Academic writing challenges and supports for early-stage Chinese postgraduates: A mixed-methods study on teaching-research integration, supervisor engagement, and self-efficacy. by HuanHuan Zhang, XiaoShu Xu, Vivian Ngan-Lin Lei, Wilson Cheong Hin Hong, Weng Jie

“…Using snowball sampling, 73 postgraduates were surveyed through questionnaires and reflective journals. Thematic analysis and linear regression were applied to analyze the data. …”
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Sarcopenic obesity is linked to worse clinical outcomes than sarcopenia or obesity alone in hospitalized older adults by Kamile Silay, Hande Selvi Oztorun

“…Associations with SO were analyzed using univariate and multivariate logistic regression. …”
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Predictors of 30-day mortality in major lower limb amputations: insights from a five-year retrospective study in a South Asian LMIC by Mohammad Zakriya, Zia Ur Rehman, Muhammad Anees, Hafsa Shaikh, Adnan Qadir Memon, Nadeem Ahmed Siddiqui, Fareed Shaikh

“…Predictive factors for 30-day mortality were assessed using Firth logistic regression. …”
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Do occupations affect the experience of prolonged labour pain? A national study of women in India by Koustuv Dalal, Sayantan Chakraborty, Shukla Mandal, Mikael Nordenmark, Bodil J. Landstad

“…Occupation, age, education, religion, and wealth index were analyzed as predictor variables using cross-tabulation, chi-square tests and multivariate logistic regression. …”
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Outcomes in gestational and non-gestational choriocarcinoma: A retrospective cohort study with nomograms and web tools by Sakhr Alshwayyat, Mahmoud Bashar Abu Al Hawa, Karam Maraqa, Tala Abdulsalam Alshwayyat, Mustafa Alshwayyat, Hamdah Hanifa, Tala Alsaghir

“…Kaplan-Meier curves, log-rank tests, and Cox proportional hazard regression were used to assess overall survival and cancer-specific survival and to determine risk factors. …”
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Evaluating the Characteristics and Outcomes of Acute Pharmaceutical Exposure in Children: 5-Year Retrospective Study by Zhu Yan Duan, Yan Ning Qu, Rui Tang, Jun Ting Liu, Hui Wang, Meng Yi Sheng, Liang Liang Wang, Shuang Liu, Jiao Li, Lin Ying Guo, Si Zheng

“…We compared different exposure events and conducted logistic regression analysis to identify risk factors for hospitalization. …”
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Elucidating the Clinical Outcomes of Very Young (<30 Years) Asian Indians Presenting with ST-elevation Myocardial Infarction – The ETUDES Study by Kamal Sharma, Amit Soni, Rujuta Parikh, Iva Patel, Ravi Dabhi, Abhrajyoti Biswas, Tarang Shah, Nirmal Shah, Pankaj Singh, Maulik Kalyani, Khamir Banker

“…Clinical and angiographic profiles were compared with age-matched normal coronaries patients (control group B, n = 42) and patients with STEMI >30 years of age (control group C, n = 300) and analyzed for conventional, unconventional risk factors and 3-point (Repeat myocardial infarction [Re-MI], stroke, and mortality) and 4-point MACE (Re-MI, stroke, HFH, and mortality). …”
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The moderating role of walking in the association between HDL cholesterol and cognitive function among Korean older adults: a nationwide population-based cross-sectional study by Kyuyoung Cho, Kyuyoung Cho, Hye Won Chai, Hye Won Chai, Min Kyoung Park

“…We conducted a subgroup analysis to explore whether the interaction of these factors differs depending on older adults’ history of chronic conditions.MethodsThis study used cross-sectional Korean National Health Insurance Service data from 2009 that included a sample of older adults who remained qualified for health insurance and medical aid (n = 20,162). …”
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Nutritional and Inflammatory Indicators Aid in Differentiating Benign from Malignant Ovarian Neoplasms: Development and Validation of a Nomogram by Zixuan Song, Xiaoxue Wang, Yuting Wang, Xueting Chen, Dandan Zhang

“…Univariate and multivariate logistic regression analyses were conducted to identify significant clinical and imaging risk factors, along with NPS, SIS, and COUNT. …”
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Dynamic nomogram for predicting long-term survival in patients with brain abscess by Thara Tunthanathip, Rakkrit Duangsoithong, Waranyu Kittirojkasem, Akira Pongweat, Rattiyaphon Khongthep, Benchamat Sutchai, Assama Tohyunuh

“…Demographic, clinical, laboratory, and imaging finding were analyzed. Cox regression was used to identify independent prognostic factors. …”
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A cross-sectional study of age-related changes in the position of upper and lower lips relative to the esthetic plane by Xiaoqi Zhang, Waseem AI-Gumaei, Lu Xing, Xiaoqian Zhang, Minqi Li, Hu Long, Wenli Lai

“…Statistical methods, including Restricted Cubic Splines (RCS), multivariate regression, interaction analysis, and mediation analysis, were employed to identify age-related changes and their interactions. …”
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Adrenocortical carcinoma survival gene HMMR was identified as being targeted by fluorouracil and epirubicin using a gene coexpression network-based drug repositioning strategy by Zahra Jafari, Seyed-Morteza Javadirad, Seyede Elmira Yazdi Rouholamini

“…Network analysis identified transcription factors that regulate hub genes. …”
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The Growth of Plankton Model with Toxin———From the Perspective of Heterosigma Akashiwo by YANG Hong, LI Chengyu

“…In order to study the growth of phytoplankton in a toxic plankton model，we first take take the harmful algal bloom species，Heterosigma akashiwo，as an example and establish a multiple regression model between its growth rate and three influencing factors: temperature ，salinity ，and light intensity based on relevant literature data. …”
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Outcomes within 100 days of hematopoietic cell transplantation in pediatric patients: insights from an intensive care unit in Colombia by Rubén E. Lasso-Palomino, Rubén E. Lasso-Palomino, Diego Medina, Diego Medina, Alexis Antonio Franco, Alexis Antonio Franco, María José Soto-Aparicio, Eliana Manzi Tarapues, Eliana Manzi Tarapues, Diana Marcela Muñoz, Edgar Salazar, Jhon López, Angela Devia, Sofía Martínez-Betancur, Jimena Sierra, Anita V. Arias, Inés Elvira Gómez, Inés Elvira Gómez

“…A Kaplan Meier survival curve was performed considering the days from HCT to death during PICU admission and a Cox regression analysis was conducted to analyze the association between PRISM III score and risk of death. …”
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Modeling the Relationship between Financial Stability and Banking Risks: Artificial Intelligence Approach by Hakeem Faraj Gumar, Parviz Piri, Mehdi Heydari

“…A wide range of artificial neural network approaches and machine learning algorithms have been used for data analysis. These methods include artificial neural network, deep neural network, convolutional neural network, recurrent neural network, self-organizing neural network, gradient boosting, random forest, decision tree, spatial clustering, k-means algorithm, k-nearest neighbor, support vector regression and support vector machine. …”
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Integrating radial growth response of Himalayan cedar to climate change in the mountainous region of Shogran Valley, Pakistan by Zargham KHAN, Sohaib MUHAMMAD, Muhammad TAYYAB, Hassan NAWAZ, Amir ALI, Muhammad JAWAD TARIQ KHAN, Tahira KHALID, Muhammad BILAL, Muhammad HASNAIN

“…Based on earlywood, latewood and total ring widths, chronologies were developed, analyzed and correlated with climate factors using standard dendrochronological software. …”
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Serum expression of ESM-1 and Syndecan-1 and its relationship with disease severity in children with Mycoplasma pneumoniae pneumonia by Yanjuan Yu, Yanyan Su, Xiuhong Jin, Xiangfeng Zhang, Yeran Yang, Yuelin Shen

“…The correlation between ESM-1 and Syndecan-1 levels with inflammatory markers and coagulation markers was analyzed. Multivariate logistic regression analysis was conducted to identify significant risk factors for Severe Mycoplasma pneumoniae pneumonia (SMPP). …”
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Multi-omics approach reveals the impact of prognosis model-related genes on the tumor microenvironment in medulloblastoma by Dongming Han, Dongming Han, Xuan Chen, Xuan Chen, Xin Jin, Jiankang Li, Dongyang Wang, Dongyang Wang, Ziwei Wang

“…This study aimed to develop a TME-associated risk score(TMErisk) model using RNA sequencing data to predict patient outcomes and elucidate biological mechanisms.MethodsRNA sequencing data from 322 Tiantan and 763 GSE85217 MB samples were analyzed. Key gene modules related to immune and stromal components were identified using Weighted Gene Co-expression Network Analysis (WGCNA). …”
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Pyroptosis-Mediator GSDMD in Plasma: A Potent Biomarker Lung Cancer Diagnosis and Prognosis Assessment by Liu X, Yu F, Ding N, Wei C, Cui Y, Huo L

“…Multivariate logistic regression analysis indicated that serum GSDMD, CEA, SCC, HE4, and IL - 6 were independent risk factors for lung cancer. …”
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Predicting Drug Resistance: The Use of Novel Inflammatory Markers in Identifying ESBL-Producing Klebsiella pneumoniae by Ma X, Yuan J, Tang L, Chen X, Zhou Y, Wang N, Sun H

“…The patients were divided into ESBL-producing and non-ESBL-producing groups based on the presence of ESBLs. Logistic regression analysis was used to analyze the risk factors associated with ESBL-producing K. pneumoniae. …”
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