Effective Machine Learning Techniques for Non-English Radiology Report Classification: A Danish Case Study by Alice Schiavone, Lea Marie Pehrson, Silvia Ingala, Rasmus Bonnevie, Marco Fraccaro, Dana Li, Michael Bachmann Nielsen, Desmond Elliott

“…Background: Machine learning methods for clinical assistance require a large number of annotations from trained experts to achieve optimal performance. …”
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Pressure Transient Analysis and Flux Distribution for Multistage Fractured Horizontal Wells in Triple-Porosity Reservoir Media with Consideration of Stress-Sensitivity Effect by Jingjing Guo, Haitao Wang, Liehui Zhang, Chengyong Li

“…However, little work has been done on pressure transient behavior of multistage fractured horizontal wells in triple-porosity reservoirs. Based on source/sink function method, this paper presents a triple-porosity model to investigate the transient pressure dynamics and flux distribution for multistage fractured horizontal wells in fractured-vuggy reservoirs with consideration of stress-dependent natural fracture permeability. …”
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Artificial neural network analysis of natural convection of Casson fluid flow over a curved stretching surface with viscous dissipation by Sami Ul Haq, Muhammad Bilal Ashraf, Arooj Tanveer

“…The focus of the current study is to analyze the non-similar solutions of natural convection transport of Casson fluid over a curved surface in the presence of a magnetic field, joule heating, and heat source. The flow of Casson fluid in the presence of a magnetic field has applications in bioengineering such as MRI, and artificial neural networks (ANNs) are used to optimize MRI images for better diagnostic results. …”
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Analysis of the spatiotemporal dynamics of grassland carbon sinks in Xinjiang via the improved CASA model by Xuewei Liu, Renping Zhang, Jing Guo, Haoen Xu, Yuhao Miao, Feifei Niu, Zhengjie Gao, Xiaming Yang, Fengqin Xiong, Jianli Zhang

“…The analysis revealed that (1) the R2 value of the optimal CASA model was 0.70, and the RMSE was 22.30 gC·m−2. (2) The 23-year average NEP in Xinjiang grassland was 113.00 gC·m−2·a−1, with 82.20 % carbon sink areas and 17.80 % carbon source areas. (3) NEPs of meadows, steppes, and desert grasslands in the Xinjiang region tended to increase during spring, summer, and autumn. (4) During the 23-year period, 15.77 % of the Xinjiang grassland area transitioned from carbon sources to carbon sinks. (5) Relative humidity and soil pH strongly influenced the NEP of Xinjiang grassland. …”
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Supercritical Extraction Technology of Obtaining Polyunsaturated Acids from Starfish (Lysastrosoma anthosticta Fisher, 1922) by Alexander M. Zakharenko, Konstantin Yu. Kirichenko, Igor A. Vakhniuk, Kirill S. Golokhvast

“…Study objects and methods. The study defined the optimal parameters for extracting the lipid fraction of Lysastrosoma anthosticta with supercritical carbon dioxide, as well as the qualitative composition of the obtained extracts. …”
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Lithium-loaded acetone-based novel liquid scintillator by Tae Yeong Kang, Ji Young Choi, Kyung Kwang Joo, Eun Min Kim, Sang Yong Kim

“…A 100 ml glass cell was filled with our liquid scintillator and irradiated with $$^{252}$$ Cf radioactive source. For neutron and gamma discrimination, conventional pulse shape discrimination method was used. …”
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Predicting Coronavirus Pandemic in Real-Time Using Machine Learning and Big Data Streaming System by Xiongwei Zhang, Hager Saleh, Eman M. G. Younis, Radhya Sahal, Abdelmgeid A. Ali

“…Sentiment analysis is a text analysis method that has gained further significance due to social networks’ emergence. …”
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The effect of prebiotic with bifidogenic properties on morphometric parameters of rabbits by E. V. Vinogradova, M. K. Chugreev, N. I. Kulmakova

“…The microbiocenosis uses lactulose as a source of carbohydrates and energy. In this work, the optimal dosage and method of introducing lactulose into the diet of young rabbits of the California breed are calculated and determined experimentally. …”
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Obtaining multi-component chrome plated coatings for press tooling equipment by Borys Sereda, Andrii Udod

“…As part of this study, we plan to conduct a broad review of existing methods, thoroughly study the features of the SHS processes, conduct a series of experimental studies to determine the optimal process parameters, and analyze the data obtained to determine the effectiveness of the SHS method for improving the mechanical properties of materials and extending the service life of machine parts and equipment for vulcanizing products from new elastomeric materials. …”
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THE ROLE OF BANK SYARIAH INDONESIAN (BSI) IN IMPROVING THE QUALITY OF LIFE OF FARMERS IN TOLOWATA VILLAGE, AMBALAWI DISTRICT, BIMA REGENCY by Nuralfulailah Nuralfulailah, Rafiuddin Rafiuddin, Syarif Hidayatullah

“…This study uses a descriptive method with a qualitative approach. Data collection techniques are carried out through in-depth interviews, non-participatory observation, and documentation studies, with data validation through source and method triangulation techniques. …”
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Reducing Water Contamination to Ensure the Quality and Safety of Food Products by Ivetich Marco, Gorelkina Alena K.

“…The paper introduces a new method for reducing water contamination based on adsorption processes for extracting organic compounds from aqueous solutions. …”
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Atmospheric Flame Vapor Deposition of 1D and 2D Nanostructured Vanadium Pentoxide on Diverse Substrates by Kai Zhou, Lili Cai

“…By optimizing critical synthesis parameters, specifically, source temperature (840 °C) and substrate temperature (610 °C), we achieved highly crystalline, one-dimensional (1D) V₂O₅ nanorods on a variety of substrates, including silicon (Si), fluorine tin doped (FTO) glass, stainless steel, and silicon dioxide (SiO₂). …”
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Simulation of thermochemical effects on unsteady magneto hydrodynamics fluids flow in two dimensional nonlinear permeable media by Igba Denen Solomon Igba, Idugba Mathias Echi, Vezua Emmanuel Tikyaa

“…These equations were solved numerically using the shooting technique, the sixth-order Runge-Kutta Fehlberg method, and Newton’s Raphson method, supported by Maple software. …”
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Purification and Characterization of Hyaluronic Acid Produced by Priestia flexa N7 by Dinh Giap Vu, Quang Tung Nguyen, Thi Cam Van Do, Thi Cuong Vu, Nguyen Phuong Dai Nguyen

“…Methods: The biochemical methods used in this study included Superdex™ G100 columns chromatography, sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) electrophoresis, protein and nucleic acid quantitation assays, and purification of HA. …”
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Numerical Study of the Hydrodynamic Performance of a Dual-Chamber Oscillating Water Column Wave Energy Converter Device by Peng Tang, Qing Xu, Shengchao Jiang, Junlin Zhu, Hongsheng Zhang

“…The displacement of the free surface was accurately captured using the volume of fluid (VOF) methodology, and the governing equations were solved using the finite volume method (FVM). The dependability of the computational method was shown by validating the numerical model, which was based on a 2D representation, against experimental data. …”
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Calculation model of thermoelectric system for cooling discrete semiconductor devices by O. V. Evdulov, A. M. Ibragimova, T. Yu. Magomedov

“…The aim of the study is to develop a computational model of a thermoelectric system (TPS) for cooling discrete semiconductor devices (DSD), implemented in the Elcut application software package, and to conduct a corresponding numerical experiment on it.Method. A new type of DPP cooling system has been developed, which uses several TEM sections that provide heat removal from both the lower and upper surfaces of the fuel elements, which increases the heat exchange surface between the cold source and the REE element and increases the heat removal efficiency. …”
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Research on the Reconstruction of the Temperature Field in Two-Dimensional Steady-State Thermal Conductivity Based on Physics-Informed Neural Networks by Yufan Pan, Ke Zhang, Ji Zhang, Ning Mei

“…The primary objective is to reconstruct the temperature field and deduce unknown boundary conditions using limited labeled data sourced from conventional numerical methods. This work specifically validates the methodology using simulated data with known original conditions, rather than addressing truly unknown boundary conditions in real-world scenarios. …”
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Target Ship Recognition and Tracking with Data Fusion Based on Bi-YOLO and OC-SORT Algorithms for Enhancing Ship Navigation Assistance by Shuai Chen, Miao Gao, Peiru Shi, Xi Zeng, Anmin Zhang

“…In this paper, first, the ship tracking system was optimized using the Bi-YOLO network based on the C2f_BiFormer module and the OC-SORT algorithms. …”
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Muscovite based polyaniline nanocomposite as effective adsorbent for removal of Cd2+ and Pb2+ ions from liquid waste by M. Nageeb Rashed, A. S. A. Arifien, F. A. El-Dowy

“…This study ended with the cost- effective preparation of PANI/Msc nanocomposite that offers a promising solution for the removal of heavy metals from contaminated water source. In addition, the capability study regarding Pb2+ and Cd2+ion adsorption over the PANI/Msc nanocomposite clearly revealed that our method is suitable for large- scale application.…”
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Research Advance of Causal Inference in Clinical Medicine: A Bibliometrics Analysis via Citespace by Qin G, Wei J, Sun Y, Du W

“…The future integration of various data sources to improve causal inference methods is anticipated to enhance the sensitivity and specificity of trials, ultimately elucidating the complex mechanisms of diseases and drug effects. …”
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