What are the perceptions and experiences of adults using mobile applications for self-management in diabetes? A systematic review by Benedict Hayhoe, Azeem Majeed, Geva Greenfield, Ana Luísa Neves, Henock B Taddese, Kalthum Patail, Hui Hsuan Pai

“…We identified four major themes, which were mapped against the constructs of the ‘UTAUT’ framework: ‘performance expectancy’, ‘effort expectancy’, ‘social influence’ and ‘facilitating conditions’.More than 50% of the studies described favourable app features relating to monitoring blood glucose, diet and exercise while also emphasising the importance of customising these to patient needs. …”
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Development and validation of a novel risk-predicted model for early sepsis-associated acute kidney injury in critically ill patients: a retrospective cohort study by Bo Li, Kun Zhang, Cong-Cong Zhao, Zi-Han Nan, Yan-Ling Yin, Li-Xia Liu, Zhen-Jie Hu

“…The least absolute shrinkage and selection operator regression method was used to screen the risk factors, and the final screened risk factors were constructed into four machine learning models to determine an optimal model. …”
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A comprehensive analysis of molecular characteristics of hot and cold tumor of gastric cancer by Chenxi Lv, Tianwei Chen, Jiangtao Li, Yuqiang Shan, Hong Zhou

“…Subsequently, 101 machine learning algorithm combinations were employed to construct a prognostic model based on the identified gene modules. …”
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Selected Determinants of Mezzanine Financing in Poland by Robert Golej

“…The article, therefore, is constructed in the form of deductive-inductive analysis. …”
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Development of a machine learning model related to explore the association between heavy metal exposure and alveolar bone loss among US adults utilizing SHAP: a study based on NHAN... by Jiayi Chen

“…Logistic Regression (LR), Support Vector Machines (SVM), Random Forest (RF), K-Nearest Neighbor (KNN), Decision Tree (DT), and XGboost were used to construct the ML model. Accuracy, Area Under the Receiver Operating Characteristic Curve (AUC), Precision, Recall, and F1 score were used to select the optimal model for further analysis. …”
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Transcriptome, miRNA, and degradome sequencing reveal the leaf stripe (Pyrenophora graminea) resistance genes in Tibetan hulless barley by Yue Wang, Qian Hu, Youhua Yao, Yongmei Cui, Yixiong Bai, Likun An, Xin Li, Baojun Ding, Xiaohua Yao, Kunlun Wu

“…Based on the above research results, we constructed a Protein-Protein Interaction (PPI) network of barley leaf stripe resistance. …”
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Understanding the clinical and molecular epidemiological characteristics of carbapenem-resistant Acinetobacter baumannii infections within intensive care units of three teaching ho... by Pengyu Zhang, Jingchen Hao, Yafen Zhang, Junfeng Su, Guozhuang Sun, Jun Xie, Jian Hu, Guocai Li

“…Phylogenetic tree was constructed to analyze the genetic relationship of isolates. …”
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Optic Nerve Head Hemoglobin Levels in Glaucoma: A Structural and Functional Correlation Study by Janaina A. G. Rocha, Diego T. Dias, Maria Betânia C. Lemos, Fábio N. Kanadani, Augusto Paranhos, Carolina P. B. Gracitelli, Tiago S. Prata

“…Scatter plots were constructed, and regression analysis was used to investigate the correlations between GDF, average pRNFL thickness, and VF mean deviation (VFMD) index values. …”
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Unusual hypertrophic cardiomyopathy: case report of an early onset wild-type ATTR amyloidosis accompanied by a chromosomal duplication involving the MYH6 and MYH7 gene by Jassin Hamidi, Yvonne Hanel, Sven Dittmann, Wanda Maria Gerding, Huu Phuc Nguyen, Karin Klingel, Eric Schulze-Bahr

“…This highlights the extreme rarity of this condition, making it challenging to ascertain the extent to which a presumably mutated hybrid myosin gene construct or the TTR amyloid fibrils contribute to stiffness, tissue fibrosis, and cardiac dysfunction. …”
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The Effectiveness of Rapamycin Combined with Eltrombopag in Murine Models of Immune-Mediated Bone Marrow Failure by Shaoxue Ding, Xiaowei Liang, Tian Zhang, Rong Fu

“…In this study, an immune attack-mediated AA mouse model was constructed by total body irradiation (TBI) and allo-lymphocyte infusion. …”
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The Mycoplasma hyopneumoniae protein Mhp274 elicits mucosal and systemic immune responses in mice by Mengqi Xie, Zhongshun Huang, Yun Zhang, Yujie Gan, Huiying Li, Dan Li, Honglei Ding

“…Finally, lymphocyte proliferation after stimulation with corresponding proteins or crude extract of M. hyopneumoniae J strain was assessed.ResultsWe successfully constructed recombinant bacteria expressing rMhp170, rMhp274, and rMhp336. …”
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Study on the protective effect of naringin-regulated lncRNA GAS5 against mitochondrial apoptosis in osteoarthritic chondrocytes by LIN Qin, ZHU Yingkai, LIN Yanming, LAN Shujie, CHEN Changxing, FU Changlong

“…ObjectiveTo investigate the protective effect of naringin on mitochondrial apoptosis in osteoarthritic (OA) chondrocytes by regulating lncRNA GAS5.MethodsIn vivo experiments, a rat OA model was constructed using the modified Hulth method and treated with naringin at 70 mg/kg by gavage for 8 weeks. …”
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Association between life's essential 8 and Parkinson's disease: a case–control study by Jiaxin Fan, Yanfeng Wang, Xingzhi Guo, Shuai Cao, Shuqin Zhan, Rui Li

“…Multivariate logistic regression models were constructed to explore the association between LE8 metrics and PD. …”
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Combining systemic inflammation biomarkers with traditional prognostic factors to predict surgical site infections in elderly hip fracture patients: a risk factor analysis and dyna... by Yuhui Guo, Chengsi Li, Haichuan Guo, Peiyuan Wang, Xuebin Zhang

“…This study aimed to construct a nomogram based on systemic inflammation biomarkers and traditional prognostic factors to assess the risk of surgical site infection (SSI) after hip fracture in the elderly. …”
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The Value of Serum YKL-40 and TNF-α in the Diagnosis of Acute ST-Segment Elevation Myocardial Infarction by Caoyang Fang, Zhenfei Chen, Jing Zhang, Jianyuan Pan, Xiaoqin Jin, Mengsi Yang, Luyao Huang

“…Three diagnostic models were constructed: cTnI univariate model (model A), combined serum YKL-40 and TNF-α model other than cTnI (model B), and combined cTnI and serum YKL-40 and TNF-α model (model C). …”
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Resilience of Fishery Economy in Fujian Coastal Areas from the Perspective of Institutional Evolution by Leng Yun, Wei Suqiong, You Xiaojun, Ren Zhihuang

“…This study considers the fishery industry in the coastal area of Fujian Province as an example, measures the resilience resistance of the fishery industry using output value and output, and constructs an analytical framework by combining the "Robustness-Resistance-Recovery" resilience assessment framework and the theory of institutional change to give explanations for the formation of the differences in fishery resilience. …”
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Examining the Leverage Effect, Dynamic Conditional Correlation, and Volatility Spillover Among Selected Indices of the Tehran Stock Exchange: Evidence from the ARMA-DCC-GJR-GARCH M... by Gholamhosein Golarzi, Seyed Ramin Abolfazli

“…MethodsIn this study, the ARMA (1,1) form was utilized to construct the mean model. Then, the GJR-GARCH model was used to check the leverage effects. …”
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Compound identification of Shuangxinfang and its potential mechanisms in the treatment of myocardial infarction with depression: insights from LC-MS/MS and bioinformatic prediction by Yize Sun, Yize Sun, Haibin Zhao, Zheyi Wang

“…All the targets were intersected to construct the Protein-Protein Interaction (PPI) network on Metascape platform and the herb-compound-target (HCT) network on Cytoscape, to identify the hub targets. …”
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Urine proteomics defines an immune checkpoint-associated nephritis signature by Cassian Yee, Jamie S Lin, James P Long, Shailbala Singh, Yanlan Dong

“…Using statistical and machine learning methods, we constructed a novel urine biomarker signature—IL-5+Fas—that achieved an area under the curve of 0.94 for diagnosing ICI-AIN.By leveraging high-sensitivity proteomics, we developed a non-invasive strategy for diagnosing ICI-AIN. …”
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Genetic Diversity, Repeat Motifs, and Natural Selection at the C-Terminal Knob-Associated Histidine Rich Protein (KAHRP) of Plasmodium falciparum Clinical Samples from Saudi Arabia by Saad M. Bin Dajem, Md Atique Ahmed, Marie Fe F Bohol, Syeda Wasfeea Wazid, Mohammed I. Shafeai, Fuad H. Rudiny, Ali M. Motaen, Kareem Morsy, Hani Alothaid, Ahmed A. Al-Qahtani

“…Haplotype network analysis was constructed by using the median-joining method in the NETWORK version 5.0.0.1 software. …”
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