User-Centred Design and Multi-Actor Approach in Agricultural Innovations – Case: Combi Drill Design by Hannu Haapala

“…That enables the users to easily integrate the drill in existing machine chains, having either modern or older tractors, without extra tractor investments. …”
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DentoMorph-LDMs: diffusion models based on novel adaptive 8-connected gum tissue and deciduous teeth loss for dental image augmentation by Hanaa Salem Marie, Mostafa Elbaz, Riham sobhy Soliman, Amira Abdelhafeez elkhatib

“…Abstract Pediatric dental image analysis faces critical challenges in disease detection due to missing or corrupted pixel regions and the unique developmental characteristics of deciduous teeth, with current Latent Diffusion Models (LDMs) failing to preserve anatomical integrity during reconstruction of pediatric oral structures. …”
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TransXLT: A novel ZTD prediction method with SASR-based data reconstruction by Shicheng Xie, Xuexiang Yu, Jiajia Yuan, Xu Yang, Mingfei Zhu, Yuchen Han, Min Wei, Zhongchen Guo

“…Missing data are reconstructed using a sparse attention-based time series reconstruction (SASR) method. …”
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A high-resolution lithospheric magnetic field model of China and surroundings by using CHAMP, Swarm, CSES-1, and MSS-1 satellite magnetic measurements and aeromagnetic anomaly data by Pan Zhang, JinSong Du, Liang Yin, Qing Yan, JiaXuan Zhang, HouPu Li, Keke Zhang, Chao Chen

“…The first version, CUG_CLMFM3Dv1, is a spherical cap harmonic model integrating the WDMAMv2 (World Digital Magnetic Anomaly Map version 2) global magnetic anomaly grid and nearly a decade of CHAMP (Challenging Minisatellite Payload for Geophysical Research and Application) satellite vector data. …”
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Data‐driven guidelines for phylogenomic analyses using SNP data by Jacob S. Suissa, Gisel Y. De La Cerda, Leland C. Graber, Chloe Jelley, David Wickell, Heather R. Phillips, Ayress D. Grinage, Corrie S. Moreau, Chelsea D. Specht, Jeff J. Doyle, Jacob B. Landis

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A Holistic Optimization Framework for Optimal Sizing, Cost, and Longer Lifetime of DC-DC Modular Solid-State Transformers in Wind Energy Applications by Serhat Emir Ogan, Chaochao Song, Sajib Chakraborty, Thomas Geury, Pooya Davari, Omar Hegazy

“…A direct current system is integrated between the wind turbines; therefore, the wind farm utilizes a DC collection system. …”
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Smart Management of Energy Losses in Distribution Networks Using Deep Neural Networks by Ihor Blinov, Virginijus Radziukynas, Pavlo Shymaniuk, Artur Dyczko, Kinga Stecuła, Viktoriia Sychova, Volodymyr Miroshnyk, Roman Dychkovskyi

“…Given the presence of anomalies and missing values in the operational data, a two-stage preprocessing algorithm incorporating DBSCAN clustering was applied for data cleansing and imputation. …”
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DDoSNet: Detection and prediction of DDoS attacks from realistic multidimensional dataset in IoT network environment by Goda Srinivasa Rao, P. Santosh Kumar Patra, V.A. Narayana, Avala Raji Reddy, G.N.V. Vibhav Reddy, D. Eshwar

“…At the beginning of the data preprocessing phase, the dataset must be cleaned up, missing values must be handled, and the data needs to be transformed into an acceptable format for analysis. …”
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Gray Brick Wall Surface Damage Detection of Traditional Chinese Buildings in Macau: Damage Quantification and Thermodynamic Analysis Method via YOLOv8 Technology by Liang Zheng, Jianyi Zheng, Yile Chen, Yuchan Zheng, Wei Lao, Shuaipeng Chen

“…A dataset comprising 375 annotated images collected from 162 gray brick historical buildings in Macau was constructed, covering eight damage categories: crack, damage, missing, vandalism, moss, stain, plant, and intact. …”
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Comprehensive phenotypic analysis of multiple gene deletions of α-glucan synthase and Crh-transglycosylase gene families in Aspergillus niger highlighting the versatility of the fu... by Katharina J. Ost, Mark Arentshorst, Bruno M. Moerschbacher, Mareike E. Dirks-Hofmeister, Arthur F.J. Ram

“…These observations underscore the ability of fungal cells to adapt and secure cell wall integrity, even when two entire cell wall protein-encoding gene families are missing.…”
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Combination treatment with acupoint therapy and conventional medication for non-motor symptoms in Parkinson’s disease: a systematic review and meta-analysis by Wenjiao Hu, Wenjiao Hu, Hao Zhou, Wenwen Zhu, Wenwen Zhu, Songcheng Xie, Songcheng Xie, Yue Zeng, Zhengyan Wang, Zhengyan Wang

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Masked and Noise-Masked Multimodal Brain Tumor Image Segmentation Using SegFormer and Shared Encoder Framework by K. Hemalatha, P. R. Vishnu Vardhan, Alfred Dharmaraj Aravindraj, S. Hari Hara Sudhan

“…To address this limitation and the challenges of missing and noisy pixels in an MRI image, this work introduces the Masking and Noise-masking Multimodal SegFormer (MNMS) - a transformer-based framework designed for brain tumor segmentation, which collectively combines complementary information from multiple MRI modalities while integrating dual masking strategies, one to handle incomplete data and another to overcome noise artifacts. …”
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Prevalence of Obesity and Dental Caries in Kindergarten Children During the First Decade of Saudi Vision 2030: A Cross-Sectional Study by Heba M. Elkhodary, Deema J. Farsi, Nada J. Farsi, Logain K. Alattas, Ali B. Alshaikh, Najat M. Farsi

“…Following an oral examination, the decayed, missing, and filled teeth (dmft) scores were noted. …”
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Challenges in Precision Sunflower Cultivation: The Impact of the Agronomic Environment on the Quality of Precision Sowing Techniques and Yield Parameters by Mihály Zalai, Csaba Bojtor, János Nagy, Adrienn Széles, Szabolcs Monoki, Árpád Illés

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A Novel Evolutionary Deep Learning Approach for PM_2.5 Prediction Using Remote Sensing and Spatial–Temporal Data: A Case Study of Tehran by Mehrdad Kaveh, Mohammad Saadi Mesgari, Masoud Kaveh

“…To overcome these issues, we propose integrating the novel orchard algorithm (OA) with LSTM to optimize air pollution forecasting. …”
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Changes in Dental Caries Risk among Middle School Students Using an ICT-Based Caries Management Program by An-Na Yeo, Yu-Min Kang, Su-Young Lee

“…This study evaluated the effectiveness of the CAMBRA-students mobile application, integrated with an information and communication technology (ICT) based intervention, in modifying caries risk factors in middle school students. …”
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Reframing resilience-oriented urban water management: learning from social–ecological–technological system interactions and uncertainties in a water-scarce city by Elisabeth H. Krueger, Zhao Ma, Ghada N. Kassab, Nona Schulte-Römer

“…This leads to uncertainties regarding the outcomes of management interventions. We suggest that integrating different stakeholder perspectives into water management strategies could enhance urban water resilience. …”
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Analysis of optimizing Bicon short implant placement in posterior mandible with type II bone by Mingyi Ji, Xinyi Ji, Junfeng Xu

“…Abstract Background Dental implantation has emerged as the predominant approach for the replacement of missing teeth. Nevertheless, the resorption of alveolar bone occurs progressively following tooth loss, leading to varying perspectives regarding the application of bone augmentation techniques for standard-length implants versus the direct utilization of shorter implants. …”
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Wheat Soil-Borne Mosaic Virus Disease Detection: A Perspective of Agricultural Decision-Making via Spectral Clustering and Multi-Indicator Feedback by Xue Hou, Chao Zhang, Yunsheng Song, Turki Alghamdi, Majed Aborokbah, Hui Zhang, Haoyue La, Yizhen Wang

“…Second, a Bayesian graph convolutional networks model (Bayesian-GCN) is used to construct a spatial trust propagation mechanism, inferring missing trust values and preserving regional dependencies. …”
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Monitoring and Analysis of Relocation and Reclamation of Residential Areas Based on Multiple Remote Sensing Indices by Huiping Huang, Yingqi Wang, Chao Yuan, Wenlu Zhu, Yichen Tian

“…Firstly, it addressed the issue of missing target bands in GF-2 (GaoFen-2) by employing a band downscaling method; secondly, it combined building and vegetation indices to identify changes in land cover in the old villages within the floodplain, analyzing the implementation effects of the relocation and reclamation policies. …”
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