Investigative needle core biopsies support multimodal deep-data generation in glioblastoma by Kenny K. H. Yu, Sreyashi Basu, Gerard Baquer, Ryuhjin Ahn, Jennifer Gantchev, Sonali Jindal, Michael S. Regan, Zaki Abou-Mrad, Michael C. Prabhu, Marc J. Williams, Alicia D. D’Souza, Seth W. Malinowski, Kelsey Hopland, Yuval Elhanati, Sylwia A. Stopka, Alexei Stortchevoi, Charles Couturier, Zhong He, Jingjing Sun, Yulong Chen, Alexsandra B. Espejo, Kin Hoe Chow, Smitha Yerrum, Pei-Lun Kao, Brittany Parker Kerrigan, Lisa Norberg, Douglas Nielsen, The GBM TeamLab, Vinay K. Puduvalli, Jason Huse, Rameen Beroukhim, Betty Y. S. Kim, Sangeeta Goswami, Adrienne Boire, Sarah Frisken, Michael J. Cima, Matthias Holdhoff, Calixto-Hope G. Lucas, Chetan Bettegowda, Stuart S. Levine, Tejus A. Bale, Cameron Brennan, David A. Reardon, Frederick F. Lang, E. Antonio Chiocca, Keith L. Ligon, Forest M. White, Padmanee Sharma, Viviane Tabar, Nathalie Y. R. Agar

“…Here, we demonstrate the depth of data generation possible from routine stereotactic needle core biopsies and perform highly resolved multi-omics analyses, including single-cell RNA sequencing, spatial transcriptomics, metabolomics, proteomics, phosphoproteomics, T-cell clonotype analysis, and MHC Class I immunopeptidomics on standard biopsy tissue obtained intra-operatively. …”
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Fatigue Detection in Air Traffic Controllers: A Comprehensive Review by Hui Pan, Yi Hu, Yanjun Wang, Vu Duong

“…The paper also underscores the fusion detection methods, models, and multi-source data-based research, serving as references for exhaustive and real-time analysis of controller fatigue states. …”
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Optimising data management systems for SME scalability in South Africa: A vendor perspective by Neo N. Gaaje, Oluwamayowa O. Ogundaini, Nhlanhla B.W. Mlitwa

“…Participants were selected through purposive sampling to ensure the inclusion of personnel with relevant expertise. Data were collected through semi-structured interviews, and responses were analysed using thematic analysis. …”
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A Conceptual Framework for a Latest Information-Maintaining Method Using Retrieval-Augmented Generation and a Large Language Model in Smart Manufacturing: Theoretical Approach and... by Hangseo Choi, Jongpil Jeong

“…In the modern manufacturing environment, the ability to collect and refine data in real time to deliver high-quality data is increasingly important in maintaining a competitive advantage and operational efficiency. …”
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A Comprehensive Review of Performance Metrics for Computer-Aided Detection Systems by Doohyun Park

“…For per-nodule analysis, the nodule-level sensitivity at fixed false positives per scan is often used, supplemented by the free-response receiver operating characteristic (FROC) curve and the competition performance metric (CPM). …”
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Measuring the impact of the use of smart energy in logistics companies on technological progress, operations performance and green environment: Egypt as a case study by Nourhan Morsy El Barbary, Taha Kassem, Hebatallah Mohamed Elmesmary, Alexandra Ioanid

“…The collected data was analyzed through using data testing using validity and reliability, descriptive analysis, testing regression assumptions, normality test for the research variables, correlation and regression.…”
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Machine learning algorithms as early diagnostic tools for prolonged operative time in patients with fluorescent laparoscopic cholecystectomy: a retrospective cohort study by Chu Wang, Chu Wang, JunYe Wen, ZiYi Su, HanXiang Yu

“…In addition, we aimed to construct predictive models to identify patients with potentially prolonged operative times (OT) using machine learning (Ml) methods.MethodsClinical data of patients who underwent fluorescent LC for gallbladder stones in the Department of Hepatobiliary Surgery at our hospital from April 2023 to July 2024 were retrospectively analyzed, with the 75th percentile of operative time as the cut-off point. …”
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Increased Pre-Operative Lung Immune Prognostic Index Score Is a Prognostic Factor in Cases of Pathological T3 Renal Cell Carcinoma by Hayato Hoshina, Toru Sugihara, Masayuki Kurokawa, Ei-ichiro Takaoka, Satoshi Ando, Haruki Kume, Tetsuya Fujimura

“…Univariate and multivariate analyses of OS were performed via Cox proportional hazard regression analysis. LIPI scores were calculated in 80 patients wherein blood sampling data were available. …”
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Factors influencing compliance with chemotherapy handling and administration standard operation procedures among nurses and pharmacists at Uganda cancer institute: descriptive stud... by Milton Oyuku, Nathan Nshakira

“…Data was collected from every member of the population because it is small, accessible, and cooperative. …”
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Open Source, Social Activism and "Necessary Trade-offs" in the Digital Enclosure: A Case Study of Platform Co-operative, Loomio.org by Sam K Jackson, Kathleen M Kuehn

“…This article explores the tensions and tradeoffs facing the open source platform co-operative Loomio.org, an online tool that aims to decentralize power through deliberative decision-making. …”
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Efficient Adaptive Robust Aerodynamic Design Optimization Considering Uncertain Inflow Variations for a Diffusion Airfoil Across All Operating Incidences by Zhengtao Guo, Lei Bao, Chaolong Li, Xianzhong Gao, Wuli Chu

“…Through data analysis of the optimal solutions, robust design guidelines for blade aerodynamic shapes are obtained, along with insights into the flow mechanisms that enhance aerodynamic robustness.…”
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Impact of Standard Operating Procedures on Accident Risk in the Transportation of Hazardous Materials: The Moderating Role of Aviation Safety and the Mediating Role of Accident Ris... by Agus Setiawan, Edi Abdurachman, Siti Maemunah, Endri Endri

“…Methodology: This research employed a mixed-methods approach, utilising data derived from questionnaire copies distributed to 320 respondents across five stakeholder groups and processed using the Smart-PLS4 data analysis tool. …”
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From Short-Term Volatility to Long-Term Growth: Restricted Stock Units’ Impact on Earnings per Share and Profit Growth Across Sectors by Won (Albert) Park, Elena Sernova, Cheong-Yeul Park

“…To fill this research gap, this study applied hierarchical regression analysis to S&P 500 company data from 1997 to 2023 to compare and analyze the differential effects of RSU by industry. …”
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PSYCHOLOGICAL STUDY AND CORRECTION OF RIGIDITY IN PATIENTS OF A HOSPITAL FOR WAR VETERANS WHO RETURNED FROM A SPECIAL MILITARY OPERATION ZONE by Yulia V. Zhivaeva, Ekaterina I. Alydzhi, Marina A. Lisnyak, Yan A. Korkunov

“…The aim is to study the specifics of mental rigidity and the possibility of correction in patients of a hospital for war veterans who returned from a Special Military Operation. Materials and methods. The main methods of the study are the analysis of scientific literature devoted to the problem of the phenomenon of rigidity in patients who returned from the Special Military Operation; as well as diagnostic techniques including observation, description, conversation, questionnaires, testing, and methods of statistical data processing. …”
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Scientific Machine Learning for Guided Wave and Surface Acoustic Wave (SAW) Propagation: PgNN, PeNN, PINN, and Neural Operator by Nafisa Mehtaj, Sourav Banerjee

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Comprehensive Geriatric Assessment as a predictor model for post-operative delirium in older adults undergoing major non-cardiac elective surgery by Anastasia Asylia Dinakrisma, Kuntjoro Harimurti, Rudyanto Sedono, Ikhwan Rinaldi, Nina Kemala Sari, Pradana Soewondo, Hamzah Shatri, Sukamto Koesnoe

“…Data analysis using SPSS 20.0 and STATA 10. Development of a prediction model for post-operative delirium complications using the Hosmer- Lemeshow test and Area Under the Curve of the Receiver Operating Characteristic (AUC ROC).ResultsTotal of 370 subjects that met the criteria were analyzed. …”
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Effect of a cognitive training program and Jacobson relaxation technique on anxiety and resilience of students in the operation room: A randomized control trial by Shadi Dalvand, Forouzan Ahmadi, Ali Akbari, Maryam Shirdel

“…At the end of six weeks, all three groups completed questionnaires again, and the data were entered into SPSS version 24 software for analysis. …”
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Greenhouse gas emissions from the US liquefied natural gas operations and shipping through process model based life cycle assessment by Mainak Mukherjee, James Littlefield, Harshvardhan Khutal, Krista M. Kirchner-Ortiz, Kaitlyn G. Davis, Liang Jing, Farah Ramadan, Hassan El-Houjeiri, Mohammad S. Masnadi, Adam R. Brandt

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Robust H_∞ Control Synthesis of a Biomimetic Flapping Wing UAV Operating in Gusty Environment by Saddam Hussain Abbasi, Zaid Ahmed Shamsan, Nouman Abbasi

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Control Index for Water Regulation in Fish Breeding Season for Dongta Spawning Ground after Operation of Datengxia Gorge Water Conservancy Project by LIU Lishi, WANG Li, GE Xiaoxia, TAN Xichang

“…After the operation of the Datengxia Gorge water conservancy project,the change in the hydrological rhythm of the downstream river channel may have a certain impact on the function of the Dongta spawning ground about 10 km downstream.To maintain the normal function of the Dongta spawning ground,we should analyze the hydrological rhythm process required for fish spawning and use it as a control index to implement ecological regulation of reservoirs and thus restore the ecological environment of river channels.According to the observation data of early fish resources and hydrology over the past dozen years,the correlation between early fish resources and hydrological characteristic values in the Dongta spawning ground is analyzed by different statistical methods such as grey relational analysis and linear regression.In combination with the practical experience of ecological regulation in the Xijiang River Basin,the control index requirements for water regulation during the fish breeding period by the Datengxia Gorge water conservancy project are put forward.Specifically,by the regulation of the Datengxia Gorge water conservancy project from May to July every year,when the section flow rate of Dahuangjiangkou exceeds 3 500 m³/s,the water rise duration shall be no less than four days,with the daily rise rate in the water rise stage of more than 1 000 m³/s.The time for water to recede shall be no less than three days,and the flow rate in the water recession stage shall be above 3 500 m³/s.The regulation shall be performed at least once each year.The research results can provide a technical reference for maximizing the function of the Dongta spawning ground in the fish breeding period by the regulation of the Datengxia Gorge water conservancy project.…”
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