Risk factors and a nomogram model for recurrence of benign paroxysmal positional vertigo: a multicenter cross-sectional study by Qingchun Pan, Bei Li, Kai Zou, Jing Zhang, Yuanling Wang, Xiaoming Tang

“…After organizing the clinical data, the training set’s patients were arranged into recurrent and non-recurrent subgroups based on the recurrence of BPPV within one-year post-treatment. Factors affecting BPPV recurrence were found using LASSO regression; then, multivariate logistic regression (MLR) analysis was used to build a nomogram-style risk prediction model. …”
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1990—2021年中国青少年和青年人群脑出血发病趋势及年龄-时期-队列模型分析(The Incidence Trend and Age-Period-Cohort Model Analysis of Intracerebral Hemorrhage in Adolescents and Young Adults in China from 1990 to... by 丁月明1，张冰莹2，孙琳琳2，吕思谕3，金海2，郝广志2 (DING Yueming1, ZHANG Bingying2, SUN Linlin2, LYU Siyu3, JIN Hai2, HAO Guangzhi2 )

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Factors influencing quality of life in adolescents with type 1 diabetes mellitus: A cross-sectional study in South Korea by Hye-Ryeon Park, So-Yeon Park

“…Results: The quality of life of adolescents with type 1 diabetes was significantly correlated with depression (r = -0.31, p <0.001) and diabetes distress (r = -0.42, p <0.001). Stepwise multiple regression analysis identified diabetes distress (β = -0.38, p <0.001) and insulin treatment (β = 0.15, p = 0.048) as factors influencing quality of life. …”
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Prevalence, influencing factors, and prediction model construction of anemia in ankylosing spondylitis based on real-world data: An exploratory study. by Yifan Gong, Kun Yang, Zhaoyang Geng, Hongxiao Liu

“…The results of multivariate stepwise logistic regression analysis showed that female gender, underweight, ossification, abnormal CRP and ESR were independent risk factors for anemia in AS (P < 0.05). …”
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Risk Factors for Pleural Reaction in CT-Guided Percutaneous Lung Nodule Localization: A Single-Center Retrospective Study by Zhou N, Feng N, Jiao Z, Shi X, Wang T, Zhao G

“…Binary logistic regression was performed to further analyze these factors. …”
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Exploring the Recurrence Risk Factors and Development of a Nomogram Prediction Model for Uterine Fibroid Patients Post-Myomectomy Based on Patient Medical Records by Li C, Li L, Hu Y

“…Clinical data of both groups were analyzed using univariate analysis, and factors statistically significant in univariate analysis were further evaluated through multivariate logistic regression to identify independent risk factors for recurrence post-laparoscopic myomectomy.Results: Univariate analysis indicated that the proportion of patients with ≥ 2 fibroids, intramural fibroids, and preoperative serum C-reactive protein (CRP) levels ≥ 4.67 mg/L was significantly higher in the recurrence group (all P< 0.05). …”
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Resource Configuration Efficiency and Influencing Factors of Elderly Care Services Based on a Data-Driven DEA-Tobit Approach by Dongqing Luan, Ziqing Zhao, Yanxi Xie

“…Next, the causes of these problems are analyzed. Then, the regression analysis is performed using Tobit with the influencing factors including GDP, the number of institutions engaged in elderly care, the number of day service centers in the communities, the number of medical service institutions for the elderly, and the density of the elderly population. …”
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Correlation between clinical and pathological nodal status in hepatocellular carcinoma: identifying risk factors for lymph node metastasis via the national cancer database by Huisong Lee, Kyunguk Jung, Michael Luu, Kambiz Kosari, Nicholas Nissen, Ju Dong Yang

“…Clinical LNM (cN1) demonstrated high specificity (99.2%) but low sensitivity (46.2%) in detecting pN1. Logistic regression analysis revealed that younger age, female sex, fibrolamellar histology, combined hepatocellular-cholangiocarcinoma (HCC-CCA), advanced clinical T stage, and higher tumor grade were significant risk factors for pN1. …”
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Influencing factors of suicide in hospitalized patients with mental disorders: a retrospective study using medical malpractice cases in China by Qiang Wang, Daming Sun, Guangjian Li, Lin Li, Hongyan Li, Yajun Xu

“…The χ2 test was applied to compare group differences, while a binary logistics regression analysis was used to assess factors influencing suicide among hospitalized patients with mental disorders.ResultsA total of 268 finalized medical malpractice judgments were analyzed. …”
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Factors associated with low health-related quality of life in persons with multiple sclerosis: A quantile-based segmentation approach. by Stefania Iaquinto, Benjamin Victor Ineichen, Anke Salmen, Jens Kuhle, Pascal Benkert, Lisa Hofer, Pasquale Calabrese, Christian P Kamm, Patrick Roth, Chiara Zecca, Sabin Ammann, Caroline Pot, Viktor von Wyl, Swiss Multiple Sclerosis Registry

“…The analyses included descriptive methods, multivariable multinomial regression, and simultaneous quantile regression as a sensitivity analysis.…”
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Pathogenetic characteristics and related risk factors of incisional infection after surgery for acute intestinal obstruction and construction of prediction model by Qiangqiang Wang, Yanjing Zhu, LvHao Cao, Tongyuan Zhang, Jiawei Chang, Xingyu Wang

“…Multivariate logistic regression was utilized to analyze risk factors and develop a predictive model. …”
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Low Birth Weight, Child Gender, Number of Children, and Maternal Education as Risk Factors for Stunting in Palu City - Indonesia by Fahmi Hafid, Nasrul Nasrul, Amsal Amsal, Kadar Ramadhan, Taufiqurahman Taufiqurahman, Sarina Sariman

“…Data were collected by 20 enumerators under the supervision of the Health Office, through interviews related to breastfeeding, complementary feeding, infection history, and other variables as well as anthropometric measurements using length Board Measuring calibrated tools. The data were analyzed using univariate analysis, chi-square test bivariate, and logistic regression. …”
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Breastfeeding self-efficacy status and associated factors among postpartum mothers at Hadiya Zone public hospitals, Southern Ethiopia. by Lemlem Nigussiee, Tigist Demeke, Vinod Bagilkar, Yemisrach Firetsidk, Mulatu Abageda, Tefera Belachew

“…The data were entered into Epi Data version 3.1 and analyzed using the SPSS version 24. Bivariable analysis was conducted initially, and variables with p values ≤ 0.25 were entered into multivariable logistic regression. …”
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Risk Factors and Prognostic Implications in Synchronous Breast-Thyroid Dual Primary Cancers: A Matched Case-Control Study by Li T, Lu B, Zhang Y, Zhang P, Qi J, Sun Y

“…Multivariate logistic regression analysis identified age, ER positivity, and a family history of breast cancer as independent risk factors for synchronous primary breast and thyroid cancer (P &lt; 0.05).Conclusion: This first matched case-control analysis reveals that synchronous DBTMs represent a unique clinical subgroup with aggressive biological behavior. …”
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Synergistic Matching and Influencing Factors of Grain Production and Cropland Net Primary Productivity in the Black Soil Region of Northeast China by Quanxi Wang, Jun Ren, Maomao Zhang, Hongjun Sui, Xiaodan Li

“…This study analyzed the spatial–temporal mismatch characteristics of grain production and cropland net primary productivity (CNPP) using the gravity center model, spatial autocorrelation analysis, and spatial mismatch index (SMI), and identified the spatial heterogeneity and prediction–response relationships of influencing factors based on a geographically and temporally weighted regression (GTWR) model and boosted regression tree (BRT) machine learning algorithm. …”
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Prospective multicenter German study on pulmonary colonization with Scedosporium /Lomentospora species in cystic fibrosis: Epidemiology and new association factors. by Carsten Schwarz, Claudia Brandt, Elisabeth Antweiler, Alexander Krannich, Doris Staab, Sabina Schmitt-Grohé, Rainald Fischer, Dominik Hartl, Anja Thronicke, Kathrin Tintelnot

“…<h4>Material and methods</h4>Clinical, microbiological and laboratory data of 161 patients aged 6-59 years with CF in Germany were analyzed for Sac-Lp distribution and association factors. …”
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Influencing factors of IgA nephropathy combined with hyperuricemia and a nomogram to predict the risk of hyperuricemia in IgA nephropathy patients by Zhou Jie, Xian Wei-ying, Li Ji-tian, Zeng Jin-cheng

“…Multivariate logistic regression was applied to analyze the risk factors for HUA in IgAN patients. …”
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Soil-Transmitted Helminth Infections and Associated Risk Factors Among Primary Schoolchildren in the Koh Yao Islands of Southern Thailand by Nonthapan Phasuk, Prasit Na-Ek, Udomsak Narkkul, Stephen J. Scholand, Chuchard Punsawad

“…Demographic data and associated risk factors were collected and analyzed. Stool samples were collected and examined for parasites using the formalin-ethyl acetate sedimentation concentration and the modified Kato-Katz methods. …”
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Independent risk factors and outcomes for ventilator-associated pneumonia due to multidrug-resistant organisms after cardiac valvular surgery by XiaoLiang Chen, LaiYha Yan, ShunYing Zhao, XiaoYan Hu, GuoFeng Shao, Ni Li, LinWen Zhu

“…Univariable and multivariable logistic regression analyses were performed to identify risk factors for MDRO VAP, and the outcomes of MDRO VAP patients were analyzed. …”
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Fertility desire and associated factors among reproductive age women attending antiretroviral therapy at public hospitals in Eastern Ethiopia by Legesse Abera, Betelhem Mengistu, Mickiale Hailu, Mawerdi Adem, Daniel Tadesse

“…Variables with a p -value <0.25 in bivariate analysis were included in the multivariable logistic regression analysis. …”
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