Toward a unified gait freeze index: a standardized benchmark for clinical and regulatory evaluations by Alessandro Schaer, Henrik Maurenbrecher, Carlo Mangiante, Roman Sobkuliak, Kathrin Müsch, Paula Sanchez Lopez, Eduardo Martin Moraud, Eduardo Martin Moraud, Olgac Ergeneman, George Chatzipirpiridis

“…Freezing of Gait (FOG) is a disabling motor symptom that affects a majority of individuals with advanced Parkinson's disease, severely limiting mobility, independence, and quality of life. Automatic methods for detecting FOG using the freeze index (FI) have been widely proposed to systematically monitor FOG in real life and guide therapy optimizations. …”
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Safety, efficacy, and cost-effectiveness evaluation of systemic treatments for refractory colorectal cancer: a systematic review and modeling study by Mingye Zhao, Yunlin Jiang, Taihang Shao, Wenxi Tang

“…Utility values were sourced from the CORRECT trial. Price simulations were also conducted. …”
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Integration of interior design strategies and computer-aided design technology guided by morphogenetic theory by Jie Zhang, Zhongxian Ren

“…Among them, this study adopts a method based on an open-source computer vision library to identify double line walls and windows in the drawings. …”
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Managing Investment Programs оf Electric Power Companies by K. E. Vedenyev

“…In the situation of digitalization of finance and economic processes to create and increase values and investment appeal corporations are obliged to acquire new sources of capital stock, to build up accumulations and keep them on the optimal level. …”
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Waste-to-carbon-based supercapacitors for renewable energy storage: progress and future perspectives by Perseverance Dzikunu, Eugene Sefa Appiah, Emmanuel Kwesi Arthur, Samuel Olukayode Akinwamide, Emmanuel Gikunoo, Eric A. K. Fangnon, Kwadwo Mensah-Darkwa, Anthony Andrews, Pedro Vilaça

“…SCs performance tailoring with material structures through the incorporation of different materials to form composites and optimized synthesis methods is an effective strategy. …”
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Multi-dimensional Exposure Characteristics and Health Benefits Differentiation of Green Spaces within Community Life Circle by Hailin HONG, Qing CHANG

“…A total of 1,116 residents from 36 neighborhoods are examined using multi-source data, involving green space metrics, health outcomes survey, and demographic and socioeconomic indicators. …”
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Septoria Leaf Spot of Tomatoes: Historical Insights, Present Challenges, and Future Prospects by Anju Pandey, Rajan Paudel, Tika B. Adhikari, Dilip R. Panthee, Frank J. Louws

“…While fungicides can effectively reduce disease epidemics, planting resistant cultivars remains the most efficient and economical control method. Conventional screening and breeding have identified new sources of resistance to <i>S. lycopersici</i> among wild relatives. …”
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A Progressive Spectral Correction and Spatial Compensation Network for Pansharpening by Rixian Liu, Hangyuan Lu, Biwei Chi, Yong Yang, Shuying Huang

“…Current pansharpening methods often overlook the significant modality differences between source images and lack interaction between them, resulting in spatial-spectral distortions. …”
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PERAN GURU DALAM MENCIPTAKAN LINGKUNGAN CERDAS BERMEDIA PADA SISWA SD MODEL SLEMAN by Nur Indah Masita Putri, Pratiwi Wahyu Widiarti

“…The validity of the data was tested using source triangulation by comparing the data sources obtained through the interview method. …”
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Three-dimensional Measurement of Specular Surfaces Based on the Light Field by Panyu Zhou, Lingbao Kong, Xiang Sun, Min Xu

“…The experimental results show that the depth map error can be greatly reduced, which further verifies the feasibility of the proposed method and system. The present study can be extended to the traditional optical system or other machine vision measurement methods involving specular light.…”
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Real-Time Intelligent Recognition and Precise Drilling in Strongly Heterogeneous Formations Based on Multi-Parameter Logging While Drilling and Drilling Engineering by Aosai Zhao, Yang Yu, Bin Wang, Yewen Liu, Jingyue Liu, Xubiao Fu, Wenhao Zheng, Fei Tian

“…Facing engineering challenges of real-time and high-precision recognition of strongly heterogeneous formations during directional drilling, it is crucial to address the issues of sparse lithology geological labels and multi-source lithology identification from LWD data. This paper proposes a real-time intelligent recognition method for strongly heterogeneous formations based on multi-parameter logging while drilling and drilling engineering, which can effectively guide directional drilling operations. …”
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In silico and in vivo Study of the Anti-Inflammatory Activity of Azomethine Derivatives of 2-amino-4,5,6,7-tetrahydro-1-benzothiophene-3-carboxamide and 2-substituted 5,6,7,8-tetra... by Chiriapkin, A.S., Kodonidi, I.P., Abisalova, I.L., Diakova, I.N.

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Python algorithm package for automated Estimation of major legume root traits using two dimensional images by Amit Ghimire, Yong Suk Chung, Sungmoon Jeong, Yoonha Kim

“…Four different thresholding methods; Otsu, Gaussian adaptive, mean adaptive and triangle threshold were used to know the effect of thresholding in root trait estimation and to optimize the accuracy of root trait estimation. …”
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Collaborative filtering based on GNN with attribute fusion and broad attention by MingXue Liu, Min Wang, Baolei Li, Qi Zhong

“…In recent years, graph neural networks (GNN) based CF models have effectively addressed the limitations of nonlinearity and higher-order feature interactions in traditional recommendation methods, such as matrix decomposition-based methods and factorization machine approaches, achieving excellent recommendation performance. …”
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Heart Sound Classification Using Harmonic and Percussive Spectral Features from Phonocardiograms with a Deep ANN Approach by Anupinder Singh, Vinay Arora, Mandeep Singh

“…These are refined using the ROC-AUC feature selection method to ensure optimal performance. The deep feed-forward ANN model was rigorously trained and validated on a balanced dataset. …”
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Level measurement, regional variations, and the dynamic evolution of active aging in China—analysis based on CHARLS tracking data by Jiru Guo, Xiaoli Zhang, Xiaoli Zhang, Longyin Chen, Hong Yang

“…Exploring the current state and evolutionary trends of active aging over the past decade is a fundamental prerequisite and the primary task for implementing this strategy.MethodsBased on data from the China Health and Retirement Longitudinal Study (2011-2018), this study primarily employs methods such as the entropy method, Gini coefficient, Moran index, and Kernel density estimation to analyze the development level, regional differences, and dynamic evolution of active aging in China.Results(1) From a general point of view, the overall level of active aging in China has not been high in the past decade, but has shown a rising trend year by year. …”
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Integrating non-linear radon transformation for diabetic retinopathy grading by Farida Mohsen, Samir Belhaouari, Zubair Shah

“…Current automatic grading methods rely heavily on deep learning applied to retinal fundus images, but the complex, irregular patterns of lesions in these images, which vary in shape and distribution, make it difficult to capture the subtle changes. …”
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Ventilator-Induced Diaphragm Dysfunction (Review) by M. A. Babaev, D. B. Bykov, Т. M. Birg, M. А. Vyzhigina, A. A. Eremenko

“…A review of 122 sources about the VIDD presented data on the background of the issue, the definition of the problem, etiology and pathogenesis, clinical manifestations, methods of diagnosis, the effect of drugs, prevention and therapy.…”
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The Opportunities and Challenges regarding Induced Platelets from Human Pluripotent Stem Cells by Meng-Xue Xu, Li-Ping Liu, Yu-Mei Li, Yun-Wen Zheng

“…Here, we summarize the diverse methods of platelet production and update the progresses of iPlatelets. …”
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DEVELOPMENT OF A TECHNIQUE FOR THE MASS-SPECTROMETRIC DETERMINATION OF GONADOTROPIN-RELEASING HORMONE AND ITS ANALOGS FOR DOPING CONTROL by K. M. Shestakova, G. A. Dudko, M. A. Dikunets

“…Various parameters affecting sample preparation, LC separation, and MS/MS detection were investigated, and optimized conditions were identified. The UPLC-MS/MS system was equipped with an electrospray ion source operating in positive ion mode with selected reaction monitoring. …”
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