Data quality and uncertainty issues in flood prediction: a systematic review by Jinhui Yu, Yichen Li, Xiao Huang, Xinyue Ye

“…These datasets often suffer from issues such as incompleteness, inconsistency, and accuracy deficits, further complicated by uncertainties arising from complex spatial features and environmental changes. The literature proposes a range of solutions, including the development of innovative methodologies, model construction, and comparative analysis, to address these challenges. …”
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Technical innovations and their representations in post-modern arts (Op art as a model) by Hussein Jabbar Mohammad

“…All aspects of science, including human approaches, are affected by technological development. This prompted the artist to search for what art is and its new patterns, which depend on the link between the elements of space, light and movement in order to create the new kinetic beauty that evokes sensations at the same time.          …”
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Resilience of the transit-oriented built environment against COVID-19 transmission: Evidence from major urban communities in Wuhan city by Yangguang Xiao, Hsi-Chuan Wang, Kojiro Sho

“…This study investigates how features of the built environment within transit-oriented development-guided (TOD-guided) communities influenced COVID-19 transmission patterns in Wuhan. …”
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Mental disorders in endocrinopathies by N. A. Kosenko, B. D. Tsygankov, V. G. Kosenko, M. I. Ageev, G. T. Krasil'nikov, E. F. Chebagina

“…Outlines the main clinical forms of mental disorders, as well as analyzes the patterns of their clinical dynamics. Marked clinical manifestations caused by a non-specific impact of endocrine dysfunction, as well as the specific features of each individual endocrinopathy. …”
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Integrated neural network framework for multi-object detection and recognition using UAV imagery by Mohammed Alshehri, Tingting Xue, Tingting Xue, Ghulam Mujtaba, Yahya AlQahtani, Nouf Abdullah Almujally, Ahmad Jalal, Ahmad Jalal, Hui Liu, Hui Liu, Hui Liu

“…LSTM networks are integrated to predict vehicle trajectories based on temporal patterns, and a combination of DenseNet and SuperPoint is utilized for robust feature extraction. …”
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Explainable Predictive Model for Suicidal Ideation During COVID-19: Social Media Discourse Study by Salah Bouktif, Akib Mohi Ud Din Khanday, Ali Ouni

“…To address the stigma associated with mental illness, social media is used to examine language patterns in posts related to suicide. This strategy enhances the comprehension and interpretation of suicidal ideation. …”
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Modern trends in the health care system of Russia: drop or rise by Yuliya Zh. Sadykova

“…Banin, McKee Martin and others).The main directions of development of the national medicine for the specified period of time, its characteristic features and problems of concern that cause dysfunction in the work of the health care protection mechanism for the citizens were identified in the context of the dynamics in such statistical indexes as the total number of hospital and outpatient clinics, hospital beds in them, the number of doctors and the state of morbidity of the population, published by the Federal State Statistics Service.As a research task, attempts were made to assess the impact of changes in these indexes on the state of Russian health care over the period as a whole. …”
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A Machine Learning Approach to Adapt Local Land Use Planning to Climate Change by Julia Forster, Stefan Bindreiter, Birthe Uhlhorn, Verena Radinger-Peer, Alexandra Jiricka-Pürrer

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Data-driven intelligent productivity prediction model for horizontal fracture stimulation by Qian Li, Yiyong Sui, Mengying Luo, Bin Guan, Lu Liu, Yuan Zhao

“…Additionally, the influence patterns of proppant volume on well productivity were comprehensively analyzed to optimize reasonable proppant volumes for different wells and intervals. …”
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THEORY AND HISTORY OF ART TUITION AT SECULAR AND RELIGIOUS EDUCATION INSTITUTIONS IN THE 19TH AND EARLY 20TH CENTURIES by A. M. Kopirovsky

“…It is necessary to provide both new forms and methods of teaching, and judgment of the ways of conducting educational process existing earlier.The aim of the research is to identify specific features of academic subject formation patterns, in particular, the forms and stages of transitioning from random aesthetic knowledge acquisition («perception of beauty») towards more comprehensive curricula saturated with visual and factual information; and the nature of subject-specific tuition.Methodology and research methods involve the retrospective analysis of the archival materials, documents and other sources concerning the declared subject; generalization and projection of experience of the past to modern realities.Results and scientific novelty. …”
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Overview of the histopathological and immunohistochemical characteristics of neuroendocrine neoplasms by Sonia L. El-Sharkawy, Manal A. Badawi, Wafaa E. Abdelaal, Naglaa F. Abbas

“…Abstract Neuroendocrine neoplasms [NENs] are a group of rare tumors that evolve from neuroendocrine cells and show different morphological patterns and clinical and biological characteristics. …”
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Integration of biomimetic organoid-on-chip and 2D models advances the mechanistic Understanding of STEAP3-mediated regulation in intestinal viral infection by Yi-Wen Chen, Huan-Jung Chiang, Kuan-Ting Liu, Chun-Wei Kao, Shan-Ren Xie, Chao-Ming Su, Yu-Yin Shih

“…These systems often fail to capture key features such as spatial cell–cell interactions, tissue-specific heterogeneity, and microenvironmental complexity that govern virus–host dynamics in vivo. …”
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Biomarkers in spinal muscular atrophy by Liping Yan, Jinping Zhang, Jian Zheng, Hua Hao

“…It focuses on discussing the expression patterns, clinical correlations, and applicable conditions of various types of biomarkers, with the aim of providing more accurate basis for disease stratification, efficacy prediction, and treatment decision-making.…”
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Radiology of viral pneumonia by A. A. Speranskaia, L. N. Novikova, O. P. Baranova, M. A. Vasilieva

“…X-ray patterns were identical to the previous epidemic in 10 patients. …”
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Video-Assisted Thoracoscopic Lung Biopsy as a Possible Cause of Acute Interstitial Pneumonia in a Patient with Nonspecific Interstitial Pneumonia by D Jeffrey Moore, Colm P McParland, Martin J Bullock, Yannick Cartier, Paul Hernandez

“…High-resolution computed tomography showed features of usual interstitial pneumonia, but the lung biopsy obtained by video-assisted thoracoscopy was consistent with a histological pattern of nonspecific interstitial pneumonia. …”
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XGBoost-based machine learning model combining clinical and ultrasound data for personalized prediction of thyroid nodule malignancy by Wenhan Li, Wenhan Li, Yajing Zhou, Ziyu Luo, Ziyu Luo, Miao Tan, Miao Tan, Rui Yin, Jianhui Li, Jianhui Li

“…Nowadays, machine learning (ML) offers advanced capabilities to handle high-dimensional data and complex patterns. This study aimed to develop an ML model integrating clinical data and ultrasound features to improve personalized prediction of TN malignancy.MethodsData from 2,014 patients with TNs (2018.01–2024.01) were retrospectively analyzed, with 1,612 in the training set and 402 in the test set. …”
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A tailored lectin microarray for rapid glycan profiling of therapeutic monoclonal antibodies by Shen Luo, Baolin Zhang

“…This capacity empowers informed decision-making in the development and production of therapeutic antibodies.…”
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Genetic disruption of the baculum compromises the ability of male mice to copulate. by Caleb R Ghione, Nicholas G Schultz, Sungdae Park, Douglas B Menke, Matthew D Dean

“…The goal of the current study is to uncover molecular details that could allow selective disruption of the baculum while allowing normal sexual differentiation and skeletal development. We compare patterns of androgen receptor binding and single cell gene expression in the developing penis, forelimbs and hindlimbs of mice. …”
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The specific character of the contemporary Russian youth policy in the context of problematization of the youth subjectness principle by O. S. Gilyazova

“…The aim of the article is to consider the specific character of youth policy in contemporary Russia by retrospectively analyzing its establishment, its laws and regulations, its theories (types and models) conceptualized depending on youth perception patterns (as a problem or resource), the place and role of youth (as a subject or object). …”
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Mitigating Data Leakage in a WiFi CSI Benchmark for Human Action Recognition by Domonkos Varga

“…Specifically, the benchmark fails to separate individuals between the training and test sets, leading to inflated performance metrics as models inadvertently learn individual-specific features rather than generalizable action patterns. …”
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