Development and validation of a machine learning model for predicting vulnerable carotid plaques using routine blood biomarkers and derived indicators: insights into sex-related ri... by Yimin E, Zhichao Yao, Maolin Ge, Guijun Huo, Jian Huang, Yao Tang, Zhanao Liu, Ziyi Tan, Yuqi Zeng, Junjie Cao, Dayong Zhou

“…Abstract Background Early detection of vulnerable carotid plaques is critical for stroke prevention. This study aimed to develop a machine learning model based on routine blood tests and derived indices to predict plaque vulnerability and assess sex-specific risk patterns across biomarker value ranges. …”
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Assessing the impact of urban morphology on community resilience in sustainable urban development: A case study of the historic urban fabric of Kerman by Mohammad Dabdabeh, Yashar Gharachamani Asl, Amir Hossein Farahinia

“…The physical expansion of a city, when not properly aligned with its natural and historical structures, can lead to failures in urban development processes, particularly in cities with distinctive natural features. …”
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Service or Devotion? Motivation Patterns of Russian Researchers by Natalia Shmatko, Galina Volkova

“… Most current studies of high-skilled personnel argue that the intrinsic personal motivation is their main feature and this motivation has a non-linear connection with external management actions. …”
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Nosocomial Legionnaires’ Disease: Clinical and Radiographic Patterns by Thomas J Marrie, David Haldane, Gregory Bezanson

“…One-half of the patients developed nosocomial Legionnaires’ disease within three weeks of admission. …”
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Accounting and legal aspects of ensuring economic security when disclosing information in accounting (financial) statements by I. D. Matskulyak, V. M. Svistunov, S. V. Gulua

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IMMUNOLOGICAL FEATURES OF SEPSIS PHENOTYPES AND ENDOTYPES by Mariia B. Potapova, Vitaly V. Zverev, Maxim A. Babaev, Ekaterina A. Bogdanova, Oksana O. Grin, Irina B. Semenova, Ekaterina A. Meremianina, Oxana A. Svitich

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Radicalized discourse: Definition, structure, and features by E.S. Palekha

“…A discourse description of aggressive texts published on the Internet was performed. The patterns of such linguistic behavior on the Internet that involves various manifestations of verbal aggression and deviance were analyzed. …”
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The global ecology of bird migration: patterns and processes by Marius Somveille

“…Using a dataset on the geographical distributions of the world’s birds, I mapped global patterns of migratory bird diversity, revealing strong spatial features. …”
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EPILEPSY IN ELDERLY PATIENTS (DIAGNOSTIC FEATURES) by S. A. Gulyaev, I. V. Arkhipenko

“…However, there is actually no real pattern of incidence of epilepsy in the elderly since the diversity and features of its clinical manifestations in these patients, as well as difficulties in describing their status make the diagnosis of the disease very hard in this category of patients. …”
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ANALYSIS OF ECONOMIC THOUGHT IN THE CONTEXT OF PREREQUISITES FOR THE DEVELOPMENT OF CLUSTER FORMATIONS IN THE WORKS OF FOREIGN SCIENTISTS by Anastasiia O. Vasylchenko, Olena V. Dymchenko

“…The authors present the evolution of the formation and development of the cluster approach in Economics in Western Economic Thought, give the author’s definition of the concept of “cluster” and describe the common features characteristic of clusters, provide reasoned conclusions.…”
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Exploring Energy-Efficient Design Strategies in High-Rise Building Façades for Sustainable Development and Energy Consumption by Hasan Kalwry, Cemil Atakara

“…All these strategies help to improve the operational efficiency, environmental sustainability, and stability of built environments in growing, developed urban areas.…”
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Research on the Decoding and Innovative Design Framework of the Chinese Song Brocade Eight-Treasures Halo Pattern (Badayun Pattern) Based on Gene Theory by Chenlu Wang, Tianchen Mei, Chen Yang, Yibei Xie, Hongbo Wang

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Simulation and Quantitative Analysis of Spatial Centromere Distribution Patterns by Adib Keikhosravi, Krishnendu Guin, Gianluca Pegoraro, Tom Misteli

“…As a complementary approach, we also developed and validated spatial models to replicate centromere distribution patterns, and we show that a radially shifted Gaussian distribution best represents the centromere patterns seen in human cells. …”
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Analyzing Repetitive Narrative Patterns in Samad Behrangi’s Stories by Moharram Rezayati kishekhaleh, Mina Mehr Afarin

“…Beyond its aesthetic function in conveying the author's ideas, this repetitive narrative patterning also had a significant impact on the development of the reader's personality.Identifying the details and dynamics of this constructive and effective narrative element can open new avenues for young writers seeking to advance Iranian children's literature. …”
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Financing Patterns of Russian Innovative Enterprises: Empirical Evidence by O. N. Korableva, A. Maarouf

“…Taking into account the identified features of the financial structure of companies, it is necessary to develop measures aimed at stimulating innovation, taking into account the specifics of various types of enterprises. …”
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Learning by precedents based on the analysis of the features properties by V. V. Krasnoproshin, V. G. Rodchanka

“…An algorithm that allows paralleling of the learning process and performing it in the automatic mode has been developed in this approach. A possibility to use this method for automatic detection and interpretation of hidden, previously unknown patterns in data mining tasks is presented.…”
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Iso-stress architecture from mineral foliation patterns by Juan D. Ospina-Correa, Daniel A. Olaya-Muñoz, Robinson Rúa Patiño, Stiven Villada-Gil, Juan P. Hernández-Ortíz

“…Here, we demonstrate that mimicking microstructural features found in metamorphic rocks, specifically the sigmoid foliation patterns characteristic of syntectonic porphyroblasts, enables control over the mechanical response of polycrystalline aggregates under deformation. …”
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Dark Surfer-A Dark Pattern Analyzer & Classifier by Babu K. Srinivas, Nithin Bangari Sai, Raghuram E., Bharath A.

“…To avoid us cases we had come up with a website, which helps in analysing the dark patterns and detect them using URLS. We develop a classifier trained on a dataset of label UI elements, encompassing various types of dark patterns and benign design features. …”
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Study on Error Pattern of Consonant of Children with Functional Dysarthria by Zhihong DU, Bingwei PENG, Siyuan YANG, Zhifang HUANG, Zhuoming CHEN

“…The phonological acquisition of children under disease state is similar to normal children, and the error pattern is related to pronouncing part. When developing the rehabilitation program, the characteristics of disordered consonants should be considered.…”
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Distinctive features of internally driven magnetotail reconnection by M. I. Sitnov, V. G. Merkin, P. L. Pritchett, M. Swisdak

“…The instability drives the change of magnetic field topology internally, without any external forcing. The distinctive features of this regime are: previously unreported Hall magnetic field patterns; energy conversion near the dipolarization front prior to the X line formation; asymmetry of the energy conversion, plasma heating, and anisotropy relative to the X line, with regions of ion and electron heating out of phase both along and across the tail. …”
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