Enhancing Image Quality by Optimizing and Fine-Tuning Multi-Fidelity Generative Adversarial Networks by Noor Baha Aldin

“…The quality of the image is enhanced by the dynamic integration of low-fidelity and high-fidelity models using a composite loss function and dual-generator design. …”
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Clinical Application of Artificial Intelligence-Based Computed Tomography Analysis of Myosteatosis in Localized Renal Cell Carcinoma by Byeong Jin Kang, Kyung Hwan Kim, Seung Baek Hong, Nam Kyung Lee, Suk Kim, Sihwan Kim, Hong Koo Ha

“…These findings highlight the potential of AI-driven body composition analysis to refine prognostic models and personalized treatment strategies.…”
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Flexural Behavior of Slab-Rib Integrated Bridge Decks with GFRP Skin and Polyurethane Foam Core by Jing Li, Jun Wang, Bishnu Prasad Yadav, Jiye Chen, Qiang Jin, Weiqing Liu

“…Based on equivalent method and compatibility of shear deformation, the flexural and shear rigidities were estimated. …”
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ZIF-8/AgNPs nanocomposites electrospun membrane for Cd (II) and Cu (II) removal from water and wastewaters samples and its antibacterial properties by R. Mirzajani, M. Dianati

“…The sorption process was most accurately described by the Langmuir isotherm model and the pseudo-second-order kinetic model. …”
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Enhanced metal ion adsorption using ZnO-MXene nanocomposites with machine learning-based performance prediction by Abhishek Kagalkar, Swapnil Dharaskar, Nitin Chaudhari, Vinay Vakharia, Rama Rao Karri

“…The two-step chemical method used to create composites showed how temperature affected their shape. …”
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The dysbiosis of gut microbiota and dysregulation of metabolites in IgA nephropathy and membranous nephropathy by Lei Zhang, Lan Hu, Lan Hu, Lan Hu, Li Tan, Zhenjie Zhang, Mengying Chen, Wenbo Gan, Li Chen, Yan Zou, Shi Wang, Yu Pang, Zhenxin Fan, Junjie Liu

“…However, comprehensive studies integrating both microbiome and metabolomic data in IgAN and MN are still limited.MethodsIn this study, we performed integrated metagenomic sequencing and untargeted metabolomic profiling to investigate alterations in gut microbial composition and systemic metabolic changes associated with IgAN and MN. …”
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Wood Gasification Biochar as an Effective Biosorbent for the Remediation of Organic Soil Pollutants by Elisabetta Loffredo, Nicola Denora, Danilo Vona, Antonio Gelsomino, Carlo Porfido, Nicola Colatorti

“…The sorption/desorption capacity of BC was studied by means of sorption kinetics and isotherms in batch trials, and by modeling the experimental data with various theoretical equations. …”
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Comprehensive experimental study of multivariable oil–brine–rock interactions: impact of brine–rock chemistry and crude oil polarity on enhanced oil recovery in carbonate reservoir... by Azadeh Amrollahi Biyouki, Nosrat Izadi, Samaneh Bovard, Yasaman Tahernezhad, Nashaat Nassar, Ebrahim Ghafar-Zadeh

“…Abstract Reservoir wettability alteration is a vital method for enhancing oil recovery, especially at the pore scale, where it plays a key role in optimizing extraction and minimizing risks from chemical and water flooding. …”
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Comparison of torch with electric arc casting in the lost wax technique for the cast dental stud protocol. by Víctor Hugo Gonzalo Quispe Mamani, César Alberto Luna Castillo, Dina Miryan Alanoca Sejje, Luis Alexander Orrego-Ferreyros

“…In conclusion, the study demonstrates that EAC produces dental models with significantly higher compressive strength and a more refined microstructure compared to TC, enhancing restoration durability. …”
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Masonry Wall Performance Estimation Under Blast Loading: A Study Using Finite Element Analysis by Muhammad Arif Husni Mubarok, Halim Hamadi, Quang Thang Do, Siti Nurlita, Afiq Azfar Pratama, Rommy Rommy

“…We used the Finite Element Method (FEM) for modeling the dynamic structural response to explosions. …”
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Metagenomics and Non‐Targeted Metabolomics Reveal the Role of Gut Microbiota and Its Metabolites in Brain Metastasis of Non‐Small Cell Lung Cancer by Chen‐Guang Liu, Mei‐Xi Lin, Yu Xin, Man Sun, Jia Cui, Dan Liu, Dan Zang, Jun Chen

“…Gut microbiota composition and metabolite profiles were detected and analyzed, and statistical methods, including machine learning models, were applied to identify differences and potential biomarkers. …”
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Design and experimental verification of the picking cam mechanism for safflower filaments by Chen Bangbang, Ding Feng, Ma Baojian, Liu Xiangdong, Ning Shanping

“…After that, a safflower filament picking head cutting test bench is built. Using the Central Composite Design method, a regression model between different test factors and indicators is established, and the response surface analysis and parameter optimization are performed for the interacting factors. …”
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Using the optimal combined index weight ratio to improve the probability of anomaly detection in big area additive manufacturing by Monique S. McClain, Dhrubajit Chowdhury, Omar Eldaghar, Kris Villez

“…Surprisingly, we also show that choosing a more complex PCA model has a minimal negative impact on anomaly detection performance compared to a more simplistic model.…”
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Influence of reactor temperature conditions on the recycle flow rate by S. L. Nazanskiy, A. V. Solokhin

“…This model assumes that the separation unit can form the recycle and outlet flows of any specified compositions.Results. …”
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High, open wedge tibial osteotomy: Finite element analysis of five internal fixation modalities by Stepanović Željko, Živković Miroslav, Vulović Snežana, Aćimović Ljubiša, Ristić Branko, Matić Aleksandar, Grujović Zoran

“…The plate model with the angle stable fixation and the supporting metal block showed the most optimal distribution of stresses on the plate-bone composite compared to other models. …”
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Graph-aware isomorphic attention for adaptive dynamics in transformers by Markus J. Buehler

“…This method leverages advanced graph modeling strategies, including Graph Isomorphism Networks (GINs), to enrich the representation of relational structures. …”
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Structural and parametric synthesis of anti-average control algorithms for realizing adaptive frequency operating automaticselectrotechnical systems by V. R. Ivanovа, I. Y. Ivanov, V. V. Novokreshchenov

“…To achieve this goal, we use the method of structural and parametric synthesis of emergency control algorithms, which consists in creating a composite algorithmic model of adaptive FDA. …”
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The Anti sliding Mechanism of Adjacent Pile-Anchor Structure considering Traffic Load on Slope Top by Danfeng Li, Zhuojie Zhang

“…Firstly, a free vibration analysis for the slope dynamic model is carried out by using a three-dimensional finite element numerical simulation method. …”
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Beyond genomics: artificial intelligence-powered diagnostics for indeterminate thyroid nodules—a systematic review and meta-analysis by Karishma Jassal, Karishma Jassal, Melissa Edwards, Afsaneh Koohestani, Afsaneh Koohestani, Wendy Brown, Jonathan W. Serpell, Jonathan W. Serpell, James C. Lee, James C. Lee

“…Meta-regression analysis performed suggests potential publication bias or systematic differences in model architectures, dataset composition, and validation methodologies.ConclusionThis review demonstrated the burgeoning potential of AI to be of clinical value in surgical decision making for ITNs; however, study-developed models were unsuitable for clinical implementation based on performance alone at their current states or lacked robust independent external validation. …”
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Assessing Patient Health Dynamics by Comparative CT Analysis: An Automatic Approach to Organ and Body Feature Evaluation by Dominik Müller, Jakob Christoph Voran, Mário Macedo, Dennis Hartmann, Charlotte Lind, Derk Frank, Björn Schreiweis, Frank Kramer, Hannes Ulrich

“…RadTA utilizes advanced segmentation models, specifically TotalSegmentator and Body Composition Analysis (BCA), to accurately delineate anatomical structures from CT scans. …”
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