Testicular Torsion: An Analysis of Rural Geography and Socioeconomic Status by Kevin Tree, Benjamin Charles Buckland, Roy Huynh, Sris Baskaranathan, Dean Fisher, Balasubramaniam Indrajit

“…Data on SES for geographic postcodes was obtained from the Australian Government Socio-Economic Indexes for Areas 2016. …”
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Zero Trust Cybersecurity: Procedures and Considerations in Context by Brady D. Lund, Tae-Hee Lee, Ziang Wang, Ting Wang, Nishith Reddy Mannuru

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Comparative Analysis of Isolated Abdominoplasty and Concomitant Hernio-Abdominoplasty by M. V. Timerbulatov, A. S. Shornina, R. A. Lihter, A. E. Kaipov

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SPSS Analysis of Pain Factors in Rotator Cuff Repair by Yi Zhou, Huali Chen, Jing Wang, Hui Wu, Yuanjie Zeng, Xiaohui Yi, Yan Zhang

“…Patients’ general information, disease characteristics, anesthesia and analgesia scheme, and operation information were collected. Frequency statistics, Wilcoxon signed rank sum test, regulatory effect analysis, and Poisson regression analysis were performed on these data. …”
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Holmium laser enucleation versus transurethral resection in patients with benign prostate hyperplasia: an updated systematic review with meta-analysis and trial sequential analysis... by Sheng Li, Xian-Tao Zeng, Xiao-Lan Ruan, Hong Weng, Tong-Zu Liu, Xiao Wang, Chao Zhang, Zhe Meng, Xing-Huan Wang

“…After methodological quality assessment and data extraction, meta-analysis was performed using STATA 12.0 and Trial Sequential Analysis (TSA) 0.9 software.…”
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Characteristics of security risks of large industrial investments and their management principles by Frigyes Gubics

“…Transparency, finalized workflows and tactics also can guarantee of a stable background during planning, implementation and later on final operation. Methodology: The author carried out qualitative research, using secondary data, and conducted a document analysis in order to provide a comprehensive picture of the security-related connections of major industrial investments. …”
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SURGICAL DELAY IN PATIENTS WITH SUBAXIAL FRACTURE by Deusimar Cristian dos Santos Gomez, Fabrício Luz Cardoso, Gabriel José dos Santos, Robert Meves, Maria Fernanda Silber Caffaro, Jefferson Walter Daniel

“…Data were initially collected using physical forms and then migrated to electronic platforms (SurveyMonkey® and Red Cap®) for detailed statistical analysis. …”
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A Retrospective Analysis of Refractive Changes in Pediatric Pseudophakia by Manmitha Reddy Muppidi, Sairani Karanam, Akhil Bevara

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Real-Time Power System Event Detection: A Novel Instance Selection Approach by Gabriel Intriago, Yu Zhang

“…Our proposed classifier distinguishes disturbances from cyberattacks using a novel instance selection algorithm with three algorithmic stages to ease data management. A cost and complexity analysis of the algorithm is discussed. …”
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Integrating Equation Coding with Residual Networks for Efficient ODE Approximation in Biological Research by Ziyue Yi

“…LazyNet reduces the complexity of mathematical operations, enabling faster model training with fewer data and lower computational costs. …”
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Fault Diagnosis in Power Generators: A Comparative Analysis of Machine Learning Models by Quetzalli Amaya-Sanchez, Marco Julio del Moral Argumedo, Alberto Alfonso Aguilar-Lasserre, Oscar Alfonso Reyes Martinez, Gustavo Arroyo-Figueroa

“…The objective is to show the ability of simple and ensemble ML models to diagnose faults using as attributes partial discharges and dissipation factor data. For this purpose, a generator fault database was built, gathering information from operational data curated by power generator experts. …”
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A Study on Panoramic Camera System of ROV Platform by GUO Xu, TU Shaoping, XU Lei

“…And based on the hot research of panoramic video transmission, the underwater panoramic imaging system on the ROV platform holds great development potential.Based on the technical research of underwater panoramic photography, this paper first elaborates on the generation and transmission of underwater panoramic images and discusses two camera layouts: distributed and integrated, utilizing the remotely operated vehicle (ROV) platform as the carrier, through an analysis of camera hardware requirements. …”
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Risk Measurement of TAVR Surgical Complications Based on Unbalanced Multilabel Classification Approaches by Yue Zhang, Yuantao Xie

“…In the empirical analysis, with real surgical data from a hospital in the United States, a combination of multi-label random sampling and representative multi-label classification algorithms was used to fit the data. …”
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Exploration of Biomarkers of Psoriasis through Combined Multiomics Analysis by Lu Xing, Tao Wu, Li Yu, Nian Zhou, Zhao Zhang, Yunjing Pu, Jinnan Wu, Hong Shu

“…Moreover, the hub genes of psoriasis were screened by the least absolute shrinkage and selection operator (LASSO), Random Forest (RF), and Support Vector Machine (SVM), which were further performed single-gene gene set enrichment analysis (GSEA) to clarify the pathogenesis of psoriasis. …”
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Analysis of the Impact of Vibrations on the Driver of a Motor Vehicle by Lukasz Konieczny, Pawel Fabis, Jonas Matijošius, Kamil Duda, Piotr Deuszkiewicz, Arturas Kilikevičius

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RESILIENCE (Retrospective Linkage Study of Autoimmune Encephalitis): protocol for an Australian retrospective cohort study of outcomes in autoimmune encephalitis using data linkage... by David Brown, Wendyl D’Souza, Mark Cook, Andrew McLean-Tooke, David Gillis, Udaya Seneviratne, James Boyd, John Dunne, Nicholas Lawn, Ximena Camacho, Christine Bundell, Nerissa Jordan, Sudarshini Ramanathan, Fabienne Brilot, Kerri M Prain, Elaine Pang, Katrina Lambert, Russell Dale, Lisa Gillinder, Emma Whitham, Saxon Douglass, Amy Jean Halliday, Greg Bryson, Alan Lai, Wendyl Jude D’Souza

“…Two cohorts will be analysed, the Reference Cohort (clinically confirmed AE cases obtained from hospital medical records, n=145) and the Operationally Defined Cohort (AE cases identified through administrative coding data, n≈5000). …”
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Bioinformatics‑Based Analysis Reveals Diagnostic Biomarkers and Immune Landscape in Atopic Dermatitis by Yang M, Zhang X, Zhou C, Du Y, Zhou M, Zhang W

“…This study aimed to investigate key differentially expressed genes (DEGs) in AD and their association with immune cell infiltration patterns.Methods: The GSE32924 dataset comprises gene expression data from 25 AD samples and 8 control samples. Differential expression analysis was performed using the R package limma. …”
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Empirical analysis of regional and sectoral aspects of corporate bankruptcy by O. V. Berezhnaya, E. V. Berezhnaya, R. E. Ambartsumova

“…The  information  base  of  the  study  included  statistical materials  from  Interfax  (Fedresurs),  Rosstat (EMISS),  statistics  from  the  Arbitration  Court  of  the  Stavropol  Krai,  financial  statements  of  bankrupt companies for the last three years of their operation before bankruptcy. The work accumulated data for the period from 2015 to the present, in particular, quarterly over 2019–2024. …”
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Digital Twins in Fusion Energy Research: Current State and Future Directions by Michael I. Battye, Suresh Perinpanayagam

“…Whilst DTs have been developed to tackle complex issues in data analysis, real-time control, optimisation, and simulation, existing efforts are largely fragmented and constrained to isolated applications due to the experimental and evolving nature of fusion reactors. …”
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Recent Optical Coherence Tomography (OCT) Innovations for Increased Accessibility and Remote Surveillance by Brigid C. Devine, Alan B. Dogan, Warren M. Sobol

“…Advances in biomedical engineering have led to innovations such as portable models, community-based systems, and artificial intelligence-enabled image analysis. The SightSync OCT is a community-based, technician-free device designed to enhance accessibility while ensuring secure data transfer and high-quality imaging (6 × 6 mm resolution, 80,000 A-scans/s). …”
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