A novel AI-driven model for student dropout risk analysis with explainable AI insights by Sumaya Mustofa, Yousuf Rayhan Emon, Sajib Bin Mamun, Shabnur Anonna Akhy, Md Taimur Ahad

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Spatial–Temporal Analysis of Coupling Coordination Between New Urbanization and Ecological Environment in Ya’an, China by Wei Wei, Lei Xiao, Xiao Zhang, Luyao Jin, Di Wang, Xin Long, Qiaoqiao Yang, Jinxiang Li, Ying Zhou

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Risk factor analysis of death within the first 3 months of hemodialysis in patients with end stage nephropathy by CHENG Liang-ying, FU Ping, ZHOU Li

“…Baseline conditions and laboratory results were compared between the two groups. Logistic regression analysis of the related risk factors was performed.Results A total of 1 268 patients with end stage nephropathy starting hemodialysis were included, of which 438 ones died. …”
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Analysis of risk factors for the prognosis of proliferative IgA nephropathy and construction of a prediction model by Zhu Feng-bo, Jiang Jun, Ren Wei

“…The least absolute shrinkage and selection operator （LASSO） regression was used to screen the risk factors for joint endpoint events in patients with proliferative IgA nephropathy. …”
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Spatial Pattern Analysis of Dating Status as a Risk Factor on Adolescent Sexual Activity in Surabaya, Indonesia by Eny Qurniyawati, Zida Husnina, Jayanti Dian Eka Sari, Asma Azzahra, Izzah Nur Shabrina

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Economic Growth Stimulant in Nigeria: Components and Combined Analysis by Francis E. Andem, Weniebi Zibigha, Francis I Ogosi

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Risk factor analysis of baby blues symptomsin postpartum women with a history of complications during childbirth by Roslin EM Sormin, Yosefa Sarlince Atok, Brigita Dina Manek, Damita Palalangan, Isna Yuswella Babis

“…</em></p><p><strong><em>Results</em></strong><strong><em>: </em></strong><em>Data analysis used was univariate analysis with frequency distribution table, bivariate analysis with simplelogistic regression, multivariate analysis with multiple logistic regression. …”
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Factors Determining Trade Credit Dynamics During Crisis: Panel Data Analysis for Macedonian Firms by F. Deari, V. V. Lakshina

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Predicting relapse after achieving a functional cure for chronic hepatitis B (CHB) using baseline HBsAg and end-of-treatment HBsAb levels by Lianxiu Han, Zilong Wang, Luyang Kang, Xiaoling Cui, Yi Li, Huafa Yin, Yufeng Gao, Jiabin Li

“…Multivariate logistic regression analysis revealed that a baseline serum HBsAg concentration ≥ 100 IU/mL was a risk factor for recurrence, and an EOT serum HBsAb concentration ≥ 500 mIU/mL was a protective factor for recurrence. …”
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Analysis of influencing factors and nursing strategies for enteral nutrition patients complicated with refeeding syndrome in ICU by Dongmei Yan, Jian Wang

“…The enteral nutrition-related indexes of two groups such as gastrointestinal decompression before feeding, diuretic application before feeding, and parenteral nutrition were compared. The risk factors of RS in ICU enteral nutrition patients were analyzed by multivariate logistic regression. …”
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Analysis of risk factors and application of risk management strategies in hemodialysis patients complicated with heart failure by Guiren Hou, Sai Chen

“…Risk factors were analyzed using univariate and multivariate logistic regression. …”
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Detection and risk factor analysis of avian colibacillosis associated with colistin-resistant Escherichia coli and Klebsiella pneumoniae by Muhammad Adnan Saeed, Haseeb Asif, Syed Ehtisham-ul-Haque, Aman Ullah Khan, Aziz ur Rehman, Aiman Rehman, Muhammad Kamran Rafique, Ishtiaq Ahmed, Muhammad Fiaz Qamar, Herbert Tomaso, Hosny El-Adawy

“…This study aimed to determine the prevalence, molecular detection, analyze the antibiogram and identify associated risk factors for colistin-resistant E. coli and Klebsiella pneumoniae isolated from broiler chicken in three districts of Punjab province, Pakistan. …”
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Study on the Influence of Inertial Force on the Performance of Aerostatic Thrust Bearings by Shuo Jia, Chenhui Jia, Yanhui Lu

“…Finally, in the multi-factor analysis, the sample regression equation of relative error of bearing capacity and relative error of restoring torque is established by using the multiple regression analysis method. …”
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Analysis of risk factors related to thyroid function abnormality caused by programmed death-1 inhibitors by Lihong WANG, Huiyang SONG, Shufei ZANG, ling YE, Xuefei DANG

“…Univariate and multivariate logistic regression analyses were performed to identify related factors for TFA development. …”
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Comparison of calcium-phosphorus metabolism between peritoneal dialysis and hemodialysis patients and analysis of influencing factors by CHENG Li, MIN Yong-long, WAN Sheng, HE Da, CHEN Fang, ZHANG Yan-min, XIONG Fei

“…Objective To compare the effects of peritoneal dialysis（PD）and hemodialysis（HD）on calcium-phosphorous metabolism in uremic patients,and to analyze the related influencing factors so as to provide basis and improvement measures for the clinical treatment.Methods The clinical data of PD and HD patients undergoing maintenance PD and HD in our hospital from October 1^st,2018 to October 1^st,2019 were collected and analyzed retrospectively.The serum calcium,phosphorus and intact parathyroid hormone were collected and compared between the patients with PD and HD at 0,3,6 and 12 months of dialysis.Multivariate linear regression was used to analyze the related influencing factors of calcium-phosphorus metabolism abnormality.Results（1）The levels of serum phosphorus at 3（t=-4.044,P<0.001）,6（t=-5.886,P<0.001）and 12（t=-7.808,P<0.001）months of dialysis in the HD group were all higher than those in the PD group.The levels of serum calcium at 6（t=6.521,P<0.001）and 12（t=6.841,P<0.001）moths of dialysis were lower than those in the PD group,and the level of calcium-phosphorus product at 12 months（t=-2.080,P=0.038）was higher than that in the PD group.（2）.After 12 months of dialysis,the compliance rates of serum phosphorus(χ²=4.329,P=0.037),serum calcium(χ²=5.587,P=0.018)and calcium-phosphorus product(χ²=5.750,P=0.016)in the PD group were significantly higher than those in the HD group.（3）The multivariate linear regression analysis of the factors that may influence the calcium-phosphorous metabolism in dialysis patients showed that the dialysis modality（B=-0.287,P=0.005）,age（B=-0.010,P=0.005）,dialysis duration（B=-0.010,P=0.027）,and sodium（Na）（B=-0.026,P=0.033）were the independent influencing factors of the level of serum phosphorus,with negative correlation.Conclusions Compared with HD,the levels of serum phosphorus and calcium can be controlled better by PD.Low age,low dialysis age and low sodium were independent influencing factors of increase blood phosphorus level.…”
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Socio-demographic characteristics associated with SF-6D v2 utility scores in patients undergoing dialysis in China: contributions of the quantile regression by Ye Zhang, Li Yang, Zeyuan Chen

“…Conclusion Quantile regression offers a valuable complement in analyzing factors associated with utility scores among Chinese dialysis patients. …”
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Comparison of the quality of logistic regression models and a classification tree in predicting hospital mortality in elderly patients with non-ST-elevation myocardial infarction by K. G. Pereverzeva, S. S. Yakushin, N. N. Peregudova, M. V. Mishutina

“…Based on the construction of a binary logistic regression, it was found that the factors increasing hospital mortality were cardiogenic shock (CS): odds ratio (OR) 47.55; 4.00-589.16; p=0.002; new-onset atrial fibrillation: OR 6.45; 1.39-30.42; p=0.018; and the number of points on the GRACE scale: for each increase by 1 point: OR 1.03; 1,00-1,05; p=0.046. …”
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Analysis of influencing factors and construct a prediction model for postoperative intestinal obstruction of colorectal cancer by Wang Zhen, Chen Linyun, Wang Lin, He Hongqin, Mou Kaidong, Liu Feng

“…General information, perioperative related indicators, and levels of C-reactive protein (CRP), procalcitonin (PCT), and interleukin-6 (IL6) before surgery, on the day of surgery, the 3rd day and the 5th day after surgery were compared between the two groups. LASSO regression analysis was used to screen variables for intestinal obstruction after colorectal cancer surgery, and multivariate Logistic regression analysis was used to investigate the independent risk factors for intestinal obstruction after colorectal cancer surgery. …”
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Analysis of Risk Factors for Meningeal Metastasis in Patients 
with Lung Adenocarcinoma Following Non-surgical Interventions by Yi YUE, Yuqing REN, Jianlong LIN, Chunya LU, Nan JIANG, Yanping SU, Jing LI, Yibo WANG, Sihui WANG, Junkai FU, Mengrui KONG, Guojun ZHANG

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An analysis of risk factors for mortality in patients with bloodstream infections caused by carbapenem-resistant Klebsiella pneumoniae by ZHU Qiuli, GENG Miaomiao, WEI Ju, SHEN Yun, HU Dan, CHEN Chunxia, CHEN Haiwei, SUN Zhe

“…Patients who survived within 30 days after CRKP-BSI were classified into the survival group, while those who died within 30 days were classified into the death group. Independent risk factors for 30-day mortality in patients with CRKP-BSI were analyzed using univariate and multivariate Cox regression analysis.ResultsA total of 71 hospitalized patients with CRKP-BSI, comprising 51 males and 20 females, with an average age of (65.12±18.25) years, were included during the study period. …”
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