Deep learning approach for automated hMPV classification by Sivarama Prasad Tera, Ravikumar Chinthaginjala, Irum Shahzadi, Priya Natha, Safia Obaidur Rab

“…Despite its clinical relevance, hMPV poses diagnostic challenges due to its symptom similarity with other respiratory illnesses, such as influenza and respiratory syncytial virus (RSV), and the lack of specialized detection systems. Traditional diagnostic methods are often inadequate for providing rapid and accurate results, particularly in low-resource settings. …”
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Analysis of China’s High-Speed Railway Network Using Complex Network Theory and Graph Convolutional Networks by Zhenguo Xu, Jun Li, Irene Moulitsas, Fangqu Niu

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Development of an Algorithm for Semantic Segmentation of Earth Remote Sensing Data to Determine Phytoplankton Populations by Yu. V. Belova, I. F. Razveeva, E. O. Rakhimbaeva

“…To develop the direction, a new set of information from open sources and synthetic data are proposed. They are aimed at improving the generalization ability of the model. …”
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Credit Rationing Equilibrium Achievement in the Conditions of Digitalization by O. V. Lunyakov

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Patterns and physical principles of traditional houses in Kashan by Farzad Farnad, Hadiseh Kamran Kasmaei, Mehdi Khakzand, Gholamhossein Memarian

“…The case study consists of eight houses that were randomly selected from the collection of houses of the Kashan Cultural Heritage Organization. …”
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Combining Transcriptome Analysis and Comparative Genomics to Identify Key Components of the Lignin Biosynthesis Gene Network in <i>Sorghum bicolor</i> by Hao Niu, Yanbo Wang, Ruizhen Liu, Xiaoqiang Cheng, Yao Wang, Yubin Wang, Xin Lv, Fangfang Fan, Lan Ju, Jianqiang Chu, Haisheng Yan, Hongru Wang, Hetan Chang, Yancong Zhang, Yongfu Tao, Junai Ping

“…Sequence analysis revealed a significant reduction in genetic diversity across lignin biosynthesis genes in cultivated sorghum compared to wild sorghum. Moreover, selection signals during domestication were identified in 30 lignin biosynthesis genes, 22 of which were differentially expressed, further supporting the functional relevance of these differentially expressed genes in lignin biosynthesis. …”
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The prognostic and therapeutic significance of polyunsaturated fatty acid‐derived oxylipins in ST‐segment elevation myocardial infarction by Zhiyong Du, Yingyuan Lu, Ying Ma, Yunxiao Yang, Wei Luo, Sheng Liu, Ming Zhang, Yong Wang, Lei Li, Chun Li, Wei Wang, Hai Gao

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Reconstructing Gap-Free Daily Remote Sensing Reflectance in the Marginal Seas Using the DINEOF Method by Shuyan Lang, Yuxuan Jiang, Shengqiang Wang, Yongjun Jia, Yi Zhang

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Extending Sensing Range by Physics Constraints in Multiband-Multiline Absorption Spectroscopy for Flame Measurement by Tengfei Jiao, Sheng Kou, Liuhao Ma, Kin-Pang Cheong, Wei Ren

“…The present study provides a strong technique for future complex combustion detection with advanced laser sources of broad spectrum.…”
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Integrated Transcriptomic and Physiological Analysis Reveals the Drought Adaptation Strategies of <i>Sapindus delavayi</i>, an Important Tree for Industrial Use in the Dry–Hot Vall... by Xinyu He, Meng Xie, Lan Wang, Liangjun Yu, Fengjuan Li, Hong Ma

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Evaluating the effects of urban development on the ecological carrying capacity of Isfahan city based on the system dynamics approach by Zahra Dehghan Manshadi, Parastoo Parivar

“…Understanding how arid ecosystems adapt to disturbances is critical for the sustainable management of such areas, given the global extent of this type of ecosystem and its fragility, both structurally and functionally. The purpose of this study is to assess the impacts of urban growth on the carrying capacity of Isfahan, which is located on Iran's central plateau. …”
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Clinical Algorithms and the Legacy of Race-Based Correction: Historical Errors, Contemporary Revisions and Equity-Oriented Methodologies for Epidemiologists by Horsfall LJ, Bondaronek P, Ive J, Poduval S

“…Future efforts should focus on incorporating diverse data sources, capturing true social and biological health determinants, implementing bias detection and fairness strategies, ensuring transparent reporting, and engaging with diverse communities. …”
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Probiotic Characterization, Safety and Whole Genome Association Analysis of Lacticaseibacillus rhamnosus Z23 by Yuxing HE, Gaowa BAI, Jinghe YU, Wei LIU, Xiaofeng YANG, Mingchao LIU, Wuyundalai

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Isolation and Functional Analysis of the <i>DhMYB2</i> and <i>DhbHLH1</i> Promoters from <i>Phalaenopsis</i>-Type <i>Dendrobium</i> Involved in Stress Responses and Tissue-Specific... by Yachen Wang, Chonghui Li, Wenjuan Zhu, Yamei Li, Xiqiang Song, Junmei Yin

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Research for Energy Consumption of Water-loop Heat Pump System Based on Circulating-water Energy Gap under Nonstandard Conditions by Yu Qidong, Zhu Neng

“…In order to study the energy consumption law of water-loop heat pump system under nonstandard conditions, the circulating water was selected as the research foundation and on the basis of the circulating water energy equations, the system energy consumption equations were built by using a linear transfer function method. …”
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ICP-Based Mapping and Localization System for AGV with 2D LiDAR by Felype de L. Silva, Eisenhawer de M. Fernandes, Péricles R. Barros, Levi da C. Pimentel, Felipe C. Pimenta, Antonio G. B. de Lima, João M. P. Q. Delgado

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Validating and utilizing dried blood spots for family screening: Screening Programme Providing Outreach for Testing Hereditary Angioedema (SPPOT-HAE) by Jane C.Y. Wong, MBBS, Dorothy L.Y. Lam, MSc, Jackie S.H. Yim, MSc, Elaine Lee, MSc, Weihong Shi, MMed, Valerie Chiang, MBBS, Philip H. Li, MD

“…Methods: In part 1, 16 Chinese C1-INH-HAE patients from 7 families participated in the validation of DBS for detecting C4, C1-INH, and functional C1-INH (fC1-INH). …”
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Revealing connectivity patterns of deep brain stimulation efficacy in Parkinson’s disease by Eva Výtvarová, Martin Lamoš, Jaroslav Hlinka, Sabina Goldemundová, Ivan Rektor, Martina Bočková

“…The high-density source space EEG was acquired and analyzed in 43 PD subjects in DBS on and DBS off stimulation states (off medication) during a cognitive-motor task. …”
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Evoked cortical electrical activity associated with the presentation of a Ready-Made solution to a remote association task by I. S. Gornostaev, A. V. Kurgansky, V. K. Vyazovkina, V. F. Spiridonov

“…The results of an analysis of cortical activity evoked by the presentation of a cue word in selected regions of interest are reported. These results are in agreement with what is known about the functions of the cortical areas involved in solving problems. …”
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Bridge Crack Segmentation Algorithm Based on Improved U-Net by Yanhao Fang, Jie LYu, Yonghua Xia, Yingke Wang

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