How do data authors perform in data-intensive research activities? Evidence from author contribution statement in data papers by Heng Yang, Yonglin Yu, Fenghong Liu

“…By employing the Contributor Roles Taxonomy (CRediT), this study examines the division of scientific labor in data papers from Data in Brief. Method and analysis. Utilizing methods of mathematical statistics and data visualization, we analysed the connections between the 14 CRediT roles within data papers. …”
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Enhancing Disaster Situation Awareness Through Multimodal Social Media Data: Evidence from Typhoon Haikui by Songfeng Gao, Tengfei Yang, Yuning Xu, Naixia Mou, Xiaodong Wang, Hao Huang

“…A spatial visualization analysis of the disaster-affected areas was performed by categorizing the damage types. …”
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A transgenic mouse line for rabies virus-mediated trans-synaptic tracing in the postnatal developing brain. by Kengo Inada, Mitsue Hagihara, Miho Kihara, Takaya Abe, Kazunari Miyamichi

“…This method relies on RV mutants that require the expression of the TVA receptor and rabies glycoprotein to infect and spread to presynaptic neurons. …”
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Determining the efficiency of low-intensity laser radiation exposure with a wavelength of 445 nm appliied to the gingival area according to the data from laser doppler flowmetry by Natalia V. Romanenko, Ekaterina V. Tulskikh, Natalia M. Kirsanova, Svetlana V. Tarasenko

“…AIM: to assess the effects of 445 nm laser radiation with a 0.1 Watt power on the microcirculation and the lymphatic flow in the gingival area using the method of laser Doppler flowmetry. METHODS: The efficiency of laser radiation with a wavelength of 445 nm in the gingival area was determined by the data from laser Doppler flowmetry. …”
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A Review of the Applications, Benefits, and Challenges of Generative AI for Sustainable Toxicology by Furqan Alam, Tahani Saleh Mohammed Alnazzawi, Rashid Mehmood, Ahmed Al-maghthawi

“…Conventional toxicological methods often lack sustainability as they are costly, time-consuming, and sometimes inaccurate. …”
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Understanding multimorbidity: insights with graphical models by Erika Banzato, Alberto Roverato, Alessandra Buja, Giovanna Boccuzzo

“…Abstract Background The use of graphical models in the multimorbidity context is increasing in popularity due to their intuitive visualization of the results. A comprehensive understanding of the model itself is essential for its effective utilization and optimal application. …”
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Application of deep learning in malware detection: a review by Yafei Song, Dandan Zhang, Jian Wang, Yanan Wang, Yang Wang, Peng Ding

“…The review includes common methods such as convolutional neural networks, recurrent neural networks and generative adversarial networks, focusing on feature extraction techniques such as sequence features, image visualization and data enhancement. …”
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Retrograde device-assisted lumen-apposing metal stent insertion for candy cane syndrome by Anne Kimberly Lim-Fernandez, MD, Samuel Jun Ming Lim, MRCP, Chin Hong Lim, MRCP, Christopher Jen Lock Khor, MRCP, Damien Meng Yew Tan, MRCP

“…The gastroscope is used to assist with instillation of saline and endoscopic visualization of the LAMS in the blind pouch to ensure safe deployment. …”
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Gait Stability Under Hip Exoskeleton Assistance: A Phase-Dependent Analysis Using Gait Tube Methodology by Arash Mohammadzadeh Gonabadi, Farahnaz Fallahtafti

“…This study introduces gait tube analysis, a novel method for visualizing center of mass velocity trajectories in three-dimensional state space, to quantify phase-dependent gait stability under hip exoskeleton assistance. …”
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Knowledge mapping of autophagy in chronic obstructive pulmonary disease from 2004 to 2024: a bibliometric analysis by Yating Zhang, Anqi Li, Sumei Xu, Haoge Liu

“…Subsequently, bibliometric and visualization analyses were performed on the included publications using R software, CiteSpace, and VOSviewer.ResultsA total of 481 published articles across 229 journals related to COPD and autophagy were included. …”
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Changes in Stress-Strain Index in School-Aged Children: A 3-Year Longitudinal Study by Zhengfei Yang, Bo Wu, Zhouyue Li, Mengting Yu, Jinyun Jiang, Shuyuan Chen, Shengsong Xu, Junwen Zeng, Mengyi Wang, Xiao Yang

“…SSI, AL, and refractive error were measured via corneal visualization Scheimpflug technology (Corvis ST), IOLMaster biometry, and cycloplegic refraction. …”
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Temperature Field Analysis of Traction Linear Induction Motors Based on Field-circuit Coupling by XUE Yongpeng, WANG Shuhong, WU Pan, CHAI Jingtang

“…A 12 kW LIM is modeled using 3D fluid-solid coupling temperature field and finite element electromagnetic simulation methods. The finite volume method is employed for coupling the motor′s fluid and temperature fields, and the frozen rotor method is applied to account for the effects of surrounding air flow and rotor motion on the steady-state temperature rise of the motor. …”
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Ultrasound-guided peribulbar block in dromedary camels: a descriptive cadaveric study by Mohamed Marzok, Adel Almubarak, Rasha Yassin Elkhidr, Mohamed Abd Elkawi, Mohamed W. El-Sherif

“…Objective To describe and evaluate a novel supraorbital UG-PB technique in camel cadavers and compare its injection site accuracy with that of transpalpebral UG-RB using computed tomography (CT) imaging. Methods Twelve fresh cadaveric camel heads were used. …”
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Morphological signs of the prophylactic effect of 1,3-diethylbenzimidazolium triiodide on the ectopic growth of sarcoma 45 in the lung by A. I. Shikhlyarova, L. K. Trepitaki, E. M. Frantsiyants, I. V. Kaplieva, E. M. Nepomnyashchaya, V. A. Bandovkina, I. V. Neskubina, E. I. Surikova

“…Morphological control of the lung tumor growth was carried out in stages, weeks 1 through 8, while assessing visual changes with Axiovert microscope (Carl 44 Zeiss, Germany) as well as with Axiovision 4 image visualization program (Carl Zeiss, Germany).Results. …”
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ROLE OF MODERN IMAGING TECHNIQUES IN ADDITIONAL VIZUALISATION OF BREAST CANCER: LITERATURE REVIEW by A. S. Ainakulova, D. R. Kaidarova, Zh. Zh. Zholdybai, N. I. Inozemtceva, M. O. Gabdullina, I. M. Karibayev

“…Despite advances in treatment of breast cancer, early-stage breast cancer detection is limited by screening mammography and often requires additional breast imaging.The purpose of the study was to analyze available data on modern imaging techniques of additional breast visualization used for improving breast cancer screening.Material and methods. …”
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Moisture prediction in chicken litter using hyperspectral data and machine learning by Ahmad Tulsi, Abdul Momin, Victoria Ayres

“…Efficient moisture monitoring in chicken litter is essential for sustainable poultry waste management and its application as an organic fertilizer. Conventional methods like oven drying are destructive, time-consuming, and unsuitable for real-time assessment. …”
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Analysis of qRT-PCR Data to Identify the Most Stable Reference Gene Using gQuant by Abhay Pathak, Sukhad Kural, Shweta Singh, Lalit Kumar, Manjari Gupta, Garima Jain

“…However, existing tools for normalizer gene selection are fraught with both statistical limitations and inadequate graphical user interfaces for data visualization. gQuant, the tool presented here, essentially overcomes these limitations. …”
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Discovering the Structure of Knowledge in Urban Data Mining Using Vocabulary Co-occurrence Analysis by Enayat Alah Mohaghegh Nasab, Mahmoud Mohamadi

“…In the current study, which is development in terms of purpose and descriptive-analytical in terms of method; It is taken from the co-occurrence analysis of words for further analysis and understanding of the field of urban data mining. …”
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Fine-Grained Identification of Benthic Diatom Scanning Electron Microscopy Images Using a Deep Learning Framework by Fengjuan Feng, Shuo Wang, Xueqing Zhang, Xiaoyao Fang, Yuyang Xu, Jianlei Liu

“…Ablation studies and visualization further validate the efficacy of each module.…”
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Technical approaches of 3D reconstruction from protein complex using the mixture of differently stained images: providing suggestive evidence for improving its resolution by Yoon Ho Park, Myeong Seon Jeong, Gang San Song, Tak gwonbaek, Young Kwan Kim, Hyun Suk Jung

“…However, the limitations of single staining methods often result in incomplete structural information. …”
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