Startup Drift Compensation of MEMS INS Based on PSO–GRNN Network by Songlai Han, Jingyi Xie, Jing Dong

“…Compared with the MEMS INS data without compensation, the standard deviation of the MEMS INS data with the proposed method decreased by more than 80.6%, and the peak-to-peak value of the MEMS INS data decreased by over 72.7%. …”
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Robust asphaltene onset pressure prediction using ensemble learning by Jafar Khalighi, Alexey Cheremisin

“…Robustness was achieved by tuning the hyperparameters using 5-fold cross-validation with multiple sets of noisy data. Results revealed that the robust approach enabled models to outperform standard ones on noisy data by >10 %, while keeping a good performance on original data. …”
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AI-driven preclinical disease risk assessment using imaging in UK biobank by Dmitrii Seletkov, Sophie Starck, Tamara T. Mueller, Yundi Zhang, Lisa Steinhelfer, Daniel Rueckert, Rickmer Braren

“…In this context, the integration of medical imaging in a clinical workflow offers a unique advantage by capturing detailed structural and functional information. Unlike non-image data, such as lifestyle, sociodemographic, or prior medical conditions, which often rely on self-reported information susceptible to recall biases and subjective perceptions, imaging offers more objective and reliable insights. …”
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Sodium currents in naïve mouse dorsal root ganglion neurons: No major differences between sexes by Mohammad-Reza Ghovanloo, Sidharth Tyagi, Peng Zhao, Philip R. Effraim, Sulayman D. Dib-Hajj, Stephen G. Waxman

“…We recently developed a novel method that enables high-throughput, unbiased, and automated functional analysis of native rodent sensory neurons from naïve WT mice profiled simultaneously under uniform experimental conditions. …”
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Effect of pretreatment type on the physico-chemical properties of activated carbons derived from an invasive weed Prosopis juliflora: potential applications by Subramaniyasharma Sivaraman, Saravanan Ramiah Shanmugam, Ponnusami Venkatachalam, Ratheeshkumar Shanmugam, Arul Chan Basha, Noori M Cata Saady

“…KOH-AC exhibited bulk oxygen content (5.96%) with a high bulk carbon content (91.73%), while Air-AC has a comparatively high bulk oxygen content (40.71%). The XPS data shows variations in carbon content and oxygen functional groups, influenced by the activation agent and temperature used during the process. …”
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In-depth immunochemical characterization of the serum antibody response using a dual-titration microspot assay by Ágnes Kovács, Ágnes Kovács, Zoltán Hérincs, Krisztián Papp, Jakub Zbigniew Kaczmarek, Daniel Nyberg Larsen, Daniel Nyberg Larsen, Pernille Stage, László Bereczki, Eszter Ujhelyi, Tamás Pfeil, Tamás Pfeil, József Prechl

“…The proposed fluorescent dual-titration microspot immunoassay can generate truly quantitative serological data that is suitable for immunological, medical and systems biological analysis.…”
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Optimizing cohousing: The effect of community size on common space utilization and organizational sustainability by Milošević-Pantović Aleksandra

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The association between the MIND diet and cognitive health in middle-aged and older adults: A systematic review by Jenny Hiu Wai Tse, Queenie Pui Sze Law, Jenny Tsun Yee Tsang, Lorna Kwai Ping Suen, Stefanos Tyrovolas, Rick Yiu Cho Kwan

“…Heterogeneous data were synthesized using SWiM guidelines, focusing on cognitive function outcomes, with results presented in tables and figures. …”
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Fuzzy Rough Set Models Based on Fuzzy Similarity Relation and Information Granularity in Multi-Source Mixed Information Systems by Pengfei Zhang, Yuxin Zhao, Dexian Wang, Yujie Zhang, Zheng Yu

“…Subsequently, a similarity function, designed based on the unique attributes of the data, is utilized to accurately quantify the similarity relations among objects. …”
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Identification of Important Modules and Hub Gene in Chronic Kidney Disease Based on WGCNA by Jia Wang, Yuan Yin, Qun Lu, Yan-rong Zhao, Yu-jie Hu, Yun-Zhao Hu, Zheng-Yin Wang

“…In this study, we aimed to screen and identify potential key genes for CKD using the weighted gene coexpression network (WGCNA) analysis tool. Gene expression data related to CKD were screened from GEO database, and expression datasets of GSE66494 and GSE62792 were obtained. …”
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Assessment of causality between computer game playing and neuropsychiatric disorders: A bidirectional Mendelian randomization study by Kangming Huo, Yinping Liu, Zhongwen Zhang

“…Inverse variance weighted (IVW) method was used as the primary analysis approach to perform bidirectional two-sample MR analysis on the data. …”
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Point Defect Detection and Classification in MoS₂ Scanning Tunneling Microscopy Images: A Deep Learning Approach by Shiru Wu, Guoyang Chen, Si Shen, Jiaxu Yan

“…These results show the potential of combining data-driven image analysis with physics-based modeling to accelerate defect characterization in 2D materials.…”
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Generative AI extracts ecological meaning from the complex three dimensional shapes of bird bills. by Russell Dinnage, Marian Kleineberg

“…However, in order to meet the potential of this revolution we need new data analysis tools to deal with the complexity and heterogeneity of large-scale phenotypic data such as 3D shapes. …”
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A Federated Learning-Based Framework for Accurately Identifying Human Activity in the Environment by Nwadher Suliman Al-Blihed, Dina M. Ibrahim

“…Machine learning (ML) has contributed to recording many human activities and plays a meaningful role in Human Activity Recognition. Analysis of the data generated by HAR devices may involve deep learning models and algorithms of different kinds. …”
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Digital Twins by Physical Education Teaching Practice in Visual Sensing Training System by Xinran Liu, Ji Jiang

“…For the single problem of equipment in physical education, this paper puts forward the monitoring and identification function of the cloud server. It is to transmit data through Hypertext Transfer Protocol (HTTP) and locate and collect data through a monitoring terminal. …”
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LTR retrotransposons in fungi. by Anna Muszewska, Marta Hoffman-Sommer, Marcin Grynberg

“…We searched all published fungal genomes for LTR-containing retrotransposons, including both complete, functional elements and remnant copies. We identified a total of over 66,000 elements, all of which belong to the Ty1/Copia or Ty3/Gypsy superfamilies. …”
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Prevalence of constipation in children visiting MCH clinic Al-Ahsa eastern region of Saudi Arabia cross-sectional study by Rawan A. Buhlagah, Laila Y. Alalawi, Raghad Y. Alturaifi, Walaa T. Albadi, Ali Al Hassan, Nouh H. Mohammed AlAli

“…Healthcare providers filled out the data collection sheet of each child; the analysis of the collected data was performed using SPSS version 22. …”
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KNOT OPTIMIZATION FOR BI-RESPONSE SPLINE NONPARAMETRIC REGRESSION WITH GENERALIZED CROSS-VALIDATION (GCV) by Andre Fajry Al Barra, Dewi Retno Sari Saputro

“…Based on the results of the generalized cross-validation model analysis, it is concluded that GCV can effectively optimize knot points for spline fitting, ensuring a balanced and efficient model in capturing data patterns without overfitting.…”
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Using spherical video-based immersive virtual reality technology to investigate vocabulary mastery among university sophomores in EFL settings by I. Wayan Eka Dian Rahmanu, Gyöngyvér Molnár

“…The research also indicated that SV-IVR environments increased the connections between words and their visual or functional characteristics, facilitating vocabulary retention and recall.…”
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ASPECTS OF DIAGNOSTIC ACTIVITIES IN PATIENTS WITH DYSFUNCTION OF TEMPOROMANDIBULAR JOINTS AND SIGNS OF BRUXISM by S. P. Rubnikovich, D. M. Borodin, Yu. L. Denisova, I. N. Baradina

“…Patients of the second group underwent a complex of diagnostic activities and its data increased the treatment effectiveness. The results obtained from the treatment of patients from the first group indicate the lack of data from the standard examination of patients with bruxism.Conclusion. …”
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