Association between C-reactive protein and chronic pain in US adults: A nationwide cross-sectional study. by Chunsheng Huang, Qizhen Tong, Qiaoling Tong

“…Weighted univariate and multivariate logistic regression analyses were performed to examine the correlation between chronic pain and CRP levels. …”
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Integrating radiological and clinical data for clinically significant prostate cancer detection with machine learning techniques by Luis Mariano Esteban, Ángel Borque-Fernando, Maria Etelvina Escorihuela, Javier Esteban-Escaño, Jose María Abascal, Pol Servian, Juan Morote

“…When considering a sensitivity of 0.9, in the validation set, the XGBoost model outperforms others with a specificity of 0.640, followed closely by random forest (0.638), neural network (0.634), and logistic regression (0.620). In terms of clinical utility, for a 10% missclassification of CsPCa, XGBoost can avoid 41.77% of unnecessary biopsies, followed closely by random forest (41.67%) and neural networks (41.46%), while logistic regression has a lower rate of 40.62%. …”
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Development and validation of a recurrence risk prediction model for elderly schizophrenia patients by Biqi Zu, Chunying Pan, Ting Wang, Hongliang Huo, Wentao Li, Libin An, Juan Yin, Yulan Wu, Meiling Tang, Dandan Li, Xin Wu, Ziwei Xie

“…Variables were selected using Lasso-Logistic regression to construct the recurrence prediction model, with a nomogram plotted using the “RMS” package in R 4.3.3 software. …”
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Disparities in well-being outcomes among medical students: a comparative study between medical students with and without disability by Henry J. Seaborne, Lara Z. Chehab, Nikhil Rajapuram, Amanda Sammann

“…We retrospectively sorted participant data into cohorts based on disability status, then compared them using rates of well-being outcomes, logistic regression, and interaction analyses. We conducted logistic regression analyses to identify significant predictors of severe distress, burnout, and depression. …”
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Performances and determinants of proficiency testing in clinical laboratory services at comprehensive specialized hospitals, northwest Ethiopia by Negesse Cherie, Teshiwal Deress, Maereg Wolde, Bisrat Birke Teketelew, Mebratu Tamir, Abiy Ayele Angelo, Amare Mekuanint Terekegne, Elias Chane, Mesele Nigus, Dereje Mengesha Berta, Kasaw Adane

“…Epi Data Version 3.1 for data entry and STATA Version 14.1 for cleaning and analysis were used. Binary logistic regression analyses were used. Variables with p < 0.05 in the multivariable logistic regression were considered to be statistically significant. …”
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Evaluasi Kinerja MLLIB APACHE SPARK pada Klasifikasi Berita Palsu dalam Bahasa Indonesia by Antonius Angga Kurniawan, Metty Mustikasari

“…The classification algorithm applied was Naïve Bayes, Gradient-Boosted Tree, SVM and Logistic Regression. The four algorithms were chosen because of their proven ability to classify and several algorithms that are rarely used but have good abilities in terms of classification. …”
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An existence result for a semipositone problem with a sign changing weight by Jaffar Ali, R. Shivaji

“…In particular, our results apply to the diffusive logistic equation with a class of sign changing weight and constant yield harvesting. …”
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Machine learning and AI for advancing Parkinson's disease diagnosis: exploring promising applications by Shohreh Abdollahi, Ramin Safa

“…This study investigates the efficacy of three widely employed algorithms – Logistic Regression, Support Vector Machine, and Artificial Neural Network – in detecting Parkinson's disease using speech-related features. …”
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Flight Delay Classification Prediction Based on Stacking Algorithm by Jia Yi, Honghai Zhang, Hao Liu, Gang Zhong, Guiyi Li

“…There are five supervised machine learning algorithms in the first-level learner of Stacking including KNN, Random Forest, Logistic Regression, Decision Tree, and Gaussian Naive Bayes. …”
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Relationship between authentic leadership and job satisfaction among undergraduate nursing professors by Cezar Augusto da Silva Flores, André Almeida de Moura, José Luis Guedes dos Santos, Alexandre Pazetto Balsanelli, Carmen Silvia Gabriel, Andrea Bernardes

“…The information collected was analyzed using descriptive statistical techniques, Spearman’s correlation test, and binary logistic regression analysis, with a 5% significance level. …”
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Predicting Diameter Distributions in Mixed Forests in Southern Mexico by Juan Carlos Guzmán-Santiago, Héctor Manuel de los Santos-Posadas, Benedicto Vargas-Larreta, Martín Gómez-Cárdenas, Wenceslao Santiago-García, Adan Nava-Nava

“…Four probability density functions (Weibull 2P, Log-Normal, Log-Logistic, and Burr) were fitted by using maximum likelihood approach for different silvicultural treatments. …”
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Association of Myopia in Elementary School Students in Jiaojiang District, Taizhou City, China by Xin Lu, Congcong Guo, Bin Xu, Chenwei Hou, Xiaoming Huang, Hui Xu, Zhichun Weng

“…Each student was asked to fulfill the questionnaire about the possible factors associated with myopia. Multivariate logistic analyses of risk factors were conducted. Results. …”
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The Prevalence of Glaucoma and Its Related Factors in Rural Residents: A Cross-Sectional Study in Jiangxi, China by Xiaojun Zhou, Qin Zhu, Jinglin Yi, Jiajunni Li, Qi Li, Jie Kuang, Yuanan Lu, Rui Zhou, Jiayan Chen

“…A total of 5385 rural residents from 48 villages were collected for a questionnaire survey. A logistic regression model was used to explore the personal behavioral factors related to glaucoma. …”
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Relationship between Soft Skills and Academic Outcomes in Higher Education: Evidence from Undergraduate Management Students by Ashot G. Mirzoyan, Irina P. Suslova, Angelina V. Govorova

“…The analysis uses a multiple regression model, logistic regression, ordinal logistic regression and hierarchical clustering. …”
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A study on the determination of the factors affecting the happiness levels of older individuals during the COVID-19 pandemic in Turkish society. by Nurşen Çomaklı Duvar, Ahmet Kamil Kabakuş, Neslihan İyit, Ömer Alkan

“…The relationship between happiness levels and various factors was investigated using the chi-square independence test, and the factors affecting happiness were further analyzed through generalized ordered logistic regression. According to the generalized ordered logistic regression model, participants in the 60-64 age group are 10.1% less likely to report happiness compared to those aged 65 and older. …”
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An Improved Integral Method for Prediction of Distorted Inlet Flow Propagation in Axial Compressor by Eddie Yin-Kwee Ng, Ningyu Liu, Hong Ngiap Lim, Daniel Tan

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Analysis of Tensile Strength’s Influence on Limit Height and Active Earth Pressure of Slope Based on Ultimate Strain Method by Jianping Xin, Yingren Zheng, Yingxiang Wu, Abi Erdi

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From Determinism and Probability to Chaos: Chaotic Evolution towards Philosophy and Methodology of Chaotic Optimization by Yan Pei

“…We introduce four chaotic systems, that is, logistic map, tent map, Gaussian map, and Hénon map, in a well-designed chaotic evolution algorithm framework to implement several chaotic evolution (CE) algorithms. …”
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Truck-Lifting Prevention System Based on Vision Tracking for Container-Lifting Operation by Qingfeng Huang, Yage Huang, Zhiwei Zhang, Yujie Zhang, Weijian Mi, Chao Mi

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Prevalence and associated factors of parental refusal rates for routine immunisation: a cross-sectional study in Peshawar, Khyber Pakhtunkhwa, Pakistan-2024 by Muhammad Hakim, Farhad Ali, Zala, Aslam Pervaiz, Saima Afaq, Zia ul Haq

“…Chi-squared tests and multivariable logistic regression were used to identify factors associated with vaccine refusal. …”
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