Model morphing supported large scale crop type mapping: A case stuy of cotton mapping in Xinjiang, China by Longcai Zhao, Taifeng Dong, Xin Du, Bing Dong, Qiangzi Li

“…Additionally, crop-specific knowledge model addresses sample scarcity and enhances generalization during long-term applications. The method was test using a long-term cotton mapping task (2000, 2005–2023) in Xinjiang, China. …”
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Analysis of multiple faults in induction motor using machine learning techniques by Puja Pohakar, Ravi Gandhi, Surender Hans, Gulshan Sharma, Pitshou N. Bokoro

“…Through ensemble learning and feature selection, the models cope well with big data sets with enhanced fault classification accuracy and robustness against noise. …”
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The relationship between online communication and mental health and cardiorespiratory fitness from ages 15 to 17: a longitudinal cohort study by Ottar Birgisson, Erlingur Johannsson, Hege R. Eriksen, Mari Hysing, Sunna Gestsdottir

“…We aimed to assess whether increased time spent in online communication is associated with poorer mental health and lower CRF among adolescents, with consideration of potential moderating effects of sex and socioeconomic status (SES). Methods Data were collected from 315 Icelandic adolescents at age 15 (2015) and age 17 (2017; N = 236). …”
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Learning how to talk about approaching death: results from a pre-test post-test trial on the effectiveness of a blended-learning approach by Felix Michael Schmitz, Ann-Lea Buzzi, Sibylle Jeanine Felber, Sofia Carolina Zambrano, Tanja Hitzblech, Kai Philipp Schnabel, Steffen Eychmüller, Sissel Guttormsen

“…Clinical trial number Not applicable.…”
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Encouraging Safety 4.0 to enhance industrial culture: An extensive study of its technologies, roles, and challenges by Abid Haleem, Mohd Javaid, Ravi Pratap Singh

“…Safety 4.0 combines real-world applications with insightful analysis of current issues and potential future developments for safer, more intelligent workplaces.…”
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Effect of residual stress on the mechanical strength in Al Beryl composites subjected to extrusion process by K.G. Sagar, P. SampthKumaran

“…The SEM images have provided very good backing up to substantiate the tensile data based on the fractographic study.…”
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27 Years of retention outcomes for a nine-university primary health care nurse practitioner program in Ontario, Canada by Alice Ormiston, Guillaume Semblat, Robyn Gorham, Sandra Carroll, Maher El-Masri, Jean Daniel Jacob, Kristen Jones-Bonofiglio, Claire Mallette, Christina McMillan Boyles, Debbie Sheppard-LeMoine, Victoria Smye, Erna Snelgrove-Clarke

“…Trial registration Not applicable.…”
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Nurses’ knowledge, attitudes, and decision-making related to sepsis assessment and management in Palestinian intensive care units by Hatem Khallaf, Moath Abu Ejheisheh, Malakeh. Z. Malak, Anas Shehadeh, Ahmad Ayed, Ahmad Batran, Mosaab Farajallah

“…Clinical trial number Not applicable.…”
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Pregnancy outcomes and risk factors for thrombocytopenia in pregnant patients with systemic lupus erythematosus by Qing-Ying Fang, De-Hai Gan, Jia Huang, Fan Lian

“…Clinical trial number not applicable.…”
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Machine learning-driven identification of key risk factors for predicting depression among nurses by Xiaoyan Qi, Xin Huang

“…Clinical trial number Not applicable, because of this article belongs to cross-sectional study.…”
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Verification of Spatial Heterodyne Spectral Velocimetry Technology Based on Solar Spectrum by Xiang Peng, Mu Gu, Sujun Li, Qifeng Ren, Rujin Zhao

“…We measured the radial velocity difference caused by the sun’s rotation at different positions on the solar image plane through outside validation experiments built in a simulated environment on the ground and obtained the experimental data with measurement deviation about 90 m/s and standard deviation about 55 m/s. …”
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Students’ perspective on new teaching concepts for medical studies: case- and competency-based learning in radiology by Max Masthoff, Friedrich Pawelka, Gisela Zak, Bas de Leng, Dogus Darici, Philipp Schindler, Walter Heindel, Anne Helfen

“…Results Students strongly agreed before the course that radiology content in abdominal diagnostics is important, and they found the content highly relevant and applicable to their work as doctors following the course. …”
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Using machine learning to predict the rupture risk of multiple intracranial aneurysms by Junqiang Feng, Chunyi Wang, Yu Wang, He Liu, He Liu

“…External validation was not feasible due to data limitations, but we rigorously evaluated model performance using metrics such as accuracy (ACC), true positive rate (TPR), true negative rate (TNR), F1 score, and area under the receiver operating characteristic curve (AUC).ResultsNinety-one patients with 222 aneurysms were recruited, with a rupture rate of 20.3%. …”
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Multi-relation-pattern knowledge graph embeddings for link prediction in hyperbolic space by Longxin Lin, Huaibin Qin, Quan Qi, Rui Gu, Pengxiang Zuo, Yongqiang Cheng

“…The aim of Knowledge Graph Embedding (KGE) is to acquire low-dimensional representations of entities and relationships for the purpose of predicting new valid triples, thereby enhancing the functionality of intelligent networks that rely on accurate data representation. In recommendation systems, for example, the model can enhance personalized suggestions by better understanding user-item relationships, especially when the relationships are hierarchical, such as in the case of user preferences across different product categories. …”
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Validation of the PEACE score for predicting abnormal echocardiographic findings in pulmonary embolism patients by Kazım Ersin Altınsoy

“…Clinical trial number Not applicable.…”
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Elevated high-sensitivity C-reactive protein and dyslipidaemia in type 2 diabetes mellitus: implications for cardiovascular risk prediction in Nigerian patients by Jamila Aminu Mohammed, Bruno Basil, Izuchukwu Nnachi Mba, Nabilah Datti Abubakar, Akeem Oyeyemi Lawal, Jafaru Alunua Momoh, Isah Adagiri Yahaya

“…Clinical trial number Not applicable.…”
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Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching by Yuki Ichikawa, Kazushi Kawamura, Masato Motomura, Thiem van Chu

“…These advancements result in significant reduction in off-chip data transfer, memory savings, and faster processing times. …”
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Can Separation Enhance Fusion? An Efficient Framework for Target Detection in Multimodal Remote Sensing Imagery by Yong Wang, Jiexuan Jia, Rui Liu, Qiusheng Cao, Jie Feng, Danping Li, Lei Wang

“…Target detection in remote sensing images has garnered significant attention due to its wide range of applications. Many traditional methods primarily rely on unimodal data, which often struggle to address the complexities of remote sensing environments. …”
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Characterization of Complete Chloroplast Genome Sequences of Three Tropical Liana <i>Dalbergia</i> Species and Comparative Analysis of Phylogenetic and Structure Variations in <i>D... by Jun Wang, Shaoying Zheng, Xianglai Sun, Lulu Wang, Xupo Ding

“…The <i>Dalbergia</i> genus, a morphologically diverse group within the Fabaceae family, encompasses species of significant value in furniture production and medicinal and aromatic applications. The taxonomy of <i>Dalbergia</i> has relied on morphological traits, chloroplast (cp) DNA fragments, and cp genomic data. …”
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Effect of Ethylmethacrylate and Isobutylmethacrylate on Surface Hardness and Surface Roughness of Heat-Cure Ocular Acrylic Resins by Hiba Munaf Hadi, Ayad I. Haddad, Firas Abd kati

“…Each specimen was subjected to the surface hardness test and surface roughness test. All data were analyzed using SPSS version 20, One –way ANOVA, LSD and Post Hoc -Tukey test were utilized for detecting the significant differences and multiple comparisons. …”
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