Predicting Treatment Outcomes in Patients with Low Back Pain Using Gene Signature-Based Machine Learning Models by Youzhi Lian, Yinyu Shi, Haibin Shang, Hongsheng Zhan

“…Five-fold cross-validation was employed to ensure robust model evaluation and minimize overfitting. …”
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Exploring the Impact of Homophily Attitude, Physical, and Social Attractiveness on Purchase Intentions by Honya Ghasemi, Ramin Bashir Khodaparasti, Hooshmand Bagheri Garbollagh

“…MethodologyThis study employs a descriptive-correlational research design. …”
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A multicenter, cross‐sectional analysis to assess the safety and usage pattern of brivaracetam in the management of partial‐onset seizure with BAEs—BREEZE study: A post‐hoc analysi... by Arvind Sharma, Krishnaprasad Korukonda, Amit Haldar, Usha Kant Misra, R. V. Anand, Yakshdeep Dave, Girish Kulkarni

“…Descriptive and analytical statistics employed using SPSS version 29.0.1.0. Results Per protocol (PP) analysis included 8479 eligible patients from 1069 sites, gender; 5771 (68.06%) male and 2708 (31.94%) female with mean age 41.21 ± 12.74 years. …”
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Exploring the Prevalence and Components of Metabolic Syndrome in Sub-Saharan African Type 2 Diabetes Mellitus Patients: A Systematic Review and Meta-Analysis by Nelson Musilanga, Hussein Nasib, Given Jackson, Frank Shayo, Clarkson Nhanga, Saleh Girukwigomba, Ambokile Mwakibolwa, Samson Henry, Keneth Kijusya, Edgar Msonge

“…A random-effects model was employed to estimate the weighted pooled prevalence of metabolic syndrome in sub-Saharan Africa. …”
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Assessing the Impact of Distance Traveled and Birth Volumes of Hospital Maternity Units on Newborn Outcomes: Population-Based Cohort Study by Anna Cantarutti, Riccardo Boracchini, Roberto Bellù, Raffaella Ronco, Federico Rea, Anna Locatelli, Rinaldo Zanini, Giovanni Corrao

“…Given the hierarchical structure of our data (births nested within hospitals), we employed log-binomial regression models with random intercepts to estimate relative risks and 95% CIs for evaluating the association between HMU volumes (≥1500 births/year) and RTD (<5 km) with the risk of being transferred and/or death after birth (primary outcome). …”
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Knockdown of Gfi1 increases BMSCs exosomal miR-150-3p to inhibit osteoblast ferroptosis in steroid-induced osteonecrosis of the femoral head through BTRC/Nrf2 axis by Liwen Zheng, Changjie Zhang, Lele Liao, Zhijie Hai, Xin Luo, Haoliang Xiao

“…To verify the targeting relationship between growth factor independence 1 (Gfi1) and the miR-150-3p promoter, as well as between miR-150-3p and beta-transducin repeat containing E3 ubiquitin protein ligase (BTRC), respectively, chromatin immunoprecipitation (ChIP), RNA immunoprecipitation (RIP), and dual luciferase assays were employed. It was found that BMSCs-Exos-miR-150-3p mitigated DEX-triggered ferroptosis in osteoblasts. …”
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Conditional diffusion-generated super-resolution for myocardial perfusion MRI by Changyu Sun, Changyu Sun, Neha Goyal, Yu Wang, Darla L. Tharp, Senthil Kumar, Talissa A. Altes

“…The forward diffusion process introduces Gaussian noise incrementally, while the reverse process employs a U-Net architecture to progressively denoise the images, conditioned on the low-resolution input image.ResultsWe trained and validated the model on a retrospective dataset of dynamic contrast-enhanced (DCE) perfusion MRI, consisting of both stress and rest images from 47 patients with heart disease. …”
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Histopathology of liver, kidney, intestine, spleen, and bile of catfish with Jaundice by Farhan Asrido, Sri Nuryati, Widanarni Widanarni

“…This study aims to compare the histopathological structure of the liver, kidney, intestine, spleen, and bile of naturally jaundiced catfish and those injected with bacteria associated with jaundice. The study employed the observation method, using three variables: healthy catfish as a control (K), yellow catfish treated with Aeromonas spp. bacteria associated with jaundice (KP), and yellow catfish from the farm (KL). …”
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Clinical outcome analysis for surgical fixation versus conservative treatment on rib fractures: a systematic evaluation and meta-analysis by Penglong Zhao, Qiyue Ge, Haotian Zheng, Jing Luo, Xiaobin Song, Liwen Hu

“…The Cochrane Collaboration Risk of Bias 2 (RoB 2) and the Newcastle–Ottawa Scale (NOS) tool were employed to assess methodological quality, and relative risks (RR) with 95% confidence intervals (CI) were calculated to evaluate the outcome measures. …”
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Public Benefit and Public Interest – Two Sides of the Same Coin? by Tina Sever

“…Design/methodology/approach: The research is based on a content analysis research design, reviewing secondary literature sources. It employs qualitative methods by analysing the relevant theoretical points, rules, and constitutional case law in the Slovenian legal system, as well as selected European Court of Human Rights case law. …”
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Activation of ClO₂ by Nanoscale Zero-Valent Iron for Efficient Soil Polycyclic Aromatic Hydrocarbon Degradation: New Insight into the Relative Contribution of Fe(IV) and... by Xiaojun Hu, Xiaorong Xing, Fan Zhang, Bingzhi Li, Senlin Chen, Bo Wang, Jiaolong Qin, Jie Miao

“…Herein, the variation of iron species and ClO₂, the generated reactive oxygen species, and the toxicity of the degradation intermediates were explored and evaluated with nanoscale zero-valent iron (nFe⁰) being employed to activate ClO₂ for soil polycyclic aromatic hydrocarbon (PAH) removal. …”
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Phosphorus transitions driven by cyclone biparjoy linked middle east North Africa (MENA) and Indian Thar Desert dust storm pathways in Asia’s largest grassland by Rupak Dey, Seema B. Sharma, Mahesh G. Thakkar, Ranjit Kumar Sarangi, Abhiroop Chowdhury, Aliya Naz

“…To examine the long-range transport of dust-borne phosphorus and its subsequent deposition in the target grassland, we employed an interdisciplinary approach that integrated satellite imagery and ground-based measurements. …”
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Role of Psychological Distress in the Assessment of Chronic Illness Care and Self-Management Behaviors of Elderly Patients with T2DM Chronic Complications by Sun X, Wang X, Zhou R, Deng W, Jiang J, Shi Y

“…Chinese version of Problem Areas in Diabetes Scale (PAID-C), Patient Assessment of Chronic Illness Care (PACIC) and Diabetes Self-Management Behaviour for Older (DSMB-O) were employed. Student’s t-test, one-way ANOVA or the nonparametric analysis (Mann–Whitney U-test), Pearson correlation coefficient and structural equation model (SEM) were used to analyse the data.Results: A total of 264 participants (157 males [59.47%], with an average age of 71.07± 6.47 years) were included in the study; their duration of T2DM ranged from 5 to 30 years, with a mean duration of 11.19± 6.96 years. …”
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Does diabetes modify the triglyceride–glucose index associated with cardiovascular events and mortality? A meta-analysis of 50 cohorts involving 7,239,790 participants by Jun Zhang, Qiye Zhan, Zhihao Deng, Ling Lin, Zhaolan Feng, Huabin He, Deju Zhang, Huilei Zhao, Xiang Gu, Xiaoping Yin, Peng Yu, Xiao Liu

“…The random effects model was employed to pool the effect sizes. Results A total of 50 cohort studies (7,239,790 participants) were included. …”
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Drug utilization study of antiparkinsonian medication in Romania during 25 years by Camelia Bucsa, Denisa Bruhs, Anamaria Apan, Elena Francu, Cristina Mogosan, Irina Iaru

“…The autoregressive integrated moving average (ARIMA) model was employed to determine the statistical significance of the observed changes in the trends of antiparkinsonian drug use.ResultsThe utilization of antiparkinsonian medication increased considerably (6-folds) in Romania during the 25 years, from 1.03 DDD/TID in 1998 to 6.22 DDD/TID in 2022. …”
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Establishment and validation of predictive model of ARDS in critically ill patients by Senhao Wei, Hua Zhang, Hao Li, Chao Li, Ziyuan Shen, Yiyuan Yin, Zhukai Cong, Zhaojin Zeng, Qinggang Ge, Dongfeng Li, Xi Zhu

“…The derivation cohort, consisting of 400 patients admitted to the ICU of the Peking University Third Hospital(PUTH) between December 2020 and August 2023, was separated for training and internal validation, and an external data set of 160 patients at the FU YANG People's Hospital from August 2022 to August 2023 was employed for external validation. Least absolute shrinkage and selection operator (LASSO) and multivariate logistic regression were used to screen predictor variables. …”
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Preliminary study on the coconut crab (Birgus latro) rearing in captive pond by . Sulistiono, M.M. Kamal, Nurlisa A. Butet

“… Preliminary study on the coconut crab (Birgus latro) rearing was employed in captive pond at Citarate village, Lebak Regency (Banten) from May to December 2008.  …”
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Subchronic cyanuric acid treatment impairs spatial flexible behavior in female adolescent rats through depressing GluN2B-dependent neuronal and synaptic function by Wei Sun, Haiyang Yu, Xiaoliang Li, Yiwen Wan, Yazi Mei, Yang Yang, Lei An

“…Multiple behavioral tests were employed to assess spatial cognition, learning strategy, locomotion and motivation. …”
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Clinical and imaging features of co-existent pulmonary tuberculosis and lung cancer: a population-based matching study in China by Fan Zhang, Fei Qi, Yi Han, Hongjie Yang, Yishuo Wang, Guirong Wang, Yujie Dong, Hongxia Li, Yuan Gao, Hongmei Zhang, Tongmei Zhang, Liang Li

“…Logistic regression was employed for risk factor analysis. Results Compared to LC or IAPTB-LC, patients with APTB-LC exhibited higher proportions of weight loss (p < 0.001) and fever (p < 0.001) at the time of diagnosis. …”
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Prevalence, Indications, and Community Perceptions of Caesarean Section Delivery in Ngora District, Eastern Uganda: Mixed Method Study by Isaac Waniala, Sandra Nakiseka, Winnie Nambi, Isaac Naminya, Margret Osuban Ajeni, Jacob Iramiot, Rebecca Nekaka, Julius Nteziyaremye

“…Mixed methods of data collection were employed in which quantitative data were collected by retrospectively reviewing all charts of all the mothers that had delivered at the two comprehensive emergency obstetric care service facilities between April 2018 and March 2019. …”
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