LANGUAGE SPACE OF NEURAL NETWORKS: FEATURES AND DIFFERENCES FROM NATURAL LANGUAGE by Natalia B. Egorchenkova, Olga V. Korobova

“…These features include attachment to keywords in the task, potential loss of the main idea, inconsistency with required style, repetition of similar ideas, lack of specific facts or personal experiences, and limitations in vocabulary, linguistic patterns, and grammatical structures. …”
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Clinical features and outcomes of Rhegmatogenous Retinal Detachments in Acute Retinal Necrosis by Shabtab Nasir, Samreen Mehfooz, Soumyava Basu, Rajeev R. Pappuru, Mudit Tyagi

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Keywords, morpheme parsing and syntactic trees: features for text complexity assessment by Dmitry A. Morozov, Ivan A. Smal, Timur A. Garipov, Anna V. Glazkova

“…In most situations, morphemic characteristics turned out to be more effective than previously described methods for assessing the lexical complexity of a text: the frequency of words and the occurrence of word-formation patterns. The use of an extensive set of syntactic features allowed, in most cases, to improve the quality of work of neural network models in comparison with the previously described set.…”
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Evaluation of Features in Probably Benign and Malignant Nonmass Enhancement in Breast MRI by Nasrin Ahmadinejad, Fahimeh Azizinik, Pershang Khosravi, Ala Torabi, Amirhassan Mohajeri, Arvin Arian

“…MRI features of NME findings including the location, size, distribution and enhancement pattern, kinetic curve, diffusion restriction, and also pathology result or 6-12-month follow-up MRI were evaluated and analyzed in each group (probably benign or suspicious NME). …”
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Young-Onset Amyotrophic Lateral Sclerosis: Genetic Structure and Phenotypic Features by Denis V. Shevchuk, Natalya Yu. Abramycheva, Arina R. Protsenko, Darya A. Grishinа, Angelina G. Makarova, Maria N. Zakharova

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ROCK FRACTURES NEAR FAULTS: SPECIFIC FEATURES OF STRUCTURAL‐PARAGENETIC ANALYSIS by Yu. P. Burzunova

“…The new approach to structural‐paragenetic analysis of near‐fault fractures [Seminsky, 2014, 2015] and specific features of its application are discussed. This approach was tested in studies of fracturing in West Pribaikalie and Central Mongolia. …”
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How key features of early development shape deep convective systems by Sophie Abramian, Caroline Muller, Camille Risi, Thomas Fiolleau, Rémy Roca

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Morphodynamic Features of Contrast-Enhanced Mammography and Their Correlation with Breast Cancer Histopathology by Claudio Ventura, Marco Fogante, Elisabetta Marconi, Barbara Franca Simonetti, Silvia Borgoforte Gradassi, Nicola Carboni, Enrico Lenti, Giulio Argalia

“…This study investigates the relationship between CEM morphodynamic features and histopathological characteristics of BC. …”
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Isolated carcinomatosis of the abdominal cavity in women: the features of immunophenotypes and morphometric parameters. by О. V. Poslavska, I. S. Shponka, O. A. Savchenko, M. Yu. Petrova

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Differentiating biomarker features and familial characteristics of B-SNIP psychosis Biotypes by David A. Parker, Rebekah L. Trotti, Jennifer E. McDowell, Sarah K. Keedy, Matcheri S. Keshavan, Godfrey D. Pearlson, Elliot S. Gershon, Elena I. Ivleva, Ling-Yu Huang, Kodiak Sauer, S. Kristian Hill, John A. Sweeney, Carol A. Tamminga, Brett A. Clementz

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Radiological features of gait phenotypes in patients with idiopathic normal pressure hydrocephalus by Silvia Nicolosi, Silvia Nicolosi, Massimiliano Todisco, Massimiliano Todisco, Matteo Paoletti, Eduardo Caverzasi, Eduardo Caverzasi, Francesco Tarantino, Elena Ballante, Francesca Valentino, Roberta Zangaglia, Silvia Figini, Silvia Figini, Giuseppe Cosentino, Giuseppe Cosentino, Claudio Pacchetti, Anna Pichiecchio, Anna Pichiecchio

“…We aimed to understand the neuroimaging correlates of iNPH phenotyping into different gait patterns, by assessing specific radiological features and their correlations with clinical scores.MethodsWe enrolled 86 probable iNPH patients (53 males; age range: 69–88 years), who underwent a comprehensive clinical assessment, including neuropsychological tests, and a conventional MRI scan. …”
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Morphological Features of Red Blood Cells in Patients with Severe Concomitant Injury by V. V. Moroz, E. A. Myagkova, V. A. Sergunova, O. E., Gudkova, D. A. Ostapchenko, A. M Chernysh, V. I. Reshetnyak

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Enhanced Radar Signal Classification Using AMP and Visibility Graph for Multi-Signal Environments by Ji-Hyeon Kim, Soon-Young Kwon, Hyoung-Nam Kim

“…In the first stage, AMP analysis groups radar reception signals into broad categories, which reduces noise and isolates signal features. In the second stage, a visibility graph technique is applied to refine these classifications, enabling the practical separation of radar signals with overlapping or similar amplitude features. …”
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Multiscale feature fusion and enhancement in a transformer for the fine-grained visual classification of tree species by Yanqi Dong, Zhibin Ma, Jiali Zi, Fu Xu, Feixiang Chen

“…The MFF module aims to strike a balance between global and local feature extraction. The DFE module is employed to mitigate the impact of background noise, whereas the TFE module is used to enhance the feature extraction associated with complex textures and spatial patterns. …”
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Clients Purchasing Tendency Community Classification in E-Commerce Scenario: Multi-Feature Search for Densely Distributed Clients in Huge Network by Mingyuan Li, Chun-Ming Yang, Yi-Wei Kao

“…This allows us to project complex purchasing patterns into a structured, hidden feature space. From this space, we construct a similarity-driven huge network. …”
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GL-ST: A Data-Driven Prediction Model for Sea Surface Temperature in the Coastal Waters of China Based on Interactive Fusion of Global and Local Spatiotemporal Information by Ning Song, Jie Nie, Qi Wen, Yuchen Yuan, Xiong Liu, Jun Ma, Zhiqiang Wei

“…These data-driven techniques often utilize classic convolutional networks (CONV) and long short-term memory networks (LSTM) to extract spatial and temporal features. Leveraging these spatiotemporal multimodal features enhances the analysis of evolving patterns in sea surface temperature over time and space, thereby improving prediction accuracy. …”
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Palm Vein Verification Using Multiple Features and Locality Preserving Projections by Ali Mohsin Al-juboori, Wei Bu, Xiangqian Wu, Qiushi Zhao

“…New palm vein features extraction methods, global feature extracted based on wavelet coefficients and locality preserving projections (WLPP), and local feature based on local binary pattern variance and locality preserving projections (LBPV_LPP) have been proposed. …”
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THE FEATURES OF ANTENNA ARRAY RADIATOR EXCITATION AMPLITUDE RANDOM ERRORS EFFECT by A. P. Joubko, A. A. Popov

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Multimodal imaging features of choroidal neovascularization secondary to non-infectious uveitis by YANG Shishi, WEN Feng, ZHANG Xiongze, CHEN Xuelin, GAN Yuhong

“…[Objective] To evaluate the clinical characteristics and multimodal imaging features of non-infectious inflammatory choroidal neovascularization (iCNV). …”
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FEATURES OF TRACE ELEMENT COMPOSITION OF BERYL FROM THE URALIAN IZUMRUDNYE KOPI by A.K. Gavrilchik, S.G. Skublov, E.L. Kotova

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