Search Results - data analysis: multiple logistic regression and index

Improving the Effectiveness of FDA Drug Inspection by Klimberg, Ronald, Revelle, Charles, Cohon, Jared

“… activities in which data are collected only intermittently, and a multiobjective integer program to assist FDA decision…”
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Association of atherogenic indices with C-reactive protein and risk factors to assess cardiovascular risk in rheumatoid arthritis patient at Tikur Anbessa Specialized Hospital, Addis Ababa by Dessie, Gashaw

“… Assessment of the association of atherogenic indices with C-reactive protein to evaluate CVD risk was one of the purposes of this study…”
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Care associated with stillbirth for the most disadvantaged women: A multi‐method study of care in England by Redshaw, Maggie, Henderson, Jane

“… These women were sent a survey 6‐9 months after the stillbirth. We undertook descriptive analysis of quantitative data and used binary logistic regression with the Index of Multiple Deprivation as a measure of disadvantage…”
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Diagnostic Value of Nutritional Risk Index and Other Indices for Predicting Sarcopenia in the Middle-Aged and Elderly Population of China Without Cancer: A ROC Curve Analysis by Zou, Jing-Feng, Li, Shao-Tian, Wang, Li-Ping, Zhou, Nian-Li, Ran, Jia-Jia, Yang, Xin, Tian, Chun-Hui, Liu, Yi-Ting, Liu, Yun, Peng, Wen

“… Multiple logistic regression analysis, ROC curve analysis, and the Youden index were utilized to assess the association between these markers and sarcopenia and determine the cutoff…”
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Association between carotid artery stenosis and peripheral artery disease: Evaluation by screening carotid ultrasonography (cross-sectional study) by Jung, Hyuk Jae, Lee, Sang Su, Kim, Hyun Yul, Park, Byung Soo, Kim, Dong il, Nam, Kyoung Jin, Roh, Ji Eun, Choo, Ki Seok

“…). Data were analyzed using multiple logistic regression analysis and the χ test.Among 231 PAD patients, multilevel lesions revealed significantly higher incidence…”
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Multiple logistic regression analysis of risk factors in elderly pneumonia patients: QTc interval prolongation as a prognostic factor by Taooka, Yasuyuki, Takezawa, Gen, Ohe, Miki, Sutani, Akihisa, Isobe, Takeshi

“… The pneumonia severity index, vital signs, blood chemistry data and ECG findings were retrospectively compared using multiple logistic regression…”
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Landslide susceptibility index based on the integration of logistic regression and weights of evidence: A case study in Popayan, Colombia by Goyes-Peñafiel, Paul, Hernandez-Rojas, Alejandra

“…). Principal Component Analysis (PCA) was used to avoid the effect of multicollinearity. Additionally, 3 proposals were developed using Logistic Regression (LR…”
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Nomogram to predict the risk of septic acute kidney injury in the first 24 h of admission: an analysis of intensive care unit data by Deng, Fuxing, Peng, Milin, Li, Jing, Chen, Yana, Zhang, Buyao, Zhao, Shuangping

“…), were identified for analysis. Data were analyzed using multiple logistic regression, and the performance of the proposed nomogram was evaluated based on Harrell's concordance index (C-index…”
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The association between body mass index class, sickness absence, and presenteeism by Janssens, Heidi, Clays, Els, Kittel, France, De Bacquer, Dirk, Casini, Annalisa, Braeckman, Lutgart

“… Sickness absence data were registered during 12 months' follow-up. Multiple logistic regression analysis was conducted…”
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Association between birth‐related factors and periodontitis in women: Korea National Health and Nutrition Examination Survey 2013–2018 by Kim, Na‐Yeong, Kim, Ji‐Eun, Choi, Choong‐Ho, Chung, Ki‐Ho

“… Multiple logistic regression analysis, adjusting for age, household income, education, alcohol consumption, smoking, stress, body mass index, waist circumference, hypertension, diabetes mellitus…”
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A multivariate logistic regression equation to screen for dysglycaemia: development and validation by Tabaei, B. P., Engelgau, M. M., Herman, W. H.

“…), impaired glucose tolerance (IGT) and undiagnosed diabetes]. Methods  A predictive equation was developed using multiple logistic regression analysis and data collected from 1032 Egyptian subjects with no history of diabetes…”
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The association between atrial fibrillation and stroke in patients with obstructive sleep apnea: A population-based case-control study by Mansukhani, Meghna Prabhdas, Calvin, Andrew Donald, Kolla, Bhanu Prakash, Brown, Robert D., Lipford, Melissa Curie, Somers, Virend Kristen, Caples, Sean Michael

“… Controls with no history of stroke were randomly chosen from the same database. Univariate and multiple logistic regression analyses were performed with age…”
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Sleep disturbances, work stress and work hours: A cross-sectional study by Åkerstedt, T, Knutsson, A, Westerholm, P, Theorell, T, Alfredsson, L, Kecklund, G

“… A factor analysis of eight items provided one main factor: “disturbed sleep.” The data were analyzed using a multiple logistic regression analysis against the index disturbed sleep as well as the separate items “not well rested…”
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Racial/Ethnic Differences in Cognitive Symptoms During the Menopausal Transition by Im, Eun-Ok, Hu, Yun, Cheng, Ching-Yu, Ko, Young, Chee, Eunice, Chee, Wonshik

“… The data were analyzed using multiple logistic and Poisson regression analyses. There existed significant racial/ethnic differences in the total numbers and total severity scores of cognitive symptoms ( p < .01…”
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Epidemiology of Strongyloides stercoralis and Opisthorchis viverrini infections in northern and northeastern Thailand: Insights from urine-ELISA surveys by Wiraphongthongchai, Wansiri, Sithithaworn, Paiboon, Thinkhamrop, Kavin, Suwannatrai, Kulwadee, Kopolrat, Kulthida Y., Worasith, Chanika, Suwannatrai, Apiporn T.

“… This study aimed to evaluate the prevalence of these parasites and the risk factors for S. stercoralis and O. viverrini infections in northern and northeastern Thailand where relevant epidemiological data are scarce and outdated…”
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Effects of smoking on periodontal tissues by Ramón, José-María, Echeverría, José-Javier

“…Background/Aims: Most studies about the association between tobacco and periodontal disease have shown that tobacco negatively affects periodontal tissues,…”
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Socio-environmental factors associated with dental occlusion in adolescents by Frazão, Paulo, Capel Narvai, Paulo

“…-environmental, and clinical variables. Methods: Secondary data from a cross-sectional study, including 13,801 dental occlusion status records from a probabilistic sample randomly selected from public and private schools in 131 cities in the state…”
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The haemoglobin glycation index is associated with nonalcoholic fatty liver disease in healthy subjects by Yoo, Jee Hee, Kang, Yu Mi, Cho, Yun Kyung, Lee, Jiwoo, Jung, Chang Hee, Park, Joong‐Yeol, Ryu, Ohk‐Hyun, Kim, Hong‐Kyu, Lee, Woo Je

“… Multiple logistic regression analysis was performed to evaluate the association between HGI quartiles and the risk of NAFLD…”
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Ordered logistic models of influencing factors on crash injury severity of single and multiple-vehicle downgrade crashes: A case study in Wyoming by Rezapour, Mahdi, Moomen, Milhan, Ksaibati, Khaled

“…Introduction: The state of Wyoming, like other western United States, is characterized by mountainous terrain. Such terrain is well noted for its severe…”
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Modeling landslide susceptibility using data mining techniques of kernel logistic regression, fuzzy unordered rule induction algorithm, SysFor and random forest by Zhang, Tingyu, Fu, Quan, Li, Chao, Liu, Fangfang, Wang, Huanyuan, Han, Ling, Quevedo, Renata Pacheco, Chen, Tianqing, Lei, Na

“…This paper introduces four advanced intelligent algorithms, namely kernel logistic regression, fuzzy unordered rule induction algorithm, systematically developed forest of multiple decision trees and random forest (RF…”
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