Vegetation patterning can both impede and trigger critical transitions from savanna to grassland by Jelle van der Voort, Mara Baudena, Ehud Meron, Max Rietkerk, Arjen Doelman

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Thrombocytopenia in critically ill trauma patients is associated with the pattern and duration of postinjury organ dysfunction by Andrea Rossetto, Simon Kerner, Ella Ykema, Harriet E. Allan, Paul C. Armstrong, Elaine Cole, Paul Vulliamy

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VCINet: Visual Cue-Inspired Feature Learning Network for SAR Building Segmentation by Mengyu Wang, Zhiyuan Yan, Wenhui Diao, Xudong Hu, Yingchao Feng, Linlin Xin, Junxi Li, Xian Sun

“…First, to improve intraclass variance and emphasize internal consistency, an elaborately designed pattern guidance module is introduced. We systematically study the stable spatial pattern of buildings and leverage the variogram function to model the characteristic to constrain deep network training. …”
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Ensemble learning techniques reveals multidimensional EEG feature alterations in pediatric schizophrenia by Ying Mao, Ying Mao, Fang Wang, Shan Wang, Zhaowei Wang, Gang Li, Xuchen Qi, Xuchen Qi, Yu Sun, Yu Sun

“…Schizophrenia (SCZ) is a severe mental disorder that impairs brain function and daily life, while its early and objective diagnosis remains a major clinical challenge due to the reliance on subjective assessments. This study aims to develop a machine learning-based framework for the auxiliary diagnosis of SCZ using multi-dimensional electroencephalogram (EEG) features and to investigate the underlying neural alterations. …”
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Multiple programmed cell death patterns predict the prognosis and drug sensitivity in gastric cancer by Qiying Song, Shihe Liu, Di Wu, Aizhen Cai

“…LASSO cox regression method was used to screen feature genes and develop the PCD score (PCDS). Immune cell infiltration, immune checkpoint expression, Tumor Immune Dysfunction and Exclusion (TIDE) algorithm and drug sensitivity analysis were used to explore immunotherapy response. …”
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Design of Matching and Decoupling Networks With Radiation Pattern Control for Two-Element Antenna Arrays by Son Vu, Hung Luyen

“…We present an analytical approach for designing a matching and decoupling network (MDN) with radiation pattern control feature for two-element arrays. The antenna radiation pattern can be synthesized by formulating the S-matrix of the MDN to provide the desired excitation signals to the two antenna elements. …”
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Improvement and Optimization of Feature Selection Algorithm in Swarm Intelligence Algorithm Based on Complexity by Bingsheng Chen, Huijie Chen, Mengshan Li

“…Feature selection, as an effective data processing method, has become a hot research topic in the fields of machine learning, pattern recognition, and data mining and has received extensive attention and attention. …”
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Vegetation Succession Patterns at Sperry Glacier’s Foreland, Glacier National Park, MT, USA by Ami Bryant, Lynn M. Resler, Dianna Gielstra, Thomas Pingel

“…Plant colonization patterns on deglaciated terrain give insight into the factors influencing alpine ecosystem development. …”
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STRUCTURAL AND DYNAMIC DISTRIBUTION PATTERNS OF OIL FIELDS IN THE CENTRAL PART OF THE VOLGA-URAL ANTECLISE by S. Yu. Kolodyazhny, A. I. Nekrasov

“…Tectonical and development features of the central part of the Volga-Ural anteclise and the Sura-Kama (SK) shear zone are considered in connection with the distribution patterns of oil fields. …”
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Distribution patterns of gas content in Vorobyov deposits within the southern dip of the Buzuluk depression by D. D. Mikhalchenko, P. N. Strakhov, G. N. Potemkin, I. D. Loginov

“…Despite the relatively high level of knowledge, due to the complex structure and features of fluid dynamics, the development of mature deposits is accompanied by a number of challenges and remains relevant for further research.Aim. …”
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Intelligent pattern design using 3D modelling technology for urban sculpture designing by Wei Wan

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Is Arend Lijphart’s Pattern Still Valid? Political Parties, Interest Groups, Pluralism and Corporatism by Jacek Sroka

“…This may not completely undermine one of the important features that distinguish majoritarian and consensual patterns of democracy, but it should certainly encourage updating their analyses, assessments and predictions of further development trajectories. …”
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The contribution of estuarine ecosystems to fishers’ migration patterns and livelihood adaptation along Ghana’s coast by Cynthia Kutir, Samuel K. M. Agblorti, Benjamin B. Campion

“…This study assessed the contribution of estuarine ecosystems to fishers’ migration patterns for livelihood adaptation along the coast of Ghana. …”
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A Point-of-Care Diagnostic Method Using Desiccation Patterns of Blood Sessile Droplets by Hui He, Lujia Xuan, Yihe Lin, Min Zhang, Junjie Mou, Ruoyang Chen

“…The evaporation of a blood sessile droplet on a solid substrate generates distinctive desiccation patterns. These patterns have been identified as a potential tool for interpreting the pathological information of donors, since their morphological features encode pathological indicators linked to blood-related disorders. …”
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An investigation into the spatial distribution patterns and influencing factors of fortresses in Tianshui, Gansu Province, China by Shangzhou Song, Shaohua Wang, Xiao Li, Zhengbo Wang, Liang Zhou, Cheng Su, Dachuan Xu, Jiayi Zheng, Zhuonan Huang, Haojian Liang, Junyuan Zhou

“…It further deepens the theoretical understanding of the evolutionary patterns of special cultural landscapes and provides targeted reference materials for the protection of local traditional culture, heritage tourism development, and related practical applications.…”
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Transcriptional patterns of cancer-related genes in primary and metastatic tumours revealed by machine learning by Faeze Keshavarz-Rahaghi, Erin Pleasance, Steven J. M. Jones

“…While genes like TP53 and CDKN2A exhibited unique pan-cancer transcriptional patterns, others like ATRX, BRAF, and NRAS showed tumour-type-specific expression patterns. …”
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Anisotropic rock physics characteristics and patterns of pore-fracture type tight sandstone reservoirs by Juncheng Dai, Yuanyuan Yan, Wei Wei, Cheng Xi, Guangguang Yang, Jun Yao

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A Passive Experiment on Route Bus Speed Change Patterns to Clarify Electrification Benefits by Yiyuan Fang, Wei-Hsiang Yang, Yushi Kamiya

“…However, with motor-driven vehicles, the driver does not need to be too concerned about the speed change patterns during acceleration. This characteristic also suggests a benefit in terms of the electrification of buses.…”
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PFVnet, a feature enhancement network for low recognition coal and rock images by Cai Han, Zhenwen Liu, Shenglei Zhao, Yubo Li, Yanwei Duan, Xinzhou Yang, Chuanbo Hao

“…We characterized the grayscale and texture feature patterns of coal-rock media under varying degrees of interference and established a comprehensive multi-element image training sample library. …”
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Machine Learning-Driven Acoustic Feature Classification and Pronunciation Assessment for Mandarin Learners by Gulnur Arkin, Tangnur Abdukelim, Hankiz Yilahun, Askar Hamdulla

“…Based on acoustic feature analysis, this study systematically examines the differences in vowel pronunciation characteristics among Mandarin learners at various proficiency levels. …”
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