Prevalence of Diarrhea Disease and Associated Factors Among Children Under 5 Years in Geshiyaro Project Implementation Sites in Ethiopia: A Cross‐Sectional Study by Zinabu Assefa Alemu, Aderajew Mekonnen Girmay, Kirubel Tesfaye Teklu, Ermias Alemayehu Adugna, Melaku Gizaw Serte, Tsigereda Assefa Alemayehu, Badasa Wagari Likasa, Benjamin Collyer, Zelalem Mehari, Mihretab Salasibew, Getachew Tollera, Masresha Tessema

“…Descriptive and multivariate logistic regression analysis was performed using STATA version 16. …”
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Depression as a risk factor for osteoporosis independent of sarcopenia in hemodialysis patients: findings from a multicenter cross-sectional study by Xiaohua Hu, Xianwu Ye, Haimin Chen, Bibo Wu, Qi Guo, Chen Yu, Wei Ding, Jianying Niu, Junli Zhao, Hualin Qi, Suhua Zhang, Cheng Xue, Liming Zhang

“…The prevalence of sarcopenia and depression was 18.9% and 42.1%, respectively. Logistic regression analysis showed that SMI was significantly associated with a decreased risk of osteoporosis (OR = 0.638, 95% CI = 0.494–0.823, P = 0.001), while HGS was not(OR = 0.990, 95% CI = 0.963–1.017, P = 0.449). …”
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Headache after pediatric traumatic brain injury: a comparison between a post-acute sample of children and adolescents and general population by Marina Zeldovich, Leonie Krol, Katrin Cunitz, Christian Auer, Daniel Pinggera, Victoria Schön, Philipp Geiger, Joachim Suss, Inga K. Koerte, Emilie Isager Howe, Nada Andelic, Anna Buchheim, Matthias Gondan, Nicole von Steinbüchel

“…The Postconcussion Symptom Inventory (PCSI) item assessing headache was used as the outcome variable. Logistic regression was used to examine the association between the risk of developing headache and sociodemographic and health-related factors. …”
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ZINQ-L: a zero-inflated quantile approach for differential abundance analysis of longitudinal microbiome data by Shuai Li, Runzhe Li, John R. Lee, John R. Lee, Ni Zhao, Wodan Ling

“…A mixed-effects quantile rank-score-based test was proposed for hypothesis testing, which consists of a test in mixed-effects logistic model for the presence-absence status of the investigated taxon, and a series of mixed-effects quantile rank-score tests adjusted for zero inflation given its presence. …”
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Chitosan-covered tamponade for the treatment of postpartum hemorrhage: a registry-based cohort study assessing outcomes and risk factors for treatment failure by Clara Leichtle, Annette Aigner, Carolin Biele, Paulina Hermann, Teresa Dangli, Charlotte Waldner, Thorsten Braun, Wolfgang Henrich, Anna Maria Dückelmann

“…Medical records were reviewed and binary logistic regressions used to evaluate delivery mode, placenta previa, and placenta accreta spectrum as potential risk factors for CT treatment failure. …”
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Mammography Among Women Residing in Urban Versus Rural Utah: Breast Cancer Survival by Quinn Tanner, Chun‐Pin Chang, Karen Curtin, James VanDerslice, Lisa Gren, Vikrant Deshmukh, Michael Newman, Ankita Date, Mark Dodson, N. Lynn Henry, Mia Hashibe

“…Mammography screening status was identified by Current Procedural Terminology (CPT) codes. Logistic regression was used to assess the odds of breast cancer diagnosis. …”
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Denervation as a Common Mechanism Underlying Different Pulmonary Vein Isolation Strategies for Paroxysmal Atrial Fibrillation: Evidenced by Heart Rate Variability after Ablation by Kejing Wang, Dong Chang, Zhenliang Chu, Yanzong Yang, Lianjun Gao, Shulong Zhang, Yunlong Xia, Yingxue Dong, Xiaomeng Yin, Peixin Cong, Jingjing Jia

“…Attenuation of SDNN and rMSSD remained for 12 months in SPVI-S and CPVI-S subgroups, whereas it recovered earlier in SPVI-R and CPVI-R subgroups. Multivariate logistic regression analysis identified SDNN as the only predictor of long-term success. …”
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Trends to shorter diagnostic delay in spondyloarthritis patients during the last decades and association with clinical presentation: data from ASAS-COMOSPA study by Robert Landewé, Désirée van der Heijde, Filip van den Bosch, Maxime Dougados, Anna Molto, Stefan Siebert, Juergen Braun, Yuko Kaneko, Adeline Ruyssen-Witrand, Martin Soubrier, Atsuo Taniguchi, Masato Okada, Alain Cantagrel, Shigeto Kobayashi, Jon Packham, Philippe Goupille, Rene-Marc Flipo, Alain Saraux, Philippe Gaudin, Roberto Caporali, Raj Sengupta, James Cheng-Chung Wei, Tetsuya Tomita, Fernando Pimentel-Santos, Alberto Ortiz, Gaëlle Varkas, Alejandro Martínez, Shigeyoshi Tsuji, Alejandro Alvarellos, José Maldonado-Cocco, Yoshinori Taniguchi, Fadoua Allali, Raquel Almodovar González, Elena Alonso Blanco-Morales, Maria Aparicio Espinar, Pamir Atagunduz, Pauline Bakker, Leila Benbrahim, Bahia Benchekroun, Alberto Berman, Pedro Carvalho, Gustavo Casado, Francisco Colombres, Eugenio del Miguel Mendieta, Vanesa Duarte, Cristina Fernandez Carballido, Manuel Fernandez-Prada, Pilar Font Ugalde, Dolors Grados Cánovas, Jordi Gratacós Masmitjá, Vittorio Grosso, Naomi Ichikawa, Hisashi Inoue, Taku Kawasaki, Manjari Lahiri, Hernán Maldonado-Ficco, Kazuo Matsui, Ramón Mazzuchelli Esteban, Corinne Micelli, Chisun Min, Mitsuhiro Morita, Juan Mulero Mendoza, Gisela Pendón, Dora Pereira, Hanan Rkain, Oscar Rillo, Carlos Rodriguez Lozano, Adrián Salas, Carlos Salinas-Ramos, Amelia Santosa, Caroline Spiegel, Carmen Stolwijk, Kurisu Tada, Naoho Takizawa, Chung Tei Chou, Lay-Keng Teoh, Wen-Chan Tsai, Olga Tsyplenkova, Kiana Vakil-Gilani, Rafael Valle-Oñate, Virginia Villaverde, Ai Yap, Pedro Zarco Montejo, Juan C Barreira, Juan D Diaz-Garcia, Michel De Bandt, Astrid van Tubergen, Rodolfo Pérez-Alamino, T Marhadour, Christian Waimann, Mari CruzFernandez Espartero, Jose Raul NogueraPons, José A PereiradaSilva

“…Better disease knowledge and more accessibility to new image technology could have a positive impact on time to diagnosis.Objectives The objectives are (1) to evaluate trends in time to diagnosis in SpA patients during the last decades and (2) to determine the association between clinical presentation and diagnostic delay.Methods Cross-sectional, retrospective international study, including 3984 patients with SpA diagnosis.Statistical analysis Delay in diagnosis was calculated and patients were stratified according to decade of disease onset and initial clinical presentation. Multivariate logistic model, using an early diagnosis (≤2 years) as dependent variable was used. …”
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Gastrointestinal symptoms and bowel habits in 53 046 healthy Danish blood donors: a nationwide cross-sectional study by Christian Erikstrup, Ole Birger Pedersen, Henrik Hjalgrim, Erik Sørensen, Jens Frederik Dahlerup, Klaus Rostgaard, Mikkel Steen Petersen, Sisse Rye Ostrowski, Susan Mikkelsen, Khoa Manh Dinh, Thorsten Brodersen, Janna Nissen, Anne Karmisholt Grosen, Jens Kjærgaard Boldsen, Simon Mark Dahl Baunwall, Mie Topholm Bruun, Bitten Aagaard, Christina Mikkelsen, Christian Lodberg Hvas

“…We used a data-driven approach to explore symptom phenotypes and investigated associated factors by multinomial logistic regression.Results Among the 53 046 participants (52% women), 68% (95% CI 67.5% to 68.3%) reported at least one of 13 gastrointestinal symptoms. …”
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Steroids In caRdiac Surgery (SIRS) trial: acute kidney injury substudy protocol of an international randomised controlled trial by Michael Walsh, Salim Yusuf, Chirag Parikh, Jessica Vincent, P J Devereaux, Francois Lamontagne, Matthew T V Chan, Richard Whitlock, Meaghan Cuerden, Amit X Garg, Andre Lamy, Daniel I Sessler, Kevin Teoh, Ainslie Hildebrand, Yunxia Zuo, Pallav Shah, Seyed Hesameddin Abbasi, Mackenzie Quantz, Jean-Pierre Yared, Nicolas Noiseux, Georgios Tagarakis, Antoine Rochon, Janice Pogue, Abbas Salehiomran

“…The authors will use a logistic regression to estimate the adjusted OR of methylprednisolone versus placebo on the primary outcome of AKI in the 14 days following surgery (a postoperative increase in serum creatinine of ≥50%, or ≥26.5 μmol/L, from the preoperative value). …”
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Association between non-insulin-based insulin resistance surrogate makers and Helicobacter pylori infection: a population-based study by Jiayu Qiu, Yueming Yu, Dingwei Liu, Sihai Chen, Youhua Wang, Jianxiang Peng, Jinliang Xie, Chengyun Wu, Feng Zhou, Hui Fang, Qirui Lai, Yong Xie

“…The associations between three IR surrogate markers and H. pylori infection were respectively investigated using logistic regression model, restricted cubic spline (RCS) curve and subgroup analysis. …”
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Association Between Nontraditional Lipid Profiles and the Risk of Type 2 Diabetes Mellitus in Chinese Adults With Hypertension: Findings From the China Hypertension Registry Study by Yu Tao, Tao Wang, Wei Zhou, Lingjuan Zhu, Chao Yu, Juxiang Li, Huihui Bao, Xiaoshu Cheng

“…The current investigation encompassed 13 728 participants with hypertension from the China Hypertension Registry Study. Logistic regression analysis and smooth curve fitting were employed to evaluate the association between nontraditional lipid profiles and T2DM. …”
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Risk of angioedema and thrombolytic therapy among stroke patients: An analysis of data from the FDA Adverse Event Reporting System database by Hunong Xiang, Yu Ma, Xiaochao Luo, Jian Guo, Minghong Yao, Yanmei Liu, Ke Deng, Xin Sun, Ling Li

“…Risk factors for angioedema were explored using stepwise logistic regression. A total of 17,776 stroke patients were included, with 2973 receiving alteplase and 278 receiving tenecteplase. …”
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Risk factors for multidrug resistance in pulmonary tuberculosis patients with diabetes mellitus by Lianpeng Wu, Lianpeng Wu, Na Chen, Na Chen, Dandan Xia, Dandan Xia, Xiangao Jiang, Xiangao Jiang

“…Data on demographics, clinical symptoms, laboratory tests, and treatment history were collected. Multivariate logistic regression analysis was used to identify independent risk factors for MDR, and receiver operating characteristic (ROC) curves were constructed to evaluate the predictive value of these factors.ResultsA total of 318 patients were analyzed, with 253 in the non-MDR group and 65 in the MDR group. …”
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RADAR-AD: assessment of multiple remote monitoring technologies for early detection of Alzheimer’s disease by Manuel Lentzen, Srinivasan Vairavan, Marijn Muurling, Vasilis Alepopoulos, Alankar Atreya, Merce Boada, Casper de Boer, Pauline Conde, Jelena Curcic, Giovanni Frisoni, Samantha Galluzzi, Martha Therese Gjestsen, Mara Gkioka, Margarita Grammatikopoulou, Lucrezia Hausner, Chris Hinds, Ioulietta Lazarou, Alexandre de Mendonça, Spiros Nikolopoulos, Dorota Religa, Gaetano Scebba, Pieter Jelle Visser, Gayle Wittenberg, Vaibhav A. Narayan, Neva Coello, Anna-Katharine Brem, Dag Aarsland, Holger Fröhlich, on behalf of RADAR-AD

“…Additionally, we employed four machine learning classifiers – Logistic Regression, Decision Tree, Random Forest, and XGBoost – using a nested cross-validation approach to assess the discriminatory capabilities of the RMTs. …”
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PBMCs gene expression predicts liver fibrosis regression after successful HCV therapy in HIV/HCV-coinfected patients by Ana Virseda-Berdices, Ana Virseda-Berdices, Óscar Brochado-Kith, Óscar Brochado-Kith, Juan Berenguer, Juan Berenguer, Juan Berenguer, Juan González-García, Juan González-García, Juan González-García, Leire Pérez-Latorre, Leire Pérez-Latorre, Leire Pérez-Latorre, Carmen Busca, Carmen Busca, Carmen Busca, Cristina Díez, Cristina Díez, Cristina Díez, Rafael Micán, Rafael Micán, Rafael Micán, Amanda Fernández-Rodríguez, Amanda Fernández-Rodríguez, María Ángeles Jiménez-Sousa, María Ángeles Jiménez-Sousa, Salvador Resino, Salvador Resino

“…Two SDE genes achieved excellent discrimination ability: NCAPG had an AUROC of 0.908, NHLRC1 of 0.879, and a logistic regression model with these two genes of 0.955.ConclusionA pre-treatment gene expression signature in PBMCs was associated with liver fibrosis regression (LSMred>50%) after achieving HCV clearing with HCV therapy in HIV/HCV-coinfected patients, where two SDE genes (NCAPG and NHLRC1) showed the greatest predictive capacity, which could be used as a noninvasive marker of liver fibrosis regression.…”
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Distinct clinical outcomes based on multiple serum cytokine and chemokine profiles rather than autoantibody profiles and ultrasound findings in rheumatoid arthritis: a prospective... by Yukitaka Ueki, Tom W J Huizinga, René E M Toes, Shoichi Fukui, Tomoki Origuchi, Takahiro Maeda, Atsushi Kawakami, Tomohiro Koga, Naoki Matsuoka, Toshihiko Hidaka, Naoki Iwamoto, Mami Tamai, Shin-ya Kawashiri, Akitomo Okada, Ayako Nishino, Tamami Yoshitama, Takahisa Suzuki, Toshimasa Shimizu, Shimpei Morimoto, Tomomi Tsuru, Karin A J van Schie, Masahiro Ayano, Remi Sumiyoshi, Yushiro Endo, Tohru Michitsuji, Kaori Furukawa, Masataka Umeda, Nobutaka Eiraku, Hiroaki Hamada

“…The least absolute shrinkage and selection operator regression of 38 cytokines and chemokines for Clinical Disease Activity Index (CDAI) remission at 12 months resulted in the selection of MIP-1β. Logistic regression using baseline levels of anti-citrullinated protein antibody, IgM-anti-CCP2 positivity, the CDAI, the total power Doppler score, the cluster by cytokines and chemokines, MIP-1β, methotrexate dose and mechanisms of action revealed that cluster by cytokines and chemokines was the sole significant factor for CDAI remission at 12 months.Conclusions Specific patterns of cytokines and chemokines—no other clinical factors and autoantibody profiles—were important to distinguish patients with RA achieving remission at 12 months.Trial registration number UMIN000012524.…”
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Noninvasive imaging biomarker reveals invisible microscopic variation in acute ischaemic stroke (≤ 24 h): a multicentre retrospective study by Kui Sun, Rongchao Shi, Xinxin Yu, Ying Wang, Wei Zhang, Xiaoxia Yang, Mei Zhang, Jian Wang, Shu Jiang, Haiou Li, Bing Kang, Tong Li, Shuying Zhao, Yu Ai, Jianfeng Qiu, Haiyan Wang, Ximing Wang

“…Multiple ML models (random forest, RF; support vector machine, SVM; logistic regression, LR; multilayer perceptron, MLP) were used to discriminate microscopic AIS and non-AIS. …”
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Management Outcomes of Variceal Bleeding in Northern Tanzania: Insights From a Single‐Center Retrospective Analysis by Eliada B. Nziku, Elifuraha W. Mkwizu, Abid M. Sadiq, Fuad H. Said, Doreen T. Eliah, Ibrahim Ali Ibrahim Muhina, Tumaini E. Mirai, Furaha S. Lyamuya, Nyasatu G. Chamba, Elichilia R. Shao, Kajiru G. Kilonzo, Sarah J. Urasa

“…Statistical analysis was done using a chi‐square test. Multivariable logistic regression was used to determine factors associated with rebleeding and mortality. …”
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Effect of Prehospital Epinephrine on Outcomes of Out-of-Hospital Cardiac Arrest: A Bayesian Network Approach by Joonghee Kim, Yu Jin Kim, Sangsoo Han, Han Joo Choi, Hyungjun Moon, Giwoon Kim

“…The effect of epinephrine and SALS program was modelled based on the structure using extended Cox-regression and logistic regression, respectively. Results. Among 4324 patients, SALS was applied to 2351 (54.4%) and epinephrine was administered in 1644 (38.0%). …”
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