, Noha M. Almoraie, Marwan A. Bakarman, Hani A. Alhadrami, Hani A. Alhadrami, Hani A. Alhadrami, Israa M. Shatwan

“…IntroductionTranscription factor-7-like 2 (TCF7L2) is the most critical type 2 diabetes (T2D) gene identified to date. …”
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High ischemic deficit in computed tomography perfusion is a risk factor for cerebral vascular ischemic events in Takayasu arteritis: a prospective observational study by Rongyi Chen, Ying Sun, Ying Liu, Jing Ding, Lindi Jiang

“…The relationship between CTP parameters, ischemic deficit (time to maximum, Tmax >6 s) and ischemic core (cerebral blood flow, CBF < 30%), CVIEs, and a poor outcome during follow-up was analyzed with Spearman correlation, Cox regression, cluster analysis, and Kaplan–Meier curves. …”
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Predicting the risk of postoperative venous thromboembolism in rhinoplasty patients: a cohort study by Jie Chen, Jianfei Zhang, Xia Xiao, Yujun Tang, Hejin Huang, Wenwen Xi, Lina Liu, Zhengzhou Shen, Jianhua Tan, Feng Yang

“…General patient information was collected and subjected to univariate analysis. Multivariate logistic regression analysis was used to identify risk factors for postoperative VTE in rhinoplasty patients and establish a predictive model. …”
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Exploring the Factors Influencing the Spread of COVID-19 Within Residential Communities Using a Big Data Approach: A Case Study of Beijing by Yang Li, Xiaoming Sun, Huiyan Chen, Hong Zhang, Yinong Li, Wenqi Lin, Linan Ding

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A clinical study on the preservation of pulp sensitivity in affected teeth with jaw cysts using concentrated growth factor: a retrospective Cross-sectional study by Wenjie Zhou, Chuanqing Mao, Ge Shi, Meng Lu, Yongzhen Lai, Chengyong Wang, Yilin Li, Weihui Chen

“…Clinical follow-up data, including electric pulp testing results, tooth color changes, gingival healing status, and radiographic evaluations, were collected at 2 weeks and at 3 to 6 months post-surgery. One-way analysis of variance (Kruskal-Wallis test) and linear regression analysis were employed to analyze bone regeneration, changes in pulp sensitivity, and their potential correlations. …”
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Research on the driving mechanisms of ecosystem services in the alpine canyon areas of Southwest China by Jiahui Jiang, Jian Hou, Chen Zeng, Haobo Feng, Yufan Zhu

“…Spearman correlation analysis, geographically weighted regression, and the geographic detector method were employed to analyze trade-offs and synergies among these ecosystem services and explore their driving mechanisms. …”
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Predictors of depression among caregivers of children with malnutrition in Gedeo zone public hospitals, Southern Ethiopia: case-control study by Biazin Yenealem Mekuriaw, Alemayehu Molla, Misrak Negash, Tadese Teferi, Endashaw Habtamu, Mastewal Aschale, Aklile Tsega

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中国青年缺血性卒中的疾病负担变化趋势分析及预测Analysis and Prediction of the Trend in Disease Burden of Ischemic Stroke among Chinese Young Adults by 王小军，杨珂珂，吴健恒，林铎，李晨威，彭慧渊(WANG Xiaojun, YANG Keke, WU Jianheng, LIN Duo, LI Chenwei, PENG Huiyuan)

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Construction of risk prediction model for dysphagia in hospitalized elderly patients with frailty by Yuzhu Lin, Chen Xu, Xue Song, Qin Tan, Xiaolei Lian

“…The difference was statistically significant (χ2 = 4.092, p = 0.043). Logistic regression analysis showed that age, history of coughing, polypharmacy, malnutrition, oral health-related self-efficacy, and oral health assessment index were risk factors for dysphagia in elderly patients with frailty (p &lt; 0.05). …”
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What factors are associated with new social isolation years after the great East Japan Earthquake?: findings from the TMM CommCohort study by Yuka Kotozaki, Kozo Tanno, Kotaro Otsuka, Ryohei Sasaki, Makoto Sasaki

“…Based on their level of social isolation in the second survey, participants were categorized into two groups: not socially isolated and newly socially isolated. To examine factors associated with new social isolation, we used logistic regression analysis to calculate multivariate-adjusted odds ratios (ORs) and 95% confidence intervals (CIs) for the newly socially isolated group versus the not socially isolated group by sex. …”
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Necrotizing Fasciitis: A Retrospective Review of the Microbiological Aspects and Factors Associated with Multi-Drug Resistance from a Saudi Tertiary Care Hospital by Abd El-Hamid El-Kady R, Ahmed Mansour A, ElGuindy AMF

“…We analyzed the risk factors for acquisition of MDR-NF using univariate analysis, whereas a multivariate regression model was generated to identify the independent predictors for MDR-NF.Results: Out of 38 adult patients diagnosed with NF, 27 (71.1%) were males and the mean age was 60.11 ± 13.57 years. …”
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Knowledge, attitudes, and practices of liver cancer screening among high-risk populations in China by Ge-hui Feng, Min Liu, Yun-shan Chen, Yi-fei Wang, Ke-hao Zhao, Mao-ting Huang, Wen-ting Yi, Ling Zhao, Ying Zeng

“…Data were collected through anonymous questionnaires and analyzed from March to September 2024. The linear regression model was applied to measure the influencing factors associated with liver cancer screening practice. …”
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Analyzing cropland fragmentation evolution and driving mechanisms in Shandong through MSPA and landscape metrics integration by Tianwei Zhang, Wei Li, Zengfeng Zhao, Meizhen Bi, Yi Zheng

“…Finally, the driving factors are explored using Multiscale Geographically Weighted Regression (MGWR). …”
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Evaluating the operational efficiency of the compact urban medical group in Qiqihar based on the three-stage DEA and Malmquist index model by Ye Xing, Chong Tian, Jiayu Wang, Yanting Liu, Jun Tao, Taoyu Lin, Yan Zhou, Yan Zhou, Yue Wang, Xue Bai

“…This study focuses on urban medical groups, a reform model of medical alliances, and systematically analyzes the changes in operational efficiency before and after the group-based reform, aiming to provide empirical evidence for improving the group-based management model.MethodsThis study employs a dual-method framework combining three-stage DEA for static efficiency evaluation and Malmquist index analysis for dynamic assessment. …”
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