LLM4TDG: test-driven generation of large language models based on enhanced constraint reasoning by Jingqiang Liu, Ruigang Liang, Xiaoxi Zhu, Yue Zhang, Yuling Liu, Qixu Liu

“…The pass@k metric for CodeQwen-chat has improved by up to 18.66%. The metric surpasses the state-of-the-art GPT-4, with a performance of 92.16% on HUMANEVAL and 87.14% on HUMANEVAL+, which enhances the error correction and functional correctness in test-driven code generation. …”
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Exploring the hepatic-ophthalmic axis through immune modulation and cellular dynamics in diabetic retinopathy and non-alcoholic fatty liver disease by Shuyan Zhang, Jiajun Wu, Leilei Wang, Cheng Zhang, Yinjian Zhang, Yibin Feng

“…Differential gene expression analysis was conducted and followed by pseudo-time analysis to delineate dynamic changes in core cells and differentially expressed genes (DEGs). CellChat was employed to predict intercellular communication and signaling pathways. …”
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Ethical Aspects of the Influence of Neural Networks on the Lives of Students in the Context of a Sociological Approach (using the Example of Students of the IT Department of ETU) by A. S. Kurapova, S. V. Kurapov, A. D. Derzhavina, N. V. Shatilo

“…The modern understanding of artificial intelligence as a complex of technologies capable of imitating human cognitive functions, including selflearning, is considered. The concepts of А. …”
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Comprehensive molecular analyses of an autoimmune-related gene predictive model and immune infiltrations using machine learning methods in intracranial aneurysma by Minxue Zhang, Lin Zhou, Yuying Zhao, Yanling Wang, Zhuobo Zhang, Zhan Liu

“…GO, KEGG and GSEA analyses were performed to uncover underlying molecular functions. Three machine learning methods—LASSO logistic regression, random forest (RF), and XGBoost—were employed to identify key genes. …”
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Optimizing the user-experience (UX) and −interface (UI) of a mHealth application to aid recovery from burn injury (BurnCORE) through a user-centered design approach by Barclay T. Stewart, Kyler Menge, T.Varugis Kurien, Caitlin Orton, Rebecca Estrada, Gretchen Carrougher, Callie Thompson, Gary Hsieh, Tam N. Pham

“…Examples of iterative stakeholder feedback include addition of recovery performance tracking, monitored community chat functions, and better ways to visualize recovery over time. …”
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Single-cell RNA-seq analysis of mouse carotid artery under disturbed flow and human carotid plaques identifies key cell populations in atherosclerosis development by Xuyang Liu, Xu Li, Xin Wang, Jiawei Zhao, Chen Liu, Shaochi Wang, Zongping Xia, Yuming Xu

“…This study systematically elucidated functional changes of cell populations under disturbed flow. …”
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The ‘Pleasure&Pregnancy’ web-based interactive educational programme versus expectant management in the treatment of unexplained subfertility: protocol for a randomised controlled... by Eline A F Dancet, Thomas M D’Hooghe, Felicia Dreischor, Ellen T M Laan, Cornelius B Lambalk, Sjoerd Repping, Inge M Custers

“…Secondary outcomes include time-to-pregnancy, live birth rate, costs, sexual functioning and personal and relational well-being. …”
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Current status and prognostic factors of paediatric arterial ischaemic stroke in China: a study protocol for Chinese Paediatric Ischaemic Stroke Registry (CPISR) by Wei Li, Bin Zhu, Wen Sun, Fan Wu, Pan Zhang, Lulu Xiao, Huiping Wang, Gang Cai, Yingjie Xu, Wanqiu Zhang, Cuirong Duan, Mingyang Niu, Qiankun Li, Zhiwen Su

“…To streamline data collection, a WeChat-based programme has been developed to allow participating institutions to input standardised questionnaire data directly and upload electronic medical records. …”
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Single-cell RNA sequencing and spatial transcriptomics reveal the heterogeneity and intercellular communication of cancer-associated fibroblasts in gastric cancer by Xijie Zhang, Bo Ren, Bo Liu, Rui Wang, Sen Li, Yuzhou Zhao, Wence Zhou

“…CellChat was employed to map intercellular communication, and Seurat was used to integrate single-cell sequencing data with spatial transcriptome data to reconstruct a comprehensive single-cell spatial map. …”
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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

“…Furthermore, the scMetabolism was employed to explore the specific metabolic patterns of the macrophage subtypes. Finally, CellChat was used to investigate cell-cell interactions among the identified subtypes.Results: The immunoreactivity score of macrophages in the HF was higher than that in the other cell types. …”
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Aspects of Developing A Methodology for Managing Digital Financial Assets by A. Yu. Proskuryakov

“…New blockchain technologies and the emergence of Chat GPT (generative pre-trained transformer) pose new challenges to society, which hopes to utilize such solutions, including for economic tasks. …”
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Single-cell characterization of the immune heterogeneity of pulmonary hypertension identifies novel targets for immunotherapy by Pan Jiang, Huai Huang, Mengshi Xie, Zilong Liu, Lijing Jiang, Hongyu Shi, Xiaodan Wu, Shengyu Hao, Shanqun Li

“…Significant changes and potential functions of myeloid cell subsets in PAH patients and we especially focused on GPNMB+ macrophages. …”
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Analysis of histone modifications in key cellular subpopulations in the context of azoospermia using spermatogenic single-cell RNA-seq data by Qiu Wang, Qiu Wang, Hong Yang, Fang Li, Fang Li, Song Ge, Song Ge, Ling Ji, Ling Ji, Xiaofeng Li, Xiaofeng Li

“…HDAC2, a pivotal regulator of histone acetylation, exhibited significant upregulation. Functional pathway analysis implicated these genes in critical biological processes, including nuclear transport, RNA splicing, and autophagy. …”
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Characterization and prognostic of CD8 + TIM3 + CD101 + T cells in glioblastoma multiforme by Hong-Liang Wang, Sai Li, Chun-Chun Ma, Xiang-Hu Zheng, Hao-Yuan Wu, Chen-Xi Chang, Zhi-Hao Yang, Jia-Wei Wang, Fa-Ming Pan, Bing Zhao

“…DEGs were identified, and cell trajectories were constructed using Seurat, Monocle 2, and CellChat packages. Functional enrichment analysis was conducted with clusterProfiler, and a prognostic model was developed. …”
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A system for generating chatbots to support learning in the field of exact sciences using generative artificial intelligence models by Oleksandr Prokhorov, Dmytro Shymko, Olena Kuzminska, Andrey Chukhray, Oleksii Shatalov, Oleksandr Kholodniak

“…The integration of generative artificial intelligence (AI) into education, especially for teaching exact sciences, represents an innovative opportunity to enhance student engagement and understanding. Chatbots such as ChatGPT can promote interactive learning, allowing students to explore complex scientific concepts through personalized support and real-time feedback. …”
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CD9 expression rivals IDH mutation as a prognostic marker in glioma: a novel nomogram approach by Yue Peng, Qiang Ji, Qiang Ji, Xiangyu Guo, Weichunbai Zhang, Zixuan Yang, Wenbin Li, Wenbin Li

“…Single-cell RNA sequencing from 20 glioblastoma cases was analyzed using CellChat and Monocle3 to explore CD9-mediated cell communication and lineage transitions. …”
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The Psycholinguistic Aspects of Global Bilingualism Against the Background of the Society Digitalization Process in Ukraine and Slovak Republic by Тетяна Лелека, Олена Москаленко

“…The purpose of the experimental study is to identify the tendencies of the global bilingualism development in the Ukrainian and Slovak languages based on the English loanwords functioning in the individual consciousness of their speakers. …”
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Transcriptome-wide analysis reveals potential roles of CFD and ANGPTL4 in fibroblasts regulating B cell lineage for extracellular matrix-driven clustering and novel avenues for imm... by Hongwei Wang, Yu-nan Zhu, Sifan Zhang, Kexin Liu, Rong Huang, Zhigao Li, Lan Mei, Yingpu Li

“…However, the compositional patterns of ECM in breast cancer and their underlying biological functions remain elusive. Methods Transcriptome and genome data of breast cancer patients from TCGA database was downloaded. …”
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Single-cell technology reveals the crosstalk between tumor cells and immune cells: driving immune signal transduction and inflammation-mediated cardiac dysfunction in the tumor mic... by Wenyang Nie, Wangzheqi Zhang, Zhikai Xiahou, Yuxuan Meng, Yuhang Liu, Jingwen Zhang, Zhen Wang, Yong Wang

“…The analyses encompassed quality control via Seurat, InferCNV, Monocle, CellChat, and SCENIC, differential gene expression, inference of copy number variation (CNV), pseudo time trajectories, and intercellular communication. …”
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Analysis of Progress in Data Mining of Scientific Literature Using Large Language Models by CAI Yiran, HU Zhengyin, LIU Chunjiang

“…Scientific data extraction uses chain-of-thought prompting and knowledge graphs (such as ChatExtract and SynAsk) to parse experimental datasets. …”
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