Entropy, Irreversibility, and Time-Series Deep Learning of Kinematic and Kinetic Data for Gait Classification in Children with Cerebral Palsy, Idiopathic Toe Walking, and Hereditar... by Alfonso de Gorostegui, Massimiliano Zanin, Juan-Andrés Martín-Gonzalo, Javier López-López, David Gómez-Andrés, Damien Kiernan, Estrella Rausell

“…Existing methods often isolate the analysis of gait variables, overlooking the whole complexity of biomechanical patterns and variations in motor control strategies. …”
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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

“…CA125, HE4, CEA, ROMA, endometriosis, shape, parity, unilocular, component, the growth pattern of mural nodules, high signal on T1WI, number of nodules, the ratio of signal intensity, and the ADC value were significantly different between CCCs and non-CCCs. …”
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Neuroendocrine tumors of the digestive system: pathologic and molecular characteristics by V. V. Delektorskaya

“…In contrast, poorly differentiated neuroendocrine carcinomas have diffuse growth pattern, high-grade nuclear atypia and cellular proliferation, necrosis. …”
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The Origin of the Matter Matters: The Influence of Terrestrial Inputs on Coastal Benthic Microeukaryote Communities Revealed by eDNA by Mathisse Meyneng, Raffaele Siano, Naïna Mouras, Dominique Ansquer, Christine Laporte‐Magoni, Florence Antypas, Thomas Haize, Hugues Lemonnier

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Metagenomic analysis revealing links between age, gut microbiota and bone loss in Chinese adults by Yufeng Li, Zhun Shi, Xiuying Zhang, Huahui Ren, Hongyi Ji, Fangming Yang, Zuodi Fu, Xiangshuang Kong, Xiaoguang Cheng, Junhua Li, Kui Wu, Yiyi Zhong, Huanzi Zhong, Linong Ji

“…Moreover, we demonstrated that individuals with enterotype Bacteroides exhibited a more pronounced age-related decline in BMD compared to those with enterotype Prevotella, a pattern we validated in an independent cohort. Our findings offer valuable insights into BMD-related gut microbial features and interactions between aging, gut microbiota, and bone loss, opening potential avenues for microbiota-based prevention and treatment strategies for osteoporosis.…”
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Identification of the Casparian strip integrity factor (CIF) gene family in Brassica napus and functional prediction of mature CIF small peptides by Miao Cheng, Hanbing Hu, Rui Chen, Ling He, Shanshan Wang, Yuling Zheng, Jiten Yadav, Hosam O. Elansary, Nisha Jaswal, Deepak Bhanot, Changli Zeng, Xiaoyun Liu

“…Conclusion Our study comprehensively identified BnCIFs in Brassica napus from aspects such as gene structure, phylogeny, chromosomal location, duplication and recombination, expression patterns, structural characteristics, conservation of mature small peptides after cleavage and processing, and their ability to bind to receptors. …”
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Bioprinting of bespoke islet-specific niches to promote maturation of stem cell-derived islets by Myungji Kim, Seungyeun Cho, Dong Gyu Hwang, In Kyong Shim, Song Cheol Kim, Jiwon Jang, Jinah Jang

“…Here, we bioengineer the in vivo-like pancreatic niches by optimizing the combination of pancreatic tissue-specific extracellular matrix and basement membrane proteins and utilizing bioprinting-based geometrical guidance to recreate the spatial pattern of islet peripheries. The bioprinted islet-specific niche promotes coordinated interactions between islets and vasculature, supporting structural and functional features resembling native islets. …”
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Computer-Aided Application in Medicine and Biomedicine by Qi-Ming Liao, Wahab Hussain, Zhong-Xia Liao, Sarfraz Hussain, Zhi-Liang Jiang, Yong-Hao Zhu, Huang-Yin Luo, Xin-Ying Ji, Hong-Wei Wen, Dong-Dong Wu

“…It explores diverse computer applications in medicine, including simulations, modeling, data visualization, and advanced data processing. Pattern classification techniques, decision support systems, and the integration of supercomputers—particularly in drug development—are discussed, alongside natural user interfaces and the application of Computer Methods and Programs in Biomedicine, with attention to human–computer interface integration. …”
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Conceptual foundations of a REFRAME-based approach to discriminate across total knee implant designs based on the positions of functional centres of rotation by Adrian Sauer, Ariana Ortigas-Vásquez, Christoph Thorwaechter, Peter E. Müller, Henning Windhagen, Allan Maas, Thomas M. Grupp, William R. Taylor, Matthias Woiczinski

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Analysis of clinical phenotypes and genotypes of congenital deafness caused by rare variants in GJB2 by Xuxu Zhao, Huan Chi, Yan Bai, Yu Lu, Wenyu Xiong, Houyong Kang, Cheng Zhang

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On Generalized Overlap and Grouping Indices in n-Dimensional Contexts by Tiago Asmus, Graçaliz Dimuro, Giancarlo Lucca, Cedric Marco-Detchart, Helida Santos, Heloisa Camargo, Humberto Bustince

“…However, the concepts of overlap/grouping indices have not been generalized in similar pattern. Since the associative property may not hold, their application in n-dimensional domains, for comparing more than two fuzzy sets at a time, is not immediate, which limit their application in such contexts. …”
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Optical properties, inclusions, and chemical composition of blue corundum from the Stazh-2 deposit, South-Western Pamir by A. K. Litvinenko, D. B. Vandanova, O. A. Shilova, S. B. Pakhomova

“…Areas with chromium exhibit sharp rectilinear boundaries. (3) Zircon, diaspore, boehmite, muscovite, calcite, as well as gas-liquid inclusions with CO2, were determined in the composition of blue corundum. (4) Two color generations due to newly formed fractures and minerals were identified. (5) The inclusions of diaspore, boehmite, muscovite, and calcite are the result of the hydration and carbonation reactions that occurred between corundum and anorthite at later development stages. (6) The blue corundum samples contained Ti and Fe with a predominance of Ti over Fe, which is a distinctive feature of the Stazh-2 deposit from other deposits of blue corundum and sapphires.Conclusion. …”
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Comparative evaluation of machine learning models for extreme river water level forecasting in Bangladesh: Implications for flood and drought resilience by Md Touhidul Islam, Sujan Chandra Roy, Nusrat Jahan, Al-Mahmud, Md Mazharul Islam, Abdullah Al Ferdaus, Kazunori Fujisawa, A.K.M. Adham

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Profiling antivaccination channels in Telegram: early efforts in detecting misinformation by Aelita Skarzauskiene, Monika Maciuliene, Aiste Dirzyte, Gintare Guleviciute

“…This study addresses the methodological gap in capturing and analysing misinformation on Telegram, with a particular focus on the anti-vaccination community.MethodsThe research was conducted in three phases: (1) a structured review of literature on misinformation dissemination via Telegram, (2) development of a conceptual framework incorporating features of message creators, message content, intended targets and broader social context, and (3) application of this framework to anti-vaccination Telegram channels using latent profile analysis (LPA). …”
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"Quattuor sanctissimi episcopi": not just St. Patrick by O. A. Kuchtenkova

“…The aim of the article is to place the aforementioned Saints within the life of the Irish society and Church; distill their distinctive features, spiritual, and social role within the early Medieval Church of Ireland (by analysing narrative patterns, genealogies, and mentions); and describe the development of their modern-day cult. …”
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A Novel Chaotic Neural Network Using Memristive Synapse with Applications in Associative Memory by Xiaofang Hu, Shukai Duan, Lidan Wang

“…The proposed memristive CNN has four significant features: (1) nanoscale memristors can simplify the synaptic circuit greatly and enable the synaptic weights update easily; (2) it can separate stored patterns from superimposed input; (3) it can deal with one-to-many associative memory; (4) it can deal with many-to-many associative memory. …”
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On the role of knowledge graphs in AI-based scientific discovery by Mathieu d’Aquin

“…Indeed, the ability of such models to extrapolate from data, seemingly finding unknown patterns relating implicit features of the objects under study to their properties can, at the very least, help accelerate and scale up those studies as demonstrated in fields such as molecular biology and chemistry. …”
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Coastal environmental changes in Ninh Thuan Province, South-Central Vietnam. by Bijeesh Kozhikkodan Veettil, Siham Acharki, Vikram Puri, Vanna Teck

“…Additionally, aquaculture and salt marshes have expanded significantly, changing land use patterns. These findings highlight the urgent need for integrated coastal zone management to mitigate environmental degradation and enhance ecosystem resilience. …”
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CIRCUIT-DESIGN SOLUTIONS AND INFORMATION SUPPORT OF CITY ELECTRIC NETWORKS IN THE CONDITIONS OF THE SMART GRID by M. I. Fursanov

“…Therefore, the present article presents and features the main directions of development of automatic control modes of the SMART GRID.…”
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Designed for safety: characteristics and trends in crime prevention through environmental design research by Yu Wen, Hong Qi, Tao Long, Xinjia Zhang

“…This helps to propose crime prevention strategies for new social issues and crime patterns, thereby providing strong support for the sustainable development of cities.…”
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