NK‐type large granular lymphocyte leukemia comes of age by Gianpietro Semenzato, Antonella Teramo, Gregorio Barilà, Giulia Calabretto, Elisa Rampazzo, Elena Buson, Renato Zambello

“…Patients with NK‐LGLL typically present with an expansion of mature NK cells displaying large granular lymphocyte morphology, a restricted killer Immunoglobulin‐like receptor pattern and genetic lesions, including TET2, CCL22, and STAT3 mutations. …”
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Fatigue Resistance of Asphalt Concrete Pavements. Peculiarity and Assessments of Potentials by Zhongyu Li, Tingguo Liu, Jicun Shi, Uladzimir Veranko, Vitali Zankavich

“…This situation is a significant feature of the behaviour of asphalt concrete, which opens the way for the development of certain approaches to the analysis of their properties, evaluation of reliability and durability. …”
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Predicting depressive symptoms through social support: a machine learning approach in military populations by Kun-Huang Chen, Pao-Lung Chiu, Ming-Hsuan Chen

“…Subgroup analyses demonstrated similarly high prediction performance, measured by AUPRC, across gender, SES, and future orientation subgroups. Feature importance analyses using the Gini index indicated that different support sources (e.g. leader, peer, senior student) played varying roles across subgroups.Conclusions: Machine learning approaches demonstrate high AUPRC in predicting depressive symptoms and reveal nuanced subgroup patterns in perceived social support needs. …”
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Edge-optimized multimodal cross-fusion architecture for efficient crop disease detection by Thomas Kinyanjui Njoroge, Kelvin Mugoye Shindu, Rachael Kibuku

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Machine learning based insights into cardiomyopathy and heart failure research: a bibliometric analysis from 2005 to 2024 by Muhammad Junaid Akram, Muhammad Junaid Akram, Asad Nawaz, Asad Nawaz, Yuan Yuxing, Yuan Yuxing, Jinpeng Zhang, Jinpeng Zhang, Huang Haixin, Huang Haixin, Lingjuan Liu, Lingjuan Liu, Xu Qian, Jie Tian, Jie Tian

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Optical Fiber Vibration Signal Recognition Based on the EMD Algorithm and CNN-LSTM by Kun Li, Yao Zhen, Peng Li, Xinyue Hu, Lixia Yang

“…This method successfully addresses the challenge of φ-OTDR pattern recognition and provides valuable insights for the development of practical engineering products.…”
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Multifractal based topological characterization of perovskite crystal and predictive analysis on its physical properties by K. Yogalakshmi, D. Easwaramoorthy

“…Therefore, GFD aids to understand how the fractal nature, connectivity, and branching of the crystal affect its properties in the growth pattern of the CaTiO3 crystal structure.…”
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DIET OF YOUNG PEOPLE WITH PREDIABETES by Наталья Васильевна Тапешкина, Наталья Сергеевна Алексеева, Сергей Николаевич Филимонов

“…The presence of bad habits, lifestyle features, motor activity and diet was assessed according to a specially developed questionnaire. …”
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Experimental Study on Circulation Cooling in Novel Diaphragm Compressor by Yang Qiaoming, Wang Gaofeng, Zhao Zhaorui

“…To promote the development of hydrogen fuel cells, this paper designs a new diaphragm compressor that features diaphragm head wrap-around cooling. …”
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O2O Recycling Closed-Loop Supply Chain Modeling Based on Classification Process considering Environmental Index by Shidi Miao, Di Liu, Junfeng Ma

“…It is premised on the double lines of online service platform and offline recycling service system, thus forming a pattern of online disposal and offline trading. This mode is capable of integrating upstream and downstream resources on the network platform, creating a recycling and processing mode for the entire industry chain of waste sorting, and developing a circular development mode featuring “resources-products-waste-renewable resources” to realize the recycling of resources. …”
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Numerical Simulation and Experimental Studies of Karst Caves Collapse Mechanism in Fractured-Vuggy Reservoirs by Liwen Guo, Shuoliang Wang, Liming Sun, Zhihong Kang, Chenjun Zhao

“…Karst cave collapse usually occurs during the process of drilling and reservoir development. Karst cave collapse increases drilling risk and seriously affects oil production. …”
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Spatial differences and formation mechanisms of innovation ecosystem dynamic operational efficiency along the yellow river by Xiaoni Kong, Shuliang Jin, Hongchao Zhao

“…The efficiency of spatial distribution in the upstream and midstream basins shows a left-skewed and polarized pattern, whereas the downstream basins exhibited a right-skewed distribution with less pronounced polarization. …”
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A Hypoxia-Related lncRNA Signature Correlates with Survival and Tumor Microenvironment in Colorectal Cancer by Xinyang Zhong, Xuefeng He, Yaxian Wang, Zijuan Hu, Deshui Yu, Huixia Huang, Senlin Zhao, Ping Wei, Dawei Li

“…However, the role of hypoxia-related lncRNAs (HRLs) in colorectal cancer (CRC) development remains largely unknown. Herein, we developed a hypoxia-related lncRNA signature to predict patients’ survival and immune infiltration. …”
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The value of MRI in differentiating ovarian clear cell carcinoma from other adnexal masses with O-RADS MRI scores of 4–5 by Lingling Lin, Le Fu, Huawei Wu, Saiming Cheng, Guangquan Chen, Lei Chen, Jun Zhu, Yu Wang, Jiejun Cheng

“…Abstract Objective To assess the utility of clinical and MRI features in distinguishing ovarian clear cell carcinoma (CCC) from adnexal masses with ovarian-adnexal reporting and data system (O-RADS) MRI scores of 4–5. …”
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Proteomic profiling of cotton fiber developmental transition from cell elongation to secondary wall deposition by Zhou Xiaoyun, Hu Wenran, Li Bo, Yang Yang, Zhang Yong, Thow Kieran, Fan Ling, Qu Yanying

“…Strikingly, a large proportion of differentially expressed proteins (DEPs) were identified at 19–23 dpa in Gh and at 23–27 dpa in Gb, corresponding to their fiber developmental transition timing. To better understand fiber transitional development, we comparatively analyzed those DEPs in 19–23 dpa of Gh vs. in 23–27 dpa of Gb, and noted that these cotton species indeed share fundamentally similar fiber developmental features under the biological processes. …”
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Space Gene Quantification and Mapping of Traditional Settlements in Jiangnan Water Town: Evidence from Yubei Village in the Nanxi River Basin by Yuhao Huang, Zibin Ye, Qian Zhang, Yile Chen, Wenkun Wu

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Sql injection detection using Naïve Bayes classifier: A probabilistic approach for web application security by Lu Zhexi

“…Feature extraction is later employed to identify patterns and characteristics commonly associated with SQL injection, such as certain SQL clauses and logical operators. …”
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Classification of power grip and precision grip in children using an EIT-based tactile sensor by Ryunosuke Asahi, Shumpei Toriyama, Yasuyo Minagawa, Shunsuke Yoshimoto, Hiroki Sato

“…These results demonstrate that the basic grasp patterns in children can be accurately classified using a tomographic tactile sensor. …”
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AMCL: supervised contrastive learning with hard sample mining for multi-functional therapeutic peptide prediction by Jiwei Fang, Henghui Fan, Jintao Zhao, Jianping Zhao, Junfeng Xia

“…The field faces challenges such as long-tail distribution problems, data sparsity, and complex label co-occurrence patterns due to peptides’ multi-functional nature. …”
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Hermeneutics and its New Tendencies: to the Question of Aesthetic Paradigm Change by N. F. Shcherbak

“…The work examines the main vector of development of contemporary literary and hermeneutics studies. …”
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