A comprehensive integration of data on the association of ITPKC polymorphisms with susceptibility to Kawasaki disease: a meta-analysis by Atefeh Habibi, Hanieh Talebi, Reza Bahrami, Mohammad Golshan-Tafti, Amirhossein Shahbazi, Seyed Alireza Dastgheib, Azadeh Tahooni, Maryam Vafapour, Heewa Rashnavadi, Melina Pourkazemi, Maryam Yeganegi, Elnaz Sheikhpour, Hossein Neamatzadeh

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Health worker experiences on the integration of digital health tools for HPV vaccination and cervical cancer services in Rwanda by Hassan Sibomana, Joyeuse Ukwishaka, Hassan Mtenga, Oswald Luoga, Diana Acosta, Marcie Fisher-Borne, Grace Juan Soma, Marcel Bahizi, Francois Uwinkindi, Marc Hagenimana, Irene Mukanyandwi, Innocent Mbele, Maya Rivera Hildebrand

“…This study assesses users’ experiences, including acceptability, satisfaction, and integration of digital health interventions for HPV vaccination and cervical cancer screening in Rwanda. …”
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Musical Expertise Reshapes Cross-Domain Semantic Integration: ERP Evidence from Language and Music Processing by Xing Wang, Tao Zeng

“…This event-related potential (ERP) study investigated whether Chinese sentences and musical chord sequences share semantic processing mechanisms and how musical expertise modulates these mechanisms. <b>Methods:</b> This study recruited 46 college students (22 musicians and 24 non-musicians). …”
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Study on the Shear Lag Calculation Method for Damaged Box Girder by Yulong Zhang, Junguang Wang, Xiaoguang Wu, Jiahao Yin, Yuanxu Shi

“…Field measurements show that midspan stiffness decreased to 81% of the as-built value; the proposed method reproduces this value with a deviation of 3%. …”
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GNODEVAE: a graph-based ODE-VAE enhances clustering for single-cell data by Zeyu Fu, Chunlin Chen, Song Wang, Junping Wang, Shilei Chen

“…Results We present GNODEVAE, a novel architecture integrating Graph Attention Networks (GAT), Neural Ordinary Differential Equations (NODE), and Variational Autoencoders (VAE) for comprehensive single-cell analysis. …”
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Controllable Blind AC FDIA via Physics-Informed Extrapolative AVAE by Siliang Zhao, Wuman Luo, Qin Shu, Fangwei Xu

“…To address these limitations, we propose the physics-informed extrapolative adversarial variational autoencoder (PI-ExAVAE) for generating controllable and stealthy false data injections. …”
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Integration of DDPM and ILUES for Simultaneous Identification of Contaminant Source Parameters and Non‐Gaussian Channelized Hydraulic Conductivity Field by Xun Zhang, Simin Jiang, Na Zheng, Xuemin Xia, Zhi Li, Ruicheng Zhang, Jiangjiang Zhang, Xinshu Wang

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Modernisation of Memorising the Qur'an: A Comparison of Traditional and Modern Methods by Neliwati Neliwati, Rubiyah Batubara, Muhammad Darwis, Desriadi Desriadi

“…Therefore, the integration of both methods, i.e., combining the strengths of traditional methods and the convenience of modern technology, can produce more optimal results. …”
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A UAV Image Stitching Method for Complex Urban Environments by W. Niu, D. Qiu, R. Wu, R. Wu, Z. Wang, Y. Shi

“…Experimental results show that the proposed method achieves high processing speed on low-performance hardware platforms, improves feature point distribution uniformity to 0.89, and achieves stitching accuracy (RMSE) of 3.5 pixels, significantly outperforming ORB and SIFT algorithms, while remaining robust in dynamic occlusion and lighting variation scenarios. …”
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Hilbert–Huang transform and spectrum-weighted reconstruction integration for millimeter wave radar-based heart rate detection by Hao CUI, Luyao LIU, Hao CHEN, Wendong XIAO

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Integrated OVMD-BiGRU-SMAC Framework for Forecasting Construction Accidents in the Kingdom of Saudi Arabia by Badr T. Alsulami, Afaq Khattak

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Challenges in AI-driven multi-omics data analysis for Oncology: Addressing dimensionality, sparsity, transparency and ethical considerations by Maryem Ouhmouk, Shakuntala Baichoo, Mounia Abik

“…In this review, we gathered published methods of deep learning-based multi-omics integration specialized in oncology since 2020. …”
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Women’s unemployment in urban Ethiopia: bayesian multilevel model approach by Buzuneh Tasfa Marine, Mihiret Genene Zewde

“…The multilevel Bayesian model incorporates various levels of variation and employs Bayesian inference for estimation and prediction, allowing for the integration of prior knowledge and uncertainty. …”
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Shifting Sands: Examining and Mapping the Population Structure of Greece Through the Last Three Censuses by Kleomenis Kalogeropoulos, Dionysios Fragkopoulos, Panagiotis Andreopoulos, Alexandra Tragaki

“…This paper aims to facilitate a more nuanced understanding of regional disparities in the population age structure at a local scale by applying a recent method for visualizing these disparities. Utilizing data from the three most recent population censuses in Greece, this method applies advanced data visualization techniques to map age distributions, highlighting significant variations in aging patterns across municipalities, towns, and districts. …”
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Underwater Visual Object Tracking Method Based on Scene Perception by Qianwei HU, Daiwei WANG, Renjie LI, Xiaofan YU, Bin KANG, Ruoyu SU

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A technical review on characterization methods for structures and properties of emulsion by Xuncheng Shi, Dawei Qi, Caihong Lin, Jianwei Li

“…Consequently, there is a critical need for a comprehensive review that integrates various characterization methods. This review addresses this gap by systematically evaluating key techniques, including scattering methods (dynamic light scattering, small-angle x-ray scattering), spectroscopic techniques (Fourier transform infrared and nuclear magnetic resonance spectroscopy), microscopy methods (scanning electron microscopy, confocal laser scanning microscopy), and rheometry. …”
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Single-Crystal Inspection Using an Adapted Total Focusing Method by Iratxe Aizpurua-Maestre, Aitor De Miguel, Jose Luis Lanzagorta, Ewen Carcreff, Lander Galdos

“…This study proposes a methodology to determine the crystal orientation, which is subsequently used to improve the Total Focusing Method (TFM) by incorporating the refracted beam directivity. …”
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CND and DRIS Methods for Nutritional Diagnosis in ‘Hass’ Avocado Production by Marcelo Almeida de Oliveira Junior, Danilo Eduardo Rozane, Tatiana Cantuarias-Avilés, Simone Rodrigues da Silva

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A Multicriteria Customer Classification Method in Supply Chain Management by Felipe Barrera, Marina Segura, Concepción Maroto

“…This method assigns alternatives to one of four classes defined by critical dimensions that integrate several evaluation criteria. …”
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Orbitrap noise structure and method for noise unbiased multivariate analysis by Michael R. Keenan, Gustavo F. Trindade, Alexander Pirkl, Clare L. Newell, Yuhong Jin, Konstantin Aizikov, Andreas Dannhorn, Junting Zhang, Lidija Matjačić, Henrik Arlinghaus, Anya Eyres, Rasmus Havelund, Richard J. A. Goodwin, Zoltan Takats, Josephine Bunch, Alex P. Gould, Alexander Makarov, Ian S. Gilmore

“…Using a stable primary ion beam to provide a well-controlled source of ions from a silver sample, we find that noise has three characteristic regimes: at low signals the Orbitrap detector noise and a censoring algorithm dominates; at intermediate signals counting noise specific to the ion emission process is most significant; and at high signals additional sources of measurement variation become important. Using this understanding, we developed a generative model for Orbitrap data that accounts for the noise distribution and introduce a scaling method, termed WSoR, to reduce the effects of noise bias in multivariate analysis. …”
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