Molecular subtypes based on ferroptosis-related genes and tumor microenvironment infiltration characterization in small cell lung cancer by Xin Wang, Xin Wang, Zhenyi Xu, Zhen Lin, Dawei Wu, Yu Tang, Zhihua Pei, Yibo Gao, Jie He

“…This study aimed to explore the application value of ferroptosis-related genes (FRGs) classification in prognosis and characteristics prediction to provide clues for targeted SCLC therapy.MethodWe systematically characterized mRNA expression and genetic alterations of FRGs in SCLC, evaluating their expression pattern in 181 samples from 3 datasets. …”
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Facilitating giant panda crossings of national highway in Wolong area of Giant Panda National Park amid human activities by Hu Zhang, Zongkun Shi, Bin Feng, Ying Liu, Zhuo Tang, Xin Dong, Xiaodong Gu, Dunwu Qi, Weihua Xu, Caiquan Zhou, Jindong Zhang

“…Our results show that: (1) Human activities presence has led to subtle changes in the landscape pattern of suitable habitats and a decrease in Wolong by 78.76 km2 compared to their absence. (2) Human activities presence significantly reduced HSI and CV in the 1000 m buffer along the NHG compared to their absence. (3) The HSI and CV of the 1000 m buffer in the simulated absence of human activities for the two road sections were significantly higher than their presence. …”
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Integrating bottom-up energy model with urban parameterization for fine-scale anthropogenic heat estimation by Yichuan Chen, Chengliang Fan, Yuanyue Nie, Huixian Wu, Yingfen Zhu, Yundan Liao, Haoran Li, Liuyang Wu, Minjing Lao

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Development of a Quadruplex RT-qPCR Assay for Rapid Detection and Differentiation of PRRSV-2 and Its Predominant Genetic Sublineages in China by Guishan Ye, Siyu Xiong, Zhipeng Su, Guosheng Chen, Siyuan Liu, Zixuan Wang, Huanchun Chen, Anding Zhang

“…In China, the PRRSV epidemiological landscape is complex, with the coexistence of multiple lineages and frequent recombination. …”
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Prognostic risk modeling of endometrial cancer using programmed cell death-related genes: a comprehensive machine learning approach by Tianshu Chen, Yuhan Yang, Zhizhong Huang, Feng Pan, Zhendi Xiao, Kunxue Gong, Wenguang Huang, Liu Xu, Xueqin Liu, Caiyun Fang

“…Key methodologies included differential gene expression analysis, weighted gene co-expression network analysis, functional enrichment studies, immune landscape evaluation, and multi-dimensional risk stratification. …”
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Radio Spectrum Sensing Framework for Large-Scale, High-Density IoT Sensor Networks by Partemie-Marian Mutescu, Alexandru Lavric, Adrian-Ioan Petrariu, Alin-Mihai Cailean, Valentin Popa

“…This paper presents an Artificial Intelligence (AI) based spectrum sensing framework designed to detect and classify various IoT communication technologies and generate advanced communication channel analytics, such as the technology in use, central frequency and the bandwidth of the radio channel, time-on-air parameter, channel usage patterns, and radio spectrum occupancy degree. In contrast to most existing other methods, the proposed framework follows an end-to-end approach that integrates dataset design, AI model training, and inference evaluation using IoT sensors controlled by a traffic orchestrator that emulates a large-scale, high-density WSN architecture. …”
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Interlaboratory variability of HER2 fluorescence in situ hybridization testing in breast cancer: results of a multicenter proficiency-testing ring study in China by Rongxue Peng, Kuo Zhang, Guigao Lin, Jinming Li

“…Methods A total of ten samples, each exhibiting distinct HER2 signal patterns and genetic heterogeneity, were distributed to 169 laboratories for HER2 FISH analysis. …”
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Predicting future brand value: The role of machine learning monitoring by Ahmad Al Adwan, Ghaiath Altrjman, Lu’ay Al-Mu’ani

“…These findings demonstrate the effectiveness of machine learning in identifying predictive patterns relevant to brand performance and provide a practical framework for leveraging digital tools to enhance brand valuation strategies. …”
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The role of mitochondria-related genes and immune infiltration in carotid atherosclerosis: identification of hub targets through bioinformatics and machine learning approaches by Dan Liu, Kun Guo, Min Li, Xiaochen Yu, Xue Guan, Xiuru Guan

“…These findings may provide new insights into therapeutic monitoring and prognosis evaluation.…”
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Spring water discharge and metal enrichment in urban soils by Angela R Mullins, Daniel J Bain

“…These processes create unexpected biogeochemical patterns on the landscape and have the potential to create hotspots of soil metal contamination at predictable points across the urban landscape.…”
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Bridging the Gap: The State of Global Transplant Research Collaboration by Isabella Faria, MD, Stalin Canizares, MD, Adriana Montalvan, MD, MPH, Paulo N. Martins, MD, PhD, Griffin M. Weber, MD, PhD, Marwan Kazimi, MD, Devin E. Eckhoff, MD

“…Through a comprehensive bibliometric and network analysis of 5 high-impact factor transplantation journals from 2012 to 2021, we evaluated scientific production and collaboration patterns in 9 250 articles. …”
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Data Governance Navigation for Advanced Operations in Healthcare Excellence by Vahideh Zarea Gavgani, Aniseh Pourrasmi

“…In fact, data governance is based on a specific pattern of input and output. Data input includes data and metadata management, especially data definitions and standards, quantitative classification and data quality control. …”
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Coastal Storm – Surge Combination Risk Identification and Resilience Planning Based on Supply and Demand Assessment of Flood Regulation Ecosystem Services: A Case Study of Fujian D... by Jian TIAN, Tianyu XIU, Suiping ZENG

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Phenotypic diversity and provenance variation of Cupressus funebris: a case study in the Sichuan Basin, China by Wang Yan, Yongqi Xiang, Mei Gao, Ruoyu Deng, Yan Sun, Renping Wan, Xianyi Pan, Wanzhen Li, Yu Zhong

“…This will facilitate the evaluation of genetic diversity in Cupressus funebris. …”
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Prediction of radiosensitivity in non-small cell lung cancer based on computed tomography and tumor genomics: a multiple real world cohort study by Peimeng You, Qiaxuan Li, Yu Lei, Chuhao Xu, Daipeng Xie, Lintong Yao, Jiaxin Yuan, Junyu Li, Haiyu Zhou

“…At the same time, it provides a reference basis for evaluating radiation sensitivity from imaging, genetics, and other aspects.…”
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Soil Quality Assessment in the Mashhad Plain, Northeast Iran (A Minimum Data Set and Spatial Analysis Approach) by Amin Mousavi, Alireza Karimi, Seyed Kazem Alavipanah, Ashraf Malekian, Tayebeh Safari

“…Global Moran’s I revealed a clustered spatial pattern, while Getis-Ord Gi* identified low-quality hotspots in the southern and southeastern regions, predominantly in barren lands. …”
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Navigating child and adolescent mental health in the digital age by Giorgia Di Iorio, Dario Esposito, Sara Romano, Fabiola Panvino, Benedetta Altomonte, Giulia Conte, Maria Pia Casini, Arianna Terrinoni, Dario Calderoni, Romana Andò, Walter Quattrociocchi, Benedetto Vitiello

“…This article examines the importance of systematically assessing SM use as part of a comprehensive psychiatric evaluation for young individuals. Key factors to consider include the type, content, and purpose of SM use, as well as daily usage patterns and overall screen time. …”
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Neuromodulation Interventions for Language Deficits in Alzheimer’s Disease: Update on Current Practice and Future Developments by Fei Chen, Yuyan Nie, Chen Kuang

“…Key indicators such as publication trends, citation patterns, collaboration networks, and research themes were examined to map the intellectual landscape of this field. …”
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Green Infrastructure for Urban Flooding: Knowledge Domains and Research Evolution (2015–2024) by Jin-Pyo Kim, Jin-Oh Kim

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Life Cycle Sustainability Assessment of Buildings: A Scientometric Analysis by Ieva Poderytė, Nerija Banaitienė, Audrius Banaitis

“…The analysis identifies key research trends, conceptual developments, influential academic sources, and collaboration patterns at the country level. The findings reveal a multi-faceted research landscape characterized by a predominance of environmental assessments, increasing attention to economic and social dimensions, the development of BIM-related methodologies, and emerging trend towards dynamic LCSA. …”
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