Dual-Path Interactive U-Net for Unsupervised Hyperspectral Image Super-Resolution by Wenchen Deng, Jianjun Liu, Jinlong Yang, Zebin Wu, Liang Xiao

“…Nevertheless, most existing methods still face challenges in effectively leveraging the complementary information between the two distinct modalities and maintaining internal consistency, leading to suboptimal fusion results. …”
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Global trends in thermal burn burden, 1990–2021: a comprehensive analysis for the global burden of disease study 2021 by Yuke Zhang, Qingsong Chen, Ru Wang, Linfen Guo, Peiyu Li, Ke Deng, Haitao Xiao, Xuewen Xu

“…Decomposition analysis was performed to quantify the relative contributions of epidemiological changes, age structure shifts, and population growth to the thermal burn burden. …”
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Comparative analysis of trends in the burden of motor neuron disease in China, the United States, and globally from 1990 to 2021: projections for 2022–2041 by Bo Peng, Yuluo Tu, Cheng Zhou, Gui Xie, Jia Xiong, Kai Huang, Suifa Hu

“…., and Globally from 1990 to 2021, covering trends in incidence, prevalence, mortality, Disability-Adjusted Life Years (DALYs), age-standardized incidence rate (ASIR), age-standardized prevalence rate (ASPR), age-standardized mortality rate (ASMR), and age-standardized DALYs rate (ASDR), and predicts changes for 2022–2041.MethodsUsing Global Burden of Disease (GBD) data, Joinpoint regression analysis identified key turning points, and decomposition analysis quantified the contributions of aging, population growth, and epidemiological factors. …”
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Global, regional, and national burden of epilepsy, 1990–2021: a systematic analysis for the Global Burden of Disease Study in 2021 by Tianqi Sun, Tianfu Yu, Pengcheng Liu

“…Furthermore, through decomposition analysis, we determined which factors significantly influence the change in incidence and DALYs and the extent of their contribution. …”
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Global, regional, and national trends in gastric cancer burden: 1990-2021 and projections to 2040 by Tao Zhang, Yiqun Zhang, Yiqun Zhang, Yiqun Zhang, Xiaofei Leng

“…BackgroundGastric cancer (GC) is a common malignancy of the digestive system, with significant geographical variation in its disease burden.MethodsThis study used data from the Global Burden of Diseases, Injuries, and Risk Factors Study 2021 to analyze three key indicators: incidence, mortality, and disability-adjusted life years (DALYs). …”
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Global, regional, and national burden of congenital anomalies of the kidney and urinary tract from 1990 to 2021, with projections to 2036: a systematic analysis of the global burde... by Ting Chen, Jia Wei, Qiang Shu, Xiang Yan

“…The Bayesian age–period–cohort model was utilized to predict the CAKUT burden through 2036. …”
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Burden and projections of malignant neoplasm of bone and articular cartilage in China: an analysis for the global burden of disease study 2021 by Weiqiang Zeng, Wenlong Yang, Ge Yu, Pan Shen, Zhijun Zheng, Fengyun Yang

“…Additionally, we conducted BPAC model to project future trends to 2036. Spearman correlation assessed associations between the burden of MNBAC and the socio-demographic Index (SDI). …”
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Trends in the global burden of aortic valve calcification disease in the working-age population from 1992 to 2021 by Songzhe Wu, Weiguang Yang, Yixin Li, Tao Wei, Yaodong Sun, Lin Xia, Yan Zhu, Naishi Wu

“…The results of multiple analysis models (including age-period-cohort model, decomposition analysis and frontier analysis) of the working-age population showed that the prevalence of CAVD peaked at the age of 64, and the prevalence of CAVD was significantly higher in males than in females. …”
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Sparse Representation of Deformable 3D Organs with Spherical Harmonics and Structured Dictionary by Dan Wang, Ahmed H. Tewfik, Yingchun Zhang, Yunhe Shen

“…To test the feasibility, we first use the computer models to demonstrate that the proposed approach matches the accuracy of complex mathematical modeling techniques and then both ex vivo and in vivo experiments are conducted using 3D magnetic resonance imaging (MRI) scans for verification in practical settings. …”
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Analytical Approach to UAV Cargo Delivery Processes Under Malicious Interference Conditions by Fazliddin Makhmudov, Andrey Privalov, Sergey Egorenkov, Andrey Pryadkin, Alpamis Kutlimuratov, Gamzatdin Bekbaev, Young Im Cho

“…The cargo delivery process is modeled as a stochastic network, followed by the determination of its equivalent function and the use of Heaviside decomposition to calculate the distribution function and the expected delivery time. …”
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Enhancing energy efficiency and decarbonization of cement production through integrated calcium-looping and methane dry reforming (CaL-DRM) for in-situ CO2 conversion to syngas by Fangshu He, Jiaomei Ma, Qiang Hu, Jiashuo Wang, Yingquan Chen, Haiping Yang, Yang Yang

“…CO2 emissions were analyzed at key stages of cement production process, focusing on fuel combustion and carbonate decomposition at the calciner and rotary kiln, with a comparison of the conventional method and the CaL-DRM process to quantify emissions at each stage. …”
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Nomogram combining dual-energy computed tomography features and radiomics for differentiating parotid warthin tumor from pleomorphic adenoma: a retrospective study by Zhiwei Gong, Jianying Li, Yilin Han, Shiyu Chen, Lijun Wang

“…Radiomic features were extracted from segmented regions of interest and filtered using the K-best and least absolute shrinkage and selection operator. Radiomic models based on 70 keV VMIs and material decomposition images were developed using logistic regression (LR), support vector machine (SVM), and random forest (RF). …”
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Spectral Adaptive Dropout: Frequency-Based Regularization for Improved Generalization by Zhigao Huang, Musheng Chen, Shiyan Zheng

“…Through extensive experimentation on character-level language modeling tasks, the study demonstrates that the method achieves a 1.10% improvement in validation loss while maintaining competitive inference speeds. …”
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Study of the influence of ozone-air mixture supply conditions on the process of the photoresist removal from the silicon wafer surface by O. I. Tsikhan, S. I. Madveika, S. V. Bordusau, A. L. Barakhoev, P. V. Kamlach

“…The experiments were carried out using the developed research bench, in which the mode and method of heating, as well as the method of supplying gas to the surface of the photoresist, were varied. …”
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Unraveling regulatory programs for NF-kappaB, p53 and microRNAs in head and neck squamous cell carcinoma. by Bin Yan, Huai Li, Xinping Yang, Jiaofang Shao, Minyoung Jang, Daogang Guan, Daogang Guan, Sige Zou, Carter Van Waes, Zhong Chen, Ming Zhan

“…This approach is based on matrix decomposition modeling under the joint constraints of sparseness and regulator-target connectivity, and able to integrate gene expression profiling and binding data of regulators. …”
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Management Accounting of Expenses for Storage of Material Resources in the Conditions of Digital Transformation of the Industrial Enterprise by I. E. Mizikovskii

“…The theoretical and methodological base of the research is structured on the basis of the application of methods of aggregation, decomposition, observation, measurement, classification, generalization, system and statistical analysis; applied approaches of two-stage distribution of indirect costs by cost centers and target costs. …”
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Component-Element Composition of National Economy Forecasting and Planning Methodology by Yu. I. Busheneva

“…The novelty of the research lies in the creation of a decomposition model of the category “methodology of forecasting and planning of the national economy”. …”
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Global, regional, and national burden of congenital musculoskeletal and limb anomalies, 1990–2021: a systematic analysis of the global burden of disease in 2021 by Yu Luo, Rubin Zheng, Jiaxi Chen, Miao Deng, Ziyang Zhang, Zhouke Tan, Zhixun Bai

“…This study delineates the epidemiology and temporal evolution of CML anomalies from 1990 to 2021. Methods We extracted data from the 2021 global burden of disease (GBD) Study, stratifying by sex, region, country and socio-demographic index (SDI). …”
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Transfer Learning and Neural Network-Based Approach on Structural MRI Data for Prediction and Classification of Alzheimer’s Disease by Farideh Momeni, Daryoush Shahbazi-Gahrouei, Tahereh Mahmoudi, Alireza Mehdizadeh

“…<b>Conclusions:</b> The results reveal that this model incorporates DenseNet169, transfer learning, and class decomposition to classify AD stages, particularly in differentiating EMCI from LMCI. …”
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Gender Difference in the Trend and Forecast Analysis of Changes in the Burden of Disease of Pancreatic Cancer Attributable to Smoking in China, 1990-2021 by Haodi Wang MM, Wenhao Sun MM, Jiaqian Zuo MM, Gang Wang MD, Zhengming Deng MD, Zhiwei Jiang MD

“…The age-period-cohort model was applied to explain the epidemiological trends of the disease by controlling for variables associated with age, period, and birth cohort. …”
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