Integrating Clinical and Transcriptomic Profiles Associated with Vitamin D to Enhance Disease-Free Survival in Cervical Cancer Recurrence Using the CatBoost Algorithm by Geeitha Senthilkumar, Renuka Pitchaimuthu, Seshathiri Dhanasekaran, Prabu Sankar Panneerselvam

“…Clinical data on 738 patients shows that greater serum vitamin D levels are linked to reduced recurrence rates and enhanced disease-free survival (DFS). …”
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Problems of Commodity Nomenclatures Implementation in the International Trade on the Example of Chapter 56 “Nonwovens” of the EAEU Commodity Nomenclature of Foreign Eco nomic Activ... by E. V. Zhiryayeva, V. G. Koltsova

“…Data source is Trade Map of the International Trade Center. …”
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A Reinforced, Event-Driven, and Attention-Based Convolution Spiking Neural Network for Multivariate Time Series Prediction by Ying Li, Xikang Guan, Wenwei Yue, Yongsheng Huang, Bin Zhang, Peibo Duan

“…Experiments on multiple MTS data sets, such as stocks and PM2.5 data sets, demonstrate that our model rivals, and even surpasses, some CNN- and RNN-based techniques, with up to 3% better performance, while consuming significantly less energy.…”
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Lossless Compression Framework Using Lossy Prior for High-Resolution Remote Sensing Images by Enjia Gu, Yongshan Zhang, Xinxin Wang, Xinwei Jiang

“…In this article, we introduce an innovative lossless compression framework that uniquely utilizes lossy compression data as prior knowledge to enhance the compression process. …”
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Development of Application to Improve Knowledge and Comprehension of Programming for Learners in Remote Areas: A Case Study of Schools in Thailand by Kemachart Kemavuthanon, Nattapol Aunsri

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Factors influencing digital media designers’ subscription to premium versions of AI drawing tools through a mixed methods study by Liling Hu, Maowei Chen, Ning Ding

“…Seven key variables—perceived trust, perceived usefulness, perceived ease of use, social influence, output quality, personal innovativeness, and price value—were identified through semi-structured interviews and empirically examined based on data from 394 participants. The results indicate that perceived ease of use indirectly influences subscription intention through perceived usefulness, while output quality affects it through the mediating role of perceived trust. …”
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Deep multiscale feature fusion network with dual attention for rolling bearing remaining useful life prediction by Yingming Yang, Zhihai Wang, Xiaoqin Liu, Tao Liu, Zhuopeng Luo

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Detecting the contribution of V5/MT in reading, reading-related tasks, eye-movements and EEG-oscillations in children and adolescents with developmental dyslexia via high-definitio... by Federica Somma, Giulia Lazzaro, Samy Rima, Kristina Rainich, Christa Müller-Axt, Michael Christoph Schmid, Stefano Vicari, Katharina von Kriegstein, Deny Menghini

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A seven-LncRNA signature for prognosis prediction of patients with lung squamous cell carcinoma through tumor immune escape by Qiangqiang Ge, Zhong Lin, Xuequan Wang, Zhengli Jiang, Yan Hu

“…Preliminary studies have shown that the dysregulation of long non-coding RNAs (LncRNAs) is linked to cancer development and prognosis. …”
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Evaluation and Reliability of CHIRPS Satellite Rainfall Products Against Station Rainfall Data in the Siwaluh Basin by Oktavia Kurnianingsih, Rr Rintis Hadiani, Bambang Setiawan, Sobriyah

“…This coding was used for one Siwaluh watershed. The results show that the calibration of CHIPRS satellite data produced a correction factor in the form of a linear regression equation. …”
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A novel prognostic model based on migrasome-related LncRNAs for gastric cancer by Wenhao Jiang, Jiaying Shi, Yingchuan Zhu, Lan Yin, Yue Song, Jingfei Zhang, Xinyu Lin, Jiaxiu Zhong, Yilu Lu, Yongxin Ma

“…Clinical and transcriptional data for 407 GC patients from TCGA were classified as training and testing sets. …”
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Exploiting Extrinsic Information for Serial MAP Detection by Utilizing Estimator in Holographic Data Storage Systems by Thien An Nguyen, Jaejin Lee

“…To access the IPI problem, we can use balanced coding, which converts user data into an intensity level with uniformly distributed values for each page. …”
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Data Compression and Encryption Fusion: A Review of Hybrid Techniques for Secure and Efficient Online Transmission by Lei Zhao, Junhua Deng, Yimin Wang, Yulong Ma, Peng Lu

“…With the exponential growth of digital data, ensuring efficient and secure online file transmission has become a significant challenge. …”
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Handling Heterogeneous Traffic  for Software Defined Data-Center Network Using Spike Neural Network by Sanarya Jamal AL-Azawee, Nadia Adnan Shiltagh Al-Jamali

“…Software-defined networks (SDNs) efficiently manage data flows and optimize network resources. However, heterogeneity influences the quality of the services. …”
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Identifying key genes in COPD risk via multiple population data integration and gene prioritization. by Afeefa Zainab, Hayato Anzawa, Kengo Kinoshita

“…However, different ancestral genetic compositions for the same disease across various populations present challenges in studies involving multi-population data. In this study, we aimed to identify protein-coding genes associated with COPD by prioritizing genes for each population's GWAS data, and then combining these results instead of performing a common meta-GWAS due to significant sample differences in different population cohorts. …”
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Whole genome sequence data of Pediococcus pentosaceus NIBL1955 isolated from riceNCBI by Jeong-Ah Yoon, Se-Young Kwun, Hye-Jin Hong, Min-Kyung Ju, Sang-Min Shim, Myoung-Dong Kim

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Bridging the gap: enhancing data science and leadership knowledge and skills in the context of the public health workforce by Diana Hamer, Madelyn Gustafson, Christine Ortiz Gumina, Danielle C. Landis, Patricia Bockelman, Elaina Perry, Sarah D. Matthews

“…Recruitment and post-session surveys were conducted, and session transcripts were analyzed using phenomenological and categorical coding methods based on the PPP Framework.ResultsThe research identified three core concepts in public health data science and leadership: data science, data literacy, and data-informed leadership. …”
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Komparasi Performa Algoritma Kompresi Data Lossless Menggunakan Rasio Kompresi Dan Penghematan Ruang by Aswar Hanif, Endang Wahyudi, Harna Adianto, Lilik Martanto

“… Pertumbuhan data merupakan tantangan besar. Tujuan dari kompresi data adalah untuk mengurangi jumlah bit yang dibutuhkan untuk merepresentasikan informasi yang berguna. …”
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An evaluation of the implementation of maternal obesity pathways of care: a mixed methods study with data integration. by Nicola Heslehurst, Sarah Dinsdale, Gillian Sedgewick, Helen Simpson, Seema Sen, Carolyn Dawn Summerbell, Judith Rankin

“…Data were integrated using following a thread and convergence coding matrix methods to search for agreement and disagreement between studies.…”
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Comparative Genomics and Phylogenetic Analyses of Aquarius macrophyllus and Related Genera in Alismataceae Based on Plastome Data by Jie Li, Shengnan Wei, Jianan Ying, Qixiang Lu

“…Although the plastome data have been commonly used in plant evolution and phylogenetics, research on the plastome of A. macrophyllus remains scarce. …”
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