HS–GC–IMS Coupled With Chemometrics Analyzes Volatile Aroma Compounds in Steamed Polygonatum cyrtonema Hua at Different Production Stages by Bingbing Shen, Rongrong Zhou, Jia Lao, Jian Jin, Wei He, Xin Zhou, Hao Liu, Jing Xie, Shuihan Zhang, Can Zhong

“…The VOCs of the different samples can be classified by GC–IMS data combined with principal component analysis (PCA) and heatmap cluster analysis. …”
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Better before–better after: efficacy of prehabilitation for older patients with osteoarthritis awaiting total hip replacement—a study protocol for a randomised controlled trial in... by May Arna Risberg, Are Hugo Pripp, Astrid Bergland, Odd-Einar Svinøy, Gunvor Hilde

“…The data will be analysed following the intention-to-treat principle with methods for repeated measurements.Ethics and dissemination The project proposal has been approved by The Regional Committee for Medical Research Ethics in South Norway (ref no. 2018/503). …”
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Research on Classification and Identification of Crack Faults in Steam Turbine Blades Based on Supervised Contrastive Learning by Qinglei Zhang, Laifeng Tang, Jiyun Qin, Jianguo Duan, Ying Zhou

“…To further enhance the efficacy of feature extraction and classification accuracy, a projection head is introduced in this paper to systematically map all sample features into a normalized space, thereby improving the model’s capacity to distinguish between distinct fault types. …”
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Cross-domain 3D Model Retrieval Based on Viewpoint Alignment by ZHANG Libao, WANG Tao, GAO Zheng, DING Bo, HE Yongjun

“…In this method, a 3D model is firstly projected to a set of 2D views with aligned viewpoints, thereby obtaining one-to-many sketch-views pairs. …”
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WHOLE GENOME SEQUENCING OF ENTEROBACTER CLOACAE SM32 IN THE FIRST ISOLATION OF THE MEDICAGO SATIVA L. ROOT NODULES IN MOSUL, IRAQ CAPABLE OF PRODUCING INDOLE-3-ACETIC ACID by S. M. Mohammed, R. H. Sultan, V. Edavana

“…This first version of the full genome shotgun sequence of E. cloacae SM32 was deposited at the DDBJ/ENA/GenBank under accession number JBEFMZ000000000 (BioProject accession number PRJNA1121377 and BioSample accession number SAMN41748806). …”
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Microscopic Numerical Analysis of Sand Liquefaction Under Subway Train Load by Jin Zhang, Jiale Yang, Chuanlong Xu, Xianzhang Ling, Chen Liu, Mohsen Saleh Asheghabadi

“…The research findings can provide a reference for the design of metro projects and liquefaction mitigation measures, thereby enhancing the safety and reliability of urban metro transportation systems.…”
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Nutrition Education in Secondary Education (7th to 11th grades) Through the Crosscutting Topic “Education for Health” From an Useful-For-Life Approach by José Francisco Quirós-Rojas, María Isabel Torres-Salas, Narcy Villalobos-Sand

“…Questionnaires and interviews were used as research instruments; the sample included 6 science teachers and 60 students of ninth grade.   …”
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Quantification Analysis of 13 Organic Components and 8 Inorganic Elements in Angelica Sinensis Radix and Its Different Parts Combined with Chemical Recognition Pattern by Xi Li, Yixin Yao, Xiaoxiao Wang, Chang An, Shanshan Gao, Fangtao Xiang, Yangli Dong

“…The results showed that the differences were significant among DG and its different parts. 11 difference markers (Ca, Z-ligustilide, Mg, Mn, Fe, Na, K, Cu, Zn, coniferyl ferulate, and senkyunolide A) were obtained by variable importance for the project. These difference markers were some different among DG and its different parts, especially Z‐ligustilide, coniferyl ferulate, Mg, Zn, the differences were significant. …”
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Open-Pit Bench Blasting Fragmentation Prediction Based on Stacking Integrated Strategy by Yikun Sui, Zhiyong Zhou, Rui Zhao, Zheng Yang, Yang Zou

“…The study employed a dataset comprising 97 blast fragment samples. Random forest and XGBoost models were utilized as base learners. …”
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Engaging with patients with diabetes: the role of social media in low-income healthcare organisations by Jose Rodriguez, Shabbir Syed-Abdul, Andrea Cano, Mohy Uddin, Fernanda Caceres

“…Background Type 2 diabetes is the fastest-growing global health concern, and its global prevalence is projected to affect 643 million individuals by 2030. …”
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The Future of Artificial Intelligence and Genetic Insights in Precision Cardiovascular Medicine: A Comprehensive Review by Praveen Kumar Chandra Sekar, Ramakrishnan Veerabathiran, Hanjia Gao

“…The utilization of artificial intelligence (AI) technology demonstrates clear advantages in managing intricate projects, outperforming traditional statistical methods in processing such data. …”
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Emulation With Uncertainty Quantification of Regional Sea‐Level Change Caused by the Antarctic Ice Sheet by Myungsoo Yoo, Giri Gopalan, Matthew Hoffman, Sophie Coulson, Holly Kyeore Han, Christopher K. Wikle, Trevor Hillebrand

“…Abstract Projecting regional sea‐level change under various climate‐change scenarios typically involves running forward simulations of the Earth's gravitational, rotational and deformational (GRD) response to ice‐mass change, which requires substantial computational cost if applied to probabilistic frameworks requiring thousands to millions of samples. …”
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Staffing of psychological and pedagogical support in the system of general education and secondary vocational education by Yu.V. Tukfeeva, T.P. Knisheva, A.P. Trofimova, A.K. Sharapova, V.V. Kurbanova

“…The data obtained during the Monitoring regarding the staffing of psychological and pedagogical support will be used in the development of sample projects of a functional model of psychological service in the system of general education and secondary vocational education.…”
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Enhancing Deep Excavation Optimization: Selection of an Appropriate Constitutive Model by Bhim Kumar Dahal, Sandip Regmi, Kalyan Paudyal, Diwash Dahal, Diwakar KC

“…This optimization process contributes significantly to the design of support systems, enhancing construction efficiency and ensuring overall safety in deep excavation projects.…”
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Research on a Fully Parameterized Geometric Modeling Method for an Air Cavity Planing Hull by Junjie Chen, Yongpeng Ou, Guo Xiang, Wei Wang, Hao Wu

“…This approach provides geometric hull samples for optimizing the hydrodynamic performance of the air-lubricated planing hull.…”
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A dataset for tactile textures on uneven surfaces collected using a BioIn-Tacto sensing moduleMendeley Data by Maliheh Marzani, Soheil Khatibi, Ruslan Masinjila, Vinicius Prado da Fonseca, Thiago Eustaquio Alves de Oliveira

“…The tactile texture dataset applies to various projects in object recognition and robotic manipulation, making it particularly valuable for tasks involving tactile texture reconstruction and recognition. …”
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Correlation Analysis and Prediction of the Physical and Mechanical Properties of Coastal Soft Soil in the Jiangdong New District, Haikou, China by Yongchang Yang, Xinying Song, Shuai Zhang, Jun Hu, Ming Ruan, Dongling Zeng, Han Luo, Jiangsi Wang, Zhixin Wang

“…The compressibility and shear strength of soil play a crucial role in engineering design and construction. For this study, samples were collected from the indoor geotechnical tests conducted on the fourth layer of the third series of the Haikou Formation. …”
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Moving beyond gender: a systematic review of diversity data gaps in prospective trauma research by Stephanie Haering, Jule M. Kaeselau, Christine Knaevelsrud, Sinha Engel

“…In in-depth analyses, we further investigated the assessment and representation of population groups with regard to age, SES and race/ethnicity.Method: Secondary analysis of a meta-analysis project that examined sex and gender considerations among k = 45 studies that prospectively assessed PTSD symptoms in trauma exposed individuals. …”
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Experimental Investigation on the Variation in Shear Strength of Clayey Soil Reinforced with Randomly Distributed Alkali-Resistant Glass Fiber by Aşkın Özocak, Ertan Bol, Eylem Arslan, Ercüment Kekeç, Sedat Sert

“…Unconfined compression test (UC) were conducted on a total of 210 cylindrical samples, 10 of natural clay and 200 of fiber-reinforced. …”
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Drainage Pipeline Multi-Defect Segmentation Assisted by Multiple Attention for Sonar Images by Qilin Jin, Qingbang Han, Jianhua Qian, Liujia Sun, Kao Ge, Jiayu Xia

“…Firstly, we collected numerous samples of drainage pipeline sonar defect videos. …”
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