NLP modeling recommendations for restricted data availability in clinical settings by Fabián Villena, Felipe Bravo-Marquez, Jocelyn Dunstan

“…Abstract Background Clinical decision-making in healthcare often relies on unstructured text data, which can be challenging to analyze using traditional methods. …”
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Impact of land resource misallocation on carbon emission efficiency: empirical evidence from 274 cities in China by Zhongqi Wen, Woon-Seek Lee, Sheen Woo

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Development levels for time planning model ofroad constru ction at design stages by T. V. Bobrova, E. A. Pokalyukhina

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Field-level Comparison and Robustness Analysis of Cosmological N-body Simulations by Adrian E. Bayer, Francisco Villaescusa-Navarro, Sammy Sharief, Romain Teyssier, Lehman H. Garrison, Laurence Perreault-Levasseur, Greg L. Bryan, Marco Gatti, Eli Visbal

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The fault systems that control the occurrences of iron ore deposits in northeastern Aswan, Egypt by Mohamed Abd El-Wahed, Ibrahim A. Salem, Mohamed Attia, Dina Younis

Subjects: “…Multi-sensor remote sensing data…”
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From 2D to 3D Urban Analysis: An Adaptive Urban Zoning Framework That Takes Building Height into Account by Tao Shen, Fulu Kong, Shuai Yuan, Xueying Wang, Di Sun, Zongshuo Ren

Subjects: “…data-driven urban analysis…”
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Integrated framework for assessing green efficiency in European union countries: A hybrid ISM-NDEA approach by Afarin Rezaei, Hoda Moradi, Alireza Anvari

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Empirical analysis of Dividend Policy of Public and Private Companies in Russia by A. E.  Novak, O.  S.  Silkina, I.  E.  Khvostova

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catena-Poly[[diphenyltin(IV)]-di-μ-isothiocyanato]: an unprecedented layered coordination polymer resulting from bridging κ2N:S thiocyanato ligands by Ann-Kathrin Pancratz, Anne Kamrowski, Hans Reuter

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Generate medical synthetic data based on generative adversarial network by Xiayu XIANG, Jiahui WANG, Zirui WANG, Shaoming DUAN, Hezhong PAN, Rongfei ZHUANG, Peiyi HAN, Chuanyi LIU

“…Modeling the probability distribution of rows in structured electronic health records and generating realistic synthetic data is a non-trivial task.Tabular data usually contains discrete columns, and traditional encoding approaches may suffer from the curse of feature dimensionality.Poincaré Ball model was utilized to model the hierarchical structure of nominal variables and Gaussian copula-based generative adversarial network was employed to provide synthetic structured electronic health records.The generated training data are experimentally tested to achieve only 2% difference in utility from the original data yet ensure privacy.…”
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Enabling data-driven design of block copolymer self-assembly by Chiara Magosso, Irdi Murataj, Michele Perego, Gabriele Seguini, Debra J. Audus, Gianluca Milano, Federico Ferrarese Lupi

“…This database follows the digital International System of Units principles and is complemented by a graphical user interface for process metadata insertion and an automated algorithm for image analysis to retrieve structural properties of the nanostructures. Databases such as this one, together with data-driven approaches, enable users to rationally design new materials with the desired properties by understanding the relationship between fabrication parameters and material structure. …”
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Digital Twin Road: value and implications involving data and application by Pamela Haverkamp, Atul Anantheswar, Marcel May, Gabriele Wadlig, Juliana Hildebrandt, Kira Amelie Thiessat, Ines Wollny, Marzia Traverso, Sabine Müller-Mall, Michael Kaliske, Dirk Habich, Wolfgang Lehner

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Interpretation of airborne radiometric data of flamingo field, Southwestern Nigeria by T. O Lawal, O. Fawale, J. A. Sunday, G. B. Egbeyale

“… The airborne radiometric data of the Flamingo Field, Southwest Nigeria has been analyzed and interpreted with the aim of evaluating the surface geology and structural features that are critical for mineral resource exploration. …”
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Subsystem of information interaction in the system of collecting medical statistical data by Alexander A. Lisnenko, Veronica A. Asmus, Timofey A. Asmus

“…One of the optimization tools is the introduction of electronic medical document management, where each document is presented in the form of a structured electronic medical document. An example of structuring an electronic document for medical statistics is documents structured in accordance with the international standard for the exchange of statistical data and metadata - Statistical data and metadata exchange. …”
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Data-Driven Approximated Optimal Control of Sulfur Flotation Process by Mingfang He

“…A simulation environment of sulfur flotation process is constructed based on phenomenological model and industrial data. Some practical problems in the implementation of ADP, i.e., selection of basis functions, how to use the model structural information in the ADP-based control design, are investigated. …”
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Influence of Nuclear Data of 56Fe on Shielding Calculation Uncertainty by LIU Zhengming, ZU Tiejun, HUANG Yihan, WU Hongchun, CAO Liangzhi

“…The nuclear data library used for shielding calculation is generated based on the evaluated nuclear data file (ENDF). …”

Relational Data Model on The University Website with Search Engine Optimization by Muhammad Riza Alifi, Hashri Hayati, Muhammad Galih Wonoseto

“…University’s website development with SEO is inseparable from the data model because SEO supporting factors are parts of the consideration in the components and structure of the data model. …”
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NEW DATA ABOUT MACROZOOBENTHOS OF BEYSUGSKY ESTUARY (SEA OF AZOV) by N. I. Bulysheva, M. V. Nabozhenko, V. L. Syomin, I. V. Shokhin, A. K. Zalota

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Ultrasonography of the salivary glands in Sjögren's disease: own data analysis by Yu. I. Khvan, A. V. Torgashina, A. V. Volkov, S. I. Glukhov

“…Objective: to investigate feasibility of using ultrasonography (US) to evaluate structural changes of salivary glands (SG) in patients with Sjögren's disease (SD).Material and methods. …”
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The use of sonar data for mapping the muddy bottom of water reservoir by Pastusiak Tadeusz

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