Comprehensive analysis of Arabidopsis expression level polymorphisms with simple inheritance by Stephanie Plantegenet, Johann Weber, Darlene R Goldstein, Georg Zeller, Cindy Nussbaumer, Jérôme Thomas, Detlef Weigel, Keith Harshman, Christian S Hardtke

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A retrospective analysis of 6942 amniocentesis cases by Qingsha An, Yuxiao Huang, Feifei Yu, Yilun Tao, Juan Li, Xiaoze Li

“…Samples with partially missing data were retained, including 18 cases (0.26%) lacking maternal age information, 23 cases (0.33%) missing gestational age data, and 8 cases (0.12%) without documented indications for prenatal diagnosis. …”
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Deep Learning-Based Interpolation for Ground Penetrating Radar Data Reconstruction by Ziyang Zhou, Meijia Huang, Hong Xu, Xinyu Yang, Yinpeng Li, Zhuo Jia

“…Convolutional Neural Networks (CNNs) are used to learn signal patterns from large datasets, enabling the model to predict missing data and restore the integrity and continuity of the GPR data. …”
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Estimating Flood-Affected Houses as an SDG Indicator to Enhance the Flood Resilience of Sahel Communities Using Geospatial Data by Miguel A. Belenguer-Plomer, Inês Mendes, Michele Lazzarini, Omar Barrilero, Paula Saameño, Sergio Albani

“…The United Nations (UN) framework defines indicator 13.1.1 as the number of deaths, missing persons, and directly affected individuals due to disasters per 100,000 population. …”
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Teacher preparation needs critical consciousness by Allison Rae Ward-Seidel, Lillian Bentley

“…Teaching is a challenging profession, let alone the additional hurdles placed on educators to overcome systemic barriers to close opportunity gaps and fill in missing education from the COVID-19 pandemic years. …”
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Transformation of Coordinates of Boundary Points of Neighboring Mining Areas Using an Authorial Procedure Based on the Method of Independent Models—A Case Study by Monika Żogała, Violetta Sokoła-Szewioła, Marian Poniewiera

“…In order to integrate data relevant to decision making, especially for the development of post-mining areas, it is important to ensure their uniform spatial reference. …”
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Leveraging industry 4.0 and circular open innovation for digital sustainability: The role of circular ambidexterity by Noor Ul Hadi, Balqees Almessabi, Muhammad Imran Khan

“…In contrast, those that fail to engage in circular open innovation may use Industry 4.0 solely for efficiency gains, missing opportunities to create truly regenerative systems. …”
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Evaluation criteria of objects vibration state by parameters of signal characteristic function by I. S. Kudryavtseva, A. P. Naumenko, A. M. Demin

“…The obtained signs are integral estimates of the vibroacoustic signals statistical characteristics for piston compressors. …”
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Elucidation of B-cell specific drug immunogenicity liabilities via a novel ex vivo assay by Cary M. Looney, Axel Ducret, Guido Steiner, Karen Dernick, Katharina Hartman, Michel Siegel, Timothy Hickling, Alex Odermatt, Céline Marban-Doran

“…Here, we describe the development of an ex vivo B-cell immunogenicity assay, to capture a key component of the immune response that has been missing from previously published ex vivo immunogenicity assays. …”
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AutoML for calorific value prediction using a large database from the coal gasification practices in China by Yuchao Guo, Xia Liu, Yunfei Gao, Xiaoyu Wang, Lu Ding, Weitong Pan, Cheng Hua, Yulian He, Xueli Chen, Zhenghua Dai, Guangsuo Yu, Fuchen Wang

“…However, ML models with a large database for the overall regions of China are still missing. Based on the extensive coal gasification practices in East China University of Science and Technology, we have built ML models with a large database for overall regions of China. …”
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A large model for non-invasive and personalized management of breast cancer from multiparametric MRI by Luyang Luo, Mingxiang Wu, Mei Li, Yi Xin, Qiong Wang, Varut Vardhanabhuti, Winnie CW Chu, Zhenhui Li, Juan Zhou, Pranav Rajpurkar, Hao Chen

“…MOME further supports inference with missing modalities and provides decision explanations by highlighting lesions and measuring modality contributions. …”
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Three-Layer Reconstruction of a Full-Thickness Nasal Alar Defect after Basal-Cell Carcinoma Removal by Kostadin Gigov, Ivan Ginev, Ivaylo Minev, Petra Kavradzhieva

“…Restoring the integrity of the external nose presents a complex surgical challenge due to its three-dimensional structure and subunit divisions. …”
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FLC-Net: Innovative fraud classification in loan applications with dual channel graph advanced neural network by P. Pedda Sadhu Naik, Kalleda Appanolla Architha, Maddela Mahesh, Chitkula Anand, Gaddam Shriya Reddy, Patlola Suraj Reddy

“…The proposed Fraudulent Loan Classification Network (FLC-Net) addresses these limitations by integrating robust data preprocessing techniques, including missing value imputation, outlier removal, and normalization, to enhance data quality and consistency. …”
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Identifying the place without text annotations: an assembled neural network framework for content-based raster map retrieval with cartographical morphological pattern by Xiran Zhou, Yi Wen, Zhenfeng Shao, Wenwen Li, Guochao Hu, Xiao Xie, Ruoran Li, Qunshan Zhao

“…As the primary map languages, text and symbol annotations might be incorrect, or even missing. This poses a challenge for state-of-the-art map content recognition approaches that mainly focus on map text information. …”
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Ecologically sustainable benchmarking of AI models for histopathology by Yu-Chia Lan, Martin Strauch, Pourya Pilva, Nikolas E. J. Schmitz, Alireza Vafaei Sadr, Leon Niggemeier, Huong Quynh Nguyen, David L. Hölscher, Tri Q. Nguyen, Jesper Kers, Roman D. Bülow, Peter Boor

“…We proposed a metric termed ‘environmentally sustainable performance’ (ESPer), which quantitatively integrates performance and operational CO2eq during training and inference. …”
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Attitudes of political-administrative decision makers towards the implementation of nature-based solutions in water management – a case study on a hypothetical constructed wetland... by Franka Pätzke, Christoph Schulze, Jochen Hack, Karina Castro-Arce, Veronica Alejandra Neumann, Barbara Schröter

“…Nevertheless, research shows that in practice, NBS confront several barriers in planning and implementation, many of which are related to the different attitudes of political and administrative actors. There is knowledge missing on their viewpoints on NBS. We used Q-methodology to explore the attitudes towards the implementation of a constructed wetland as NBS, interviewing decision-makers from the Tárcoles River Basin Commission in Costa Rica, the administrative body in charge of the integrated management of the river. …”
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Modal Analysis of the Wake Shed Behind a Horizontal Axis Wind Turbine with Flexible Blades by Sajad Salavatidezfouli, Armin Sheidani, Kabir Bakhshaei, Ali Safari, Arash Hajisharifi, Giovanni Stabile, Gianluigi Rozza

“…Also, it is concluded that the exclusion of the tower leads to missing a major part of the wake structures, especially at far-wake positions.…”
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Synthesis of a global daily average gapless land surface temperature dataset from 2003 to 2018 by Xin Pan, Xu Ding, Kevin Tansey, Rufat Guluzade, Penghua Hu, Zi Yang, Suyi Liu, Jie Yuan, Zhanchuan Wang, Ziyu Lv, Wenyi Duan, Yingbao Yang

“…However, due to factors such as cloud, remote sensing LST data often exhibit a significant number of missing values, which can pose challenges to its application. …”
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Understanding Bio-Orthogonal Strain-Driven Sydnone Cycloadditions: Data-Assisted Profiles and the Search for Linear Relationships by Juan García de la Concepción, Pedro Cintas, Rafael Fernando Martínez

“…Through accurate estimation of activation barriers and prediction of rate constants, our findings further increase the significance of integrating strain release and electronic effects in organic reactivity. …”
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The Architecture and Key Technologies of Fault Inversion System for Hybrid UHV AC/DC Power Grid by Bing WANG, Yupei JIA, Jianfeng YAN, Yiding JIN

“…A complete and accurate fault inversion model is generated by integrating the mode offline model of Power System Data Base (PSDB) with the real-time online model of Smart Grid Dispatching and Control System, which can not only solve the problem of missing transient parameters of the real-time online model, but also overcome the difficulty that the mode offline model cannot reflect the power flow of power grid in real-time. …”
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