The Overlooked Role of Roadworks in Micromobility’s Accessibility by Dimitrios Argyros, Jeppe Rich, Anders F. Jensen

“…For the first time, we present a comprehensive dataset on construction work in Copenhagen and analyse travel time delays in cycling trips by expanding a cycling speed model based on extensive trajectory data. …”
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Microworm Culture for Use in Freshwater Ornamental Aquaculture by Shane Ramee, Taylor Lipscomb, Matthew DiMaggio

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Machine Learning Based on a Multiparametric and Multiregional Radiomics Signature Predicts Radiotherapeutic Response in Patients with Glioblastoma by Zi-Qi Pan, Shu-Jun Zhang, Xiang-Lian Wang, Yu-Xin Jiao, Jian-Jian Qiu

“…The MRI images, genetic data, and clinical data of 152 patients with GBM were analyzed. 122 patients from the TCIA dataset (training set: n=82; validation set: n=40) and 30 patients from local hospitals were used as an independent test dataset. …”
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CODE-ACCORD: A Corpus of building regulatory data for rule generation towards automatic compliance checking by Hansi Hettiarachchi, Amna Dridi, Mohamed Medhat Gaber, Pouyan Parsafard, Nicoleta Bocaneala, Katja Breitenfelder, Gonçal Costa, Maria Hedblom, Mihaela Juganaru-Mathieu, Thamer Mecharnia, Sumee Park, He Tan, Abdel-Rahman H. Tawil, Edlira Vakaj

“…Addressing these challenges, we introduce CODE-ACCORD, a dataset of 862 sentences from the building regulations of England and Finland. …”
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Metabonomic-Transcriptome Integration Analysis on Osteoarthritis and Rheumatoid Arthritis by Ningyang Gao, Li Ding, Jian Pang, Yuxin Zheng, Yuelong Cao, Hongsheng Zhan, Yinyu Shi

“…Meanwhile, metabolomic dataset MTBLS564 was downloaded and preprocessed to obtain metabolites. …”
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Accuracy of Deep Learning Algorithms for the Diagnosis of Retinopathy of Prematurity by Fundus Images: A Systematic Review and Meta-Analysis by Jingjing Zhang, Yangyang Liu, Toshiharu Mitsuhashi, Toshihiko Matsuo

“…For the validation dataset and test dataset, the AUC was 0.977 (0.968–0.986) and 0.987 (0.982–0.992), respectively. …”
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Application of rice shell activated carbon for reduction of chemical oxygen demand limit and adsorption of iron from abattoir wastewater by Robinson Davi Udo, Samuel Ayegu Tsebam, Kolade Olawale Samson, Precious Nya Umo, Adeniyi Solomon Lawal, Juliet Gordon, Oluwaseun Fetuata, Ibrahim Ademola Fetuga, Olabode Thomas Olakoyejo, Antonio Marcos de Oliveira Siqueira

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Periprosthetic femoral fractures in minimally-invasive anterolateral short stem versus transgluteal straight stem cementless total hip arthroplasty: What are the differences in the... by Matthias Luger, Sandra Feldler, Manuel Gahleitner, Lorenz Pisecky, Tobias Gotterbarm, Christian Stadler

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SP-YOLO: A Real-Time and Efficient Multi-Scale Model for Pest Detection in Sugar Beet Fields by Ke Tang, Yurong Qian, Hualong Dong, Yuning Huang, Yi Lu, Palidan Tuerxun, Qin Li

“…This study constructed the BeetPest dataset, a multi-scale pest dataset for beets in complex backgrounds, and proposed the SP-YOLO model, which is an improved real-time detection model based on YOLO11. …”
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A Mobile Image-Driven PM2.5 Estimation Framework Using Deep Learning Techniques by Anupam Kamble, Somrawee Aramkul, Paskorn Champrasert

“…EfficientNet-B1, with a resolution of <inline-formula> <tex-math notation="LaTeX">$240\times 240$ </tex-math></inline-formula> pixels, was determined to be the optimal variant of EfficientNet for a small dataset of images needed for the estimation of the PM2.5 concentration value. …”
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Effective Dose Estimation in Computed Tomography by Machine Learning by Matteo Ferrante, Paolo De Marco, Osvaldo Rampado, Laura Gianusso, Daniela Origgi

“…The random forest regressor on the external dataset showed an MAE of 0.215 mSv and an MAPE of 7.1%. …”
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Iatrogenic Anetoderma of Prematurity: A Case Report and Review of the Literature by Laura Maffeis, Lorenza Pugni, Carlo Pietrasanta, Andrea Ronchi, Monica Fumagalli, Carlo Gelmetti, Fabio Mosca

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RETRACTED: The role and molecular mechanism of Trop2 induced epithelial‐mesenchymal transition through mediated β‐catenin in gastric cancer by Wei Zhao, Lizhou Jia, Xingwang kuai, Qi Tang, Xiaochen Huang, Tingting Yang, Zhenning Qiu, Jin Zhu, Jianfei Huang, Wenbin Huang, Zhenqing Feng

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Blood molecular subtypes to guide precision treatment strategies in systemic juvenile idiopathic arthritis by In-Woon Baek, Jung Woo Rhim, Kyung-Su Park, Ki-Jo Kim

“…Methods A blood transcriptomic dataset was collected from patients with systemic JIA (sJIA) (n = 168), polyarticular JIA (n = 254), oligoarticular JIA (n = 96), enthesitis-related arthritis (n = 40), and healthy controls (n = 220). …”
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Internal transcribed spacer metagenomics data unravelling the core fungal community structure residing the wheat and maize rhizosphereNCBINCBINCBI by Sadia Latif, Rizwana Kousar, Anum Fatima, Naeem Khan, Hina Fatimah

“…The exploration and understanding of the rhizosphere microbes can be valuable in sustainable agriculture. The present dataset aimed to reveal the core fungal community residing in the rhizosphere of wheat (Triticum aestivum L.) and maize (Zea mays L.). …”
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Artificial Visual System for Stereo-Orientation Recognition Based on Hubel-Wiesel Model by Bin Li, Yuki Todo, Zheng Tang

“…Notably, AVS enhanced the TransNeXt model in improving its overall performance from 73.1% to 97.2% on the 3D-MNIST dataset and from 56.1% to 86.4% on the 3D-Fashion-MNIST dataset. …”
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Chemometric Methods—A Valuable Tool for Investigating the Interactions Between Antifungal Drugs (Including Antifungal Antibiotics) and Food by Agnieszka Wiesner-Kiełczewska, Paweł Zagrodzki, Alicja Gawalska, Paweł Paśko

“…Methods: We analyzed 15 oral antifungal drugs, including azoles (8), antifungal antibiotics (4), antifungal antimetabolites (1), squalene epoxidase inhibitors (1), and glucan synthase inhibitors (1). The input dataset comprised information from published clinical trials, chemical records, and calculations. …”
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Construction of Multi-Scale Fusion Attention Unified Perceptual Parsing Networks for Semantic Segmentation of Mangrove Remote Sensing Images by Xin Wang, Yu Zhang, Wenquan Xu, Hanxi Wang, Jingye Cai, Qin Qin, Qin Wang, Jing Zeng

“…This study addresses three key challenges in mangrove monitoring: limited high-quality datasets, the complex spatial characteristics of mangrove distribution, and technical difficulties in high-resolution image processing. …”
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Intrahepatic Cholestasis of Pregnancy and Associated Adverse Maternal and Fetal Outcomes: A Retrospective Case-Control Study by Mingjuan Luo, Mengyang Tang, Feng Jiang, Yizhen Jia, Robert Kien Howe Chin, Wei Liang, Hu Cheng

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Hybrid Offset Position Encoding for Large-Scale Point Cloud Semantic Segmentation by Yu Xiao, Hui Wu, Yisheng Chen, Chongcheng Chen, Ruihai Dong, Ding Lin

“…RandLA-Net with HOPE achieved a 1.4% improvement on the large-scale outdoor dataset Toronto3D, all with minimal additional computational cost. …”
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