Rapid assessment of the main economic value indicators in lupine flour samples using infrared spectroscopy by V. S. Popov, A. V. Salikova, I. N. Perchuk, N. G. Konkova, G. P. Egorova, M. A. Vishnyakova, T. V. Shelenga

“…Calibration models for measuring protein, oil and alkaloids in lupine seeds (62 accessions) were developed using a MATRIX-I IR analyzer (Bruker Optics, Germany). To construct calibration models, we used the values obtained by chemical analysis methods accepted at VIR. …”
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Cloning and expression characterisation of LiDXS2 gene in Oriental Lily (Lilium 'Sorbonne') by Yu Jiaxuan, Wu Nana, Fu Ruyu, Xue Lili, Zhang Jinzhu, Dong Jie, Yang Tao, Fan Jinping

“…The plant expression vector was constructed to transform Arabidopsis thaliana, and the transgenic plants were characterised. …”
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Development and validation of a nomogram for predicting venous thromboembolism risk in post-surgery patients with cervical cancer by Yue Chen, Xiaosheng Li, Li Yuan, Yuliang Yuan, Qianjie Xu, Zuhai Hu, Wei Zhang, Haike Lei

“…The results of the multivariate logistic regression were used to construct a nomogram. The nomogram's performance was assessed via the concordance index (C-index) and calibration curve. …”
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N‐butylphthalide (NBP) ameliorated ischemia/reperfusion‐induced skeletal muscle injury in male mice via activating Sirt1/Nrf2 signaling pathway by Peng Lu, Wei‐Peng Li, Ben‐Jun Zhou, Wen‐Ze Tian, Xiang Lu, Wei Gao

“…Mouse model of I/R‐induced skeletal muscle injury and hypoxia/reoxygenation (H/R)‐induced C2C12 myotube injury model were constructed to test the protective effects of NBP both in vivo and in vitro. …”
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Oxygenase Enzyme Activity and Compound Profile in Hydrocarbon Bioremediation by Pseudomonas aeruginosa and Rhodococcus erythropolis Consortium by Adi Tiya Yanuar, Abd. Aziz Amin, Lutfi Ni'matus Salamah, Frentina Murty Sujadi, Ekwan Nofa Wiratno, Citra Satrya Utama Dewi, Andi Kurniawan

“…Several methods, such as chemical and physical remediation, have been constructed to remediate pollutants but remain side effects and have a relatively high cost. …”
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Machine Learning-based Prediction of HBV-related Hepatocellular Carcinoma and Detection of Key Candidate Biomarkers by Zeynep KUCUKAKCALI, Sami AKBULUT, Cemil COLAK

“…Data from 17 patients with HBV + HCC and 36 patients with HBV were included. XGBoost was constructed for the classification via 10-fold cross-validation. …”
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The availability of drugs for stable COPD treatment in China: a cross-sectional survey by Dongru Du, Xueru Hu, Qiunan Zuo, Dan Xu, Tao Zhu, Tao Fan, Jiao Yang, Weiguo Xu, Hailong Wei, Kangzhuo Baima, Ying Zhang, Yanhui Gu, Lei Chen, Fengming Luo, Yongchun Shen, Fuqiang Wen

“…Abstract This survey aimed to investigate the availability of drugs for stable chronic obstructive pulmonary disease (COPD) treatment in Chinese hospitals and to determine whether drug availability significantly varied among hospitals with different characteristics. A well-constructed questionnaire was designed according to the Chinese Guidelines for the Diagnosis and Management of COPD (revised version 2021). …”
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Cooperative maximum adhesion tracking control for multi-motor electric locomotives by Leiting Zhao, Yongxiang Wang, Kan Liu, Liran Li, Jingyuan Zhan, Qingliang Liu

“…Firstly, train traction system with multiple motors is constructed in accordance with Newton’s second law. …”
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The Fungi-specific histone Acetyltransferase Rtt109 mediates morphogenesis, Aflatoxin synthesis and pathogenicity in Aspergillus flavus by acetylating H3K9 by Ruilin Sun, Meifang Wen, Lianghuan Wu, Huahui Lan, Jun Yuan, Shihua Wang

“…In this study, we used Aspergillus flavus as an experimental model to construct the acetyltransferase gene rtt109 knockout strain (△rtt109) and its complementary strain (△rtt109·com) by homologous recombination. …”
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Effect of the overhead height and tilt angle on comprehensive performance of photovoltaic roof based on simulation and experimental methods by Wenheng Zheng, Huihui He, Fuyu Qin, Yuncheng Lan, Yingde Yin

“…Meanwhile, an experimental system was constructed to validate the model's accuracy, with the RMSE below 3.0 and the MAPE within 10 %. …”
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PHYSICS-DRIVEN FEATURE CREATION TO IMPROVE MACHINE LEARNING MODELS PERFORMANCE FOR OIL PRODUCTION RATE PREDICTION by Eghbal Motaei, Seyed Mehdi Tabatabai, Tarek Ganat, Ahmad Khanifar, Sulaiman Dzaiy, Timur Chis

“…Several machine learning techniques, such as SVM, k-NN, Decision Tree, Random Forest, and linear regression, were constructed using PCA feature selection. The models were tuned and validated using k-fold cross-validation. …”
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SDG space: Revealing the structure and complementarities among sustainable development goals in China by Mimi Gong, Ke Yu, Changchang Zhou, Zhouyi Liu, Zhenci Xu, Ming Xu, Shen Qu

“…Using the most recent available but unpublished data for 31 Chinese provinces, the SDG space was constructed at the 17 SDG and 118 indicator levels by analyzing the probability of comparative advantage between each SDG or indicator pair co-occurring in the same place. …”
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Re-analysis of the current status of clinical trial registration in China by Shuwen Li, Shuwen Li, Jianhao Li, Wenjing Zeng, Zhicheng Li, Jietong Zhang, Siying Wang, Nenggui Xu, Zeli Li, Zeli Li

“…NoteExpress software was used for screening, EXCEL for data organization and analysis, the Word Cloud website for constructing word frequency maps, and Origin software for visualization.ResultsAmong the 94 articles included, common analysis items included the number of registered projects, types of research, registration time, types of registration institutions, and regional distribution. …”
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Identifying and ranking the effective financial factors on rural entrepreneurial small businesses by Khosro Farahi, Parvaneh Gelard, Hamid Tohidi

“…Recognizing these challenges can be constructive in identifying the various dimensions related to rural entrepreneurship and removing barriers to rural business development. …”
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Use of explainable AI on slit-lamp images of anterior surface of eyes to diagnose allergic conjunctival diseases by Michiko Yonehara, Yuji Nakagawa, Yuji Ayatsuka, Yuko Hara, Jun Shoji, Nobuyuki Ebihara, Takenori Inomata, Tianxiang Huang, Ken Nagino, Ken Fukuda, Tatsuma Kishimoto, Tamaki Sumi, Atsuki Fukushima, Hiroshi Fujishima, Moeko Kawai, Etsuko Takamura, Eiichi Uchio, Kenichi Namba, Ayumi Koyama, Tomoko Haruki, Shin-ich Sasaki, Yumiko Shimizu, Dai Miyazaki

“…A sequential pipeline of segmentation AI was constructed to identify 12 clinical findings in 1038 images of seasonal and perennial allergic conjunctivitis (AC), atopic keratoconjunctivitis (AKC), vernal keratoconjunctivitis (VKC), giant papillary conjunctivitis (GPC), and normal subjects. …”
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Bionic nanovesicles sequentially treat flaps with different durations of ischemia by thrombolysis and prevention of ischemia-reperfusion injury by Linzhong Yang, Yuanchen Liu, Cheng Tao, Zichen Cao, Shilin Guo, Zheng Wei, Yanyi Wang, Tao Liu, Lin Chen, Ke Xiong, Xingyu Luo, Jianchuan Ran, Wei Han

“…Specifically, we have successfully constructed a clinical-grade bionic vesicle, UK-PBNZ@PM, a system that cleverly incorporates drug components that have been widely used in clinical applications, thereby demonstrating a high degree of clinical translational potential. …”
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Multimodal heterogeneous graph fusion for automated obstructive sleep apnea-hypopnea syndrome diagnosis by Haoyu Wang, Xihe Qiu, Bin Li, Xiaoyu Tan, Jingjing Huang

“…This study presents a novel heterogeneous graph convolutional fusion network (HeteroGCFNet) leveraging multimodal physiological signals and domain knowledge for automated OSAHS diagnosis. This framework constructs two types of graph representations: physical space graphs, which map the spatial layout of sensors on the human body, and process knowledge graphs which detail the physiological relationships among breathing patterns, oxygen saturation, and vital signals. …”
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Monitoring the Maize Canopy Chlorophyll Content Using Discrete Wavelet Transform Combined with RGB Feature Fusion by Wenfeng Li, Kun Pan, Yue Huang, Guodong Fu, Wenrong Liu, Jizhong He, Weihua Xiao, Yi Fu, Jin Guo

“…Images of maize canopies during the jointing, tasseling, and grouting stages were captured using unmanned aerial vehicle (UAV) remote sensing to extract color, texture, and wavelet features and to construct a color and texture feature dataset and a fusion of wavelet, color, and texture feature datasets. …”
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EGFR as a biomarker of smoking status and survival in oropharyngeal squamous cell carcinoma by Shanmugappiriya Sivarajah, Morris Kostiuk, Cameron Lindsay, Lakshmi Puttagunta, Daniel A. O’Connell, Jeffrey Harris, Hadi Seikaly, Vincent L. Biron

“…Retrospectively collected tumors were used to construct tissue microarrays (TMAs), which were stained with EGFR, p16, DAPI and Pan-cytokeratin, and digitally quantified. …”
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Analysis of clinical characteristics of hemorrhagic fever with renal syndrome with acute pancreatitis: a retrospective study by Lihua Huang, Min Xiao, Xiaoling Huang, Jun Wu, Jiao Luo, Fuxing Li, Wei Gu

“…A nomogram model was constructed based on these factors, to predict the risk of HFRS with AP, with an Area Under the Curve (AUC) of 0.90 (95% CI: 0.84–0.95). …”
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