Dynamic evolutionary pattern of fractures in tectonically deformed coal-bearing assemblages during loading by Pengxiang ZHAO, Yingying LIU, Shugang LI, Yanqun LIU, Yunchuan LIU, Laolao WANG, Weidong LU

“…However, the influence patterns remain unclear. MethodsUsing a NanoVoxel-3000 high-resolution inspection system for multiscale integrated geotechnical scanning and analysis, this study performed uniaxial compression and CT scanning experiments on TDC-bearing combination specimens. …”
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Three-dimensional (3D) vascular reconstruction of the superior mesenteric vessels: a practical tool for the young surgeon approaching right hemicolectomy with CME technique by Luca Scaravilli, Vincenza Paola Dinuzzi, Felicia Andrei, Andrea Carnevali, Giulia Maria Marini, Martina Pardo, Antonella Nisi, Ildo Scandroglio, Camillo Leonardo Bertoglio

“…The secondary outcome was the subjective feedback from senior colorectal surgeons regarding pre-operative use of 3D vascular reconstructions. Methods A total of 20 patients who underwent right hemicolectomy from 01/10/2023 to 30/09/2024 were included in the study. …”
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A novel LACC1 variant c.658G>A (p. Asp220Asn) in familial juvenile arthritis: identification and functional analysis by Hiba Alblooshi, Noor Mustafa, Azeem Abdul Khalam, Anjali Bharathan, Ekhlass Mohammed, Ibrahim Baydoun, Mushal Allam, Meera Almansoori, Tabeer Fatima, Najla Aljaberi

“…Asp220Asn) variant identified in multiple affected individuals within a large consanguineous extended family, providing further insights into the genetic underpinnings of familial juvenile arthritis. Methods whole exome sequencing (WES) was performed on affected patients and findings were confirmed using sanger sequencing in family members. …”
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Evaluating Predictive Accuracy of Regression Models with First-Order Autoregressive Disturbances: A Comparative Approach Using Artificial Neural Networks and Classical Estimators by Rauf I. Rauf, Masad A. Alrasheedi, Rasheedah Sadiq, Abdulrahman M. A. Aldawsari

“…The analysis is structured into three phases: the first phase examines predictive accuracy across methods using Mean Squared Error (MSE), Mean Absolute Error (MAE), and Mean Absolute Percentage Error (MAPE); the second phase evaluates the efficiency of parameter estimation based on standard errors across methods; and the final phase visually assesses the closeness of predicted values to actual values through scatter plots. …”
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Noise Removal from Images of Lunar Areas in Permanent Shadow Using a Combination of Physical Noise Models and Deep Learning by Haiyan Pan, Binbin Chen, Zhonghua Hong, Ruyan Zhou, Yun Zhang, Yanling Han, Jiang Tao

“…Experimental results demonstrate that the proposed method outperforms existing methods in restoring terrain details and provides better quantitative and visual outcomes. …”
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Template Specify layer hardened cam shaft by Bretislav Skrbek, Věra Jirásková

“…Possibilities of non-destructive methods to determine the thickness of hardening. An experiment with the magnetic spot method and the DOMENA device. …”
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Enhancing Tip Detection by Pre-Training with Synthetic Data for Ultrasound-Guided Intervention by Ruixin Wang, Jinghang Wang, Wei Zhao, Xiaohui Liu, Guoping Tan, Jun Liu, Zhiyuan Wang

“…State-of-the-art detectors also show performance gains of 1.14–1.76% when applying the proposed method. <b>Conclusions:</b> The experimental results demonstrate that our method enhances the generalization of tip detectors without relying on expert annotations or large amounts of real data, offering significant potential for more accurate visual guidance during US-guided interventions and broader clinical applications.…”
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Multitemporal Volume Registration for the Analysis of Rheumatoid Arthritis Evolution in the Wrist by Roberta Ferretti, Silvana G. Dellepiane

“…This paper describes a method based on an automatic segmentation process to coregister carpal bones of the same patient imaged at different time points. …”
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MODERN TRENDS IN THE TREATMENT OF KERATOKONUS IN CHILDREN by E. Y. Markova, S. V. Kostenev, A. G. Grigor’eva, E. A. Perfileva

“…Both methods didn’t have any effect on the disease’s pathogenesis. …”
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IL-6-Inducing Peptide Prediction Based on 3D Structure and Graph Neural Network by Ruifen Cao, Qiangsheng Li, Pijing Wei, Yun Ding, Yannan Bin, Chunhou Zheng

“…A series of experiments including cross-validation, independent testing, ablation studies, and visualizations demonstrate the effectiveness of the DGIL-6 method.…”
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A Multimodal Large Language Model Framework for Intelligent Perception and Decision-Making in Smart Manufacturing by Tianyu Wang, Bowen Zhang, Daqi Jiang, Dong Li

“…Experiments on relevant industrial datasets show that this method consistently performs better than current state-of-the-art approaches in tasks like image–text retrieval and visual question answering. …”
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Stress state of the foundations of buildings and structures by E. K. Agakhanov, S. T. Khidirov, G. G. Gabibulaev

“…An even greater effect of increasing the self-weight of a model made of transparent optically sensitive material can be achieved using the immersion method in conjunction with the centrifugal modeling method. …”
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The effect of the difference in female body shapes on clothing fitting by Penko Tadeja, Rudolf Andreja

“…Body shapes were classified using three methods: Visual assessment of body shape (VABS), female figure identification technique (FFIT), and body shape classification method (BSCM). …”
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ECONOMIC MECHANISM OF ENERGY SAVING AT PUBLIC UTILITY COMPANIES by Olesia Solodovnik, Kateryna Dokunina

“…While achieving the objectives of the study the following tasks were solved within the research: the current state of energy saving in Ukraine and at public utilities was analyzed; theoretical approaches for revealing the essence of the concept of energy conservation was considered; the pattern of the economic mechanism of energy saving at public utility companies was developed and its costituents were grounded. The following methods were used in the research: the abstract and logical method was used for generalizing the theory and formulating conclusions; the method of system and structural analysis was used for studying and generalizing approaches to the definition of energy saving; methods of economic and mathematical statistics were used for processing and analyzing initial data, identifying trends and patterns of the efficiency of studied factors; graphical method was used for visualizing the results of the research. …”
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Improving LUR testing accuracy and practicability for prestressed concrete sleepers through bending stiffness and visco-plastic deflection-based analysis techniques by Ferhat Çeçen, Bekir Aktaş, Hakan Öztürk, İrfan Ş. Öztürk, M. Burhan Navdar

“…Key modifications, such as standardized waiting times and enhanced measurement techniques, were incorporated to improve accuracy and consistency. The proposed method allows for precise estimation of critical capacity values, including decompression load and first crack formation, without the need for visual inspection, making it more reliable than current standards. …”
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Non-Invasive Localization of Epileptogenic Zone in Drug-Resistant Epilepsy Based on Time–Frequency Analysis and VGG Convolutional Neural Network by Yaqing Liu, Yalin Wang, Tiancheng Wang

“…This study constructed a non-invasive epilepsy localization method, integrating sLORETA source imaging, time–frequency analysis, and Visual Geometry Group (VGG-16) deep learning. …”
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Enhancing Supplier Ealuation and Selection in Supply Chain Using a PROMETHEE-Based Decision-Making Support System by Marzieh Afshari, Hassan Farsijani

“…Considering the importance of the subject, in this research, the supplier evaluation and selection in the supply chain of a company that manufactures automotive plastic parts was conducted for the first time using the PROMETHEE method as a multi-criteria decision-making method. …”
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Region Segmentation of Images Based on a Raster-Scan Paradigm by Luka Lukač, Andrej Nerat, Damjan Strnad, Štefan Horvat, Borut Žalik

“…Furthermore, a comparison with two of the well-known segmentation methods—Watershed and DBSCAN—demonstrates that the proposed approach is superior in regard to efficiency while yielding visually similar results.…”
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LoRA Fusion: Enhancing Image Generation by Dooho Choi, Jeonghyeon Im, Yunsick Sung

“…Moreover, the proposed method generates superior semantically accurate and visually coherent images.…”
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Laboratory stand for car tire diagnostics by N. V. Holshev, D. N. Konovalov, A. V. Prokhorov, P. S. Minaev

“…Their technical condition is currently being assessed visually, without the use of special equipment. This diagnostic method does not provide detection of hidden tire damage. …”
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