Hospital performance evaluation models: A scoping review by Shirin Alsadat Hadian, Reza Rezayatmand, Saeedeh Ketabi, Nasrin Shaarbafchizadeh, Ahmad Reza Pourghaderi

“…Non-parametric models can be classified into five groups: data envelopment analysis (DEA) models, multi-criteria decision-making methods, performance management models, service quality models, and other models. …”
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Spatial Aspects of Demographic Processes in Serbia by Nikola Krunić, Aleksandra Gajić, Danijela Srnić, Dragutin Tošić

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A data-driven cluster analysis to explore cognitive reserve and modifiable risk factors in early phases of cognitive decline by Sara Bernini, Alice Valcarenghi, Elena Ballante, Federico Fassio, Marta Picascia, Elena Cavallini, Matteo Cotta Ramusino, Alfredo Costa, Tomaso Vecchi, Cristina Tassorelli, Sara Bottiroli

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Corporate Identity: An Analysis of Evolution Over Time by Spyros Panagiotaras, Ilias Kapareliotis, Athanasios Patsiotis

“…A systematic literature review (SLR) was conducted, accompanied by a Big-Data analysis of the SLR through word frequencies, word search, and word cloud functions. …”
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Application of Lipidomics in the Researches of Food Quality by Haolei HAN, Guangqin LIAO, Yuxuan WU, Houru LI, Yongzhong QIAN, Jing QIU

“…Firstly, this paper reviewed the workflow of lipidomic analysis, including sample pretreatment, multi-category mass spectrometry data acquisition and analysis. …”
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A Copula-based Method for River Ecological Flow Quantification and Algal Bloom Risk Assessment in the Hanjiang River by NONG Xi-zhi, LAI Cheng, JING Zheng, YE Ye

“…The results from Copula functions were compared with those from the Tennant method and Hydrological Inflection-Point (HIP) analysis for validation. …”
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A Software Tool for ICESat and ICESat-2 Laser Altimetry Data Processing, Analysis, and Visualization: Description, Features, and Usage by Bruno Silva, Luiz Guerreiro Lopes

“…This creates a user-friendly online platform for the analysis, exploration, and interpretation of satellite laser altimetry data. …”
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Examination of the relationship between dimensions of sexual perfectionism and female sexual function and sexual performance anxiety among Iranian married women of reproductive age... by Fatemeh Sadat Hosseini, Nasim Khajavian

“…Stratified sampling was used to select public healthcare centers, and participants were chosen via simple random sampling. Data were collected online through platforms like WhatsApp and Telegram, using the Multidimensional Sexual Perfectionism Questionnaire (MSPQ), Female Sexual Function Index (FSFI), and Brief Sexual Performance Anxiety Scale (BSPAS). …”
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Incorporating latent survival trajectories and covariate heterogeneity in time-to-event data analysis: a joint mixture model approach by Fu-Wen Liang, Wenyaw Chan, Michael D. Swartz, Bouthaina S. Dabaja

“…Abstract Background Finite mixture models have been recently applied in time-to-event data to identify subgroups with distinct hazard functions, yet they often assume differing covariate effects on failure times across latent classes but homogeneous covariate distributions. …”
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Construction of a Sparse Covariance Matrix Based on Statistical Data Analysis and Its Use in Choosing an Optimal Portfolio of Securities by V. A. Gorelik, T. V. Zolotova

“…The analysis of the methods used to make investment decisions was carried out and the use of each of them for specific stock market data was justified. …”
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Identification of biomarkers in Alzheimer's disease and COVID-19 by bioinformatics combining single-cell data analysis and machine learning algorithms. by Juntu Li, Linfeng Tao, Yanyou Zhou, Yue Zhu, Chao Li, Yiyuan Pan, Ping Yao, Xuefeng Qian, Jun Liu

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Integrated Analysis of Ferroptosis- and Cellular Senescence-Related Biomarkers in Atherosclerosis Based on Machine Learning and Single-Cell Sequencing Data by Qi X, Cao S, Chen J, Yin X

“…Consensus clustering based on CF-DEGs was conducted to identify molecular subtypes, followed by differential expression analysis. Enrichment and immune infiltration analyses were used to investigate the biological functions and immune features of subtype-specific differentially expressed genes. …”
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Validation of a data-driven multicomponent T2 analysis for quantifying myelin content in the cuprizone mouse model of multiple sclerosis. by Noam Omer, Ella Wilczynski, Sharon Zlotzover, Coral Helft, Tamar Blumenfeld-Katzir, Noam Ben-Eliezer

“…<h4>Methods</h4>Data-driven mcT2 analysis was performed on N = 7 cuprizone mice and N = 7 healthy mice. …”
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VANTAGE: An open‐source application for visualisation, navigation and analysis of video and ancillary time‐series data in bio‐logging studies by Stefan Schoombie, Tagen deWet, Stefan Britz, Andrew D. Lowther, W. Chris Oosthuizen

“…VANTAGE aims to simplify time‐consuming data processing and analyses through (1) concurrent visualisation of video footage and accompanying bio‐logger time‐series data, (2) temporal synchronisation of the different data streams, (3) efficient annotation across data types, and (4) video enhancement and machine learning functionalities. …”
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Integration of Microarray Data and Single-Cell Sequencing Analysis to Explore Key Genes Associated with Macrophage Infiltration in Heart Failure by Rao J, Wang X, Wang Z

“…Cellular communication revealed that macrophages form a network of interactions with neutrophils to support each other’s functions and maintenance. The complex efferent and afferent signals are closely associated with myocardial fibrosis.Conclusion: SERPINA3, GPAT3, ANPEP, and FCER1G can potentially serve as immune therapeutic targets and central biomarkers. …”
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THE LOAD-DISPLACEMENT BEHAVIOUR OF GROUND ANCHORS IN FINE GRAINED SOILS by Juraj Chalmovský, Lumír Míča

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Bridging Data Silos in Oncology with Modular Software for Federated Analysis on Fast Healthcare Interoperability Resources: Multisite Implementation Study by Jasmin Ziegler, Marcel Pascal Erpenbeck, Timo Fuchs, Anna Saibold, Paul-Christian Volkmer, Guenter Schmidt, Johanna Eicher, Peter Pallaoro, Renata De Souza Falguera, Fabio Aubele, Marlien Hagedorn, Ekaterina Vansovich, Johannes Raffler, Stephan Ringshandl, Alexander Kerscher, Julia Karolin Maurer, Brigitte Kühnel, Gerhard Schenkirsch, Marvin Kampf, Lorenz A Kapsner, Hadieh Ghanbarian, Helmut Spengler, Iñaki Soto-Rey, Fady Albashiti, Dirk Hellwig, Maximilian Ertl, Georg Fette, Detlef Kraska, Martin Boeker, Hans-Ulrich Prokosch, Christian Gulden

“…The pipeline handles diverse IT infrastructures and systems while maintaining privacy by keeping data decentralized for analysis. To assess the functionality and validity of our implementation, we defined a cohort to address two specific medical research questions. …”
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Development of the children's primitive reflex integration assessment scale by Meng Wang, Jing Yu, Hongyao Li, Chongran Zhao, Yichao Li, Xinyue Yang

“…Item Discrimination Method (IDM), Critical Ratio Method (CRM), and Internal Consistency Coefficient Method (ICCM) were used for item analysis of pilot testing data. For formal testing data, Cronbach's α assessed the reliability of the scale, while fit indices such as chi-square value/degrees of freedom (χ2/df), Root Mean Square Error of Approximation (RMSEA), and Comparative Fit Index (CFI), along with tests of construct validity, evaluated the scale's validity.ResultsOverall, 555 participants were selected, 234 children with a mean age of 7.59 ± 0.71 years participated in the pilot testing, while 321 children with a mean age of 7.73 ± 0.71 years participated in the formal testing. …”
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Study on physiological changes and response mechanism of Cerasus humilis under alkali stress by Meitong Pan, Shan Jiang, Lengleng Ma, Junbai Ma, Chenzhuo Yue, Lingyang Kong, Danli Wang, Wei Ma, Xiubo Liu, Weichao Ren

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Structural Damage Detection Based on Sparrow Search Algorithm by Ziyan Ma, Xi Peng, Fengjiang Qin, Qiuwei Yang, Bin Xu

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