Application of Intelligent Archives Management Based on Data Mining in Hospital Archives Management by Juan Li

“…Data mining belongs to knowledge discovery, which is the process of revealing implicit, unknown, and valuable information from a large amount of fuzzy application data. …”
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Tracking Air Pollution Changes Using Sentinel-5P Data in Khuzestan. by Behnaz Ghaderi, Payam Alemi Safaval, Mohammad Reza Tabesh, Zahra Azizi

“…This study utilized Sentinel-5P satellite image products and data from synoptic stations in Khuzestan province. …”
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Patient-specific estimation of distal lung morphometry using aerosol deposition data by S. G. Karthiga Devi, S. G. Karthiga Devi, Alladi Mohan, Kalawat T.C, Mahesh V. Panchagnula

“…BackgroundCurrent imaging and diagnostic methods are unable to visualize distal lung beyond the seventh branching generation, despite its critical role in lung function. …”
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Lightweight hybrid transformers-based dyslexia detection using cross-modality data by Abdul Rahaman Wahab Sait, Yazeed Alkhurayyif

“…Due to the limitations, deep learning (DL) models have been explored to improve DD by analyzing complex neurological, behavioral, and visual data. DL architectures, including convolutional neural networks (CNNs) and vision transformers (ViTs), encounter challenges in extracting meaningful patterns from cross-modality data. …”
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Longitudinal Monitoring of Electric Vehicle Travel Trends Using Connected Vehicle Data by Jairaj Desai, Jijo K. Mathew, Nathaniel J. Sturdevant, Darcy M. Bullock

“…Although the current CV dataset does not randomly sample the full fleet of ICE, HVs, and EVs, the methodologies and visuals in this study present a framework for future evaluations of the return on charging infrastructure investments on a regular basis using real-world data from electric vehicles traversing U.S. roads. …”
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Aquifer vulnerability assessment in data-scarce areas: a spatially explicit assessment by Changhyun Jun, Dongkyun Kim, Sayed M. Bateni, Meghdad Biyari, Ely Salwana, Farzaneh Sajedi Hosseini, Amir Mosavi, Hao-Ting Pai, Bahram Choubin

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Enhancing Tip Detection by Pre-Training with Synthetic Data for Ultrasound-Guided Intervention by Ruixin Wang, Jinghang Wang, Wei Zhao, Xiaohui Liu, Guoping Tan, Jun Liu, Zhiyuan Wang

“…<b>Conclusions:</b> The experimental results demonstrate that our method enhances the generalization of tip detectors without relying on expert annotations or large amounts of real data, offering significant potential for more accurate visual guidance during US-guided interventions and broader clinical applications.…”
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Development and validation of a diagnostic model for tuberculous meningitis based on laboratory data by Fuyong Liu, Zheng Li, Xuejiao Li, Wei Hong, Yanlin Zhou, Yungang Han, Shuang Xia, Jiao Tan, Yunchang Yang, Shiqi Li, Zhi Li, Wenyi He, Huihui Chen, Pengxiang Li, Yali Wang, Xu Yang, Jingcai Gao, Wei Wang

“…We retrospectively collected and analyzed demographic data (gender, age) and cerebrospinal fluid (CSF) parameters, including biochemical profiles and white blood cell counts with differential analysis. …”
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Galaxy Morphology Classification via Deep Semisupervised Learning with Limited Labeled Data by Zhijian Luo, Jianzhen Chen, Zhu Chen, Shaohua Zhang, Liping Fu, Hubing Xiao, Chenggang Shu

“…Furthermore, galaxy images generated by GC-SWGAN are visually similar to real samples. Our approach provides a new solution to the challenge of needing to manually label large amounts of data in astronomy.…”
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Small-sample-data augmentation and transfer strategies for forest cover change monitoring by Kun Feng, Shaoxiu Ma, Haiyang Xi, Linhao Liang, Weiqi Liu, Atsushi Tsunekawa

“…By integrating small-sample data from field observations and expert visual interpretation, as well as utilizing Dempster-Shafer (D-S) evidence theory to assimilate multi-source land cover datasets, a high-quality large-sample label database for the Qilian Mountains was constructed. …”
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Design and Application of Algorithm Intensive Environment for CMA Big Data and Cloud Platform by Huo Qing, He Wenchun, He Lin, Gao Feng, Chen Shiwang, Xu Yongjun

“…The lack of intensification in meteorological services can result in inconsistent data standards and make the operation and maintenance more challenging, which can lead to significant waste in investment due to duplicate data storage and inconsistent data caused by untimely synchronization. …”
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DATA FROM CLINICAL AND INSTRUMENTAL EXAMINATIONS OF PATIENTS WITH CHRONIC PAIN IN THE SHOULDER JOINT by V. A. Nesterenko, A. E. Karateev, M. A. Makarov, E. I. Byalik, S. A. Makarov, V. E. Byalik, M. R. Nurmukhametov, A. A. Roskidailo, I. A. Fedotov

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Mapping stakeholders, services, data, and the information system for adolescent health in the West Bank by Aisha Shalash, Maysaa Nemer, Niveen Abu-Rmeileh, Mohammad Kittaneh, Dervla Kelly, Khalifa Elmusharaf

“…Thematic analysis was performed on interview data, and geospatial analysis was used to visualize the distribution of services and providers across 11 governorates using ArcMap 10.5. …”
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Analysis of Progress in Data Mining of Scientific Literature Using Large Language Models by CAI Yiran, HU Zhengyin, LIU Chunjiang

“…Chart decoding uses neural networks to extract numerical values and semantic patterns from visual elements. 2) Tool dimension: This explores the core functionalities of notable AI tools, including data mining platforms (such as LitU, SciAIEngine) and knowledge generation systems (such as Agent Laboratory, VirSci), with a focus on multimodal processing and automation. 3) Application dimension: LLMs produce high-quality datasets to tackle the issue of data scarcity. …”
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Eigenvector biomarker for prediction of epileptogenic zones and surgical success from interictal data by Sayantika Roy, Armelle Varillas, Armelle Varillas, Emily A. Pereira, Patrick Myers, Patrick Myers, Golnoosh Kamali, Kristin M. Gunnarsdottir, Kristin M. Gunnarsdottir, Nathan E. Crone, Adam G. Rouse, Jennifer J. Cheng, Michael J. Kinsman, Patrick Landazuri, Patrick Landazuri, Utku Uysal, Carol M. Ulloa, Nathaniel Cameron, Sara Inati, Kareem A. Zaghloul, Varina L. Boerwinkle, Sarah Wyckoff, Niravkumar Barot, Jorge González-Martínez, Joon Y. Kang, Sridevi V. Sarma, Sridevi V. Sarma

“…The current standard for EZ localization often requires invasive monitoring of patients for several weeks in the hospital during which intracranial EEG (iEEG) data is captured. This process is time-consuming as the clinical team must wait for seizures and visually interpret the iEEG during these events. …”
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ECG‐based epileptic seizure prediction: Challenges of current data‐driven models by Sotirios Kalousios, Jens Müller, Hongliu Yang, Matthias Eberlein, Ortrud Uckermann, Gabriele Schackert, Witold H. Polanski, Georg Leonhardt

“…Finally, visualized HRV data, clinical metadata, and results were correlated. …”
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An Implementation of Interactive Application for the Synthesis of Communication Systems with Antenna Arrays by S. V. Kuzmin, K. O. Korovin, T. R. Raimzhanov

“…The quality of analysis and synthesis of such complex systems can be enhanced by use of interactive data visualization, which requires a fairly quick calculation of characteristics.Aim. …”
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What is the best way to communicate the uncertainty of a digital soil mapping product? Some lessons from an end-users survey by Léa Courteille, Léa Tardieu, Nadia Boukhelifa, Evelyne Lutton, Philippe Lagacherie

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A Column Encryption-Based Privacy-Preserving Framework for Hadoop Big Data Sets by Hidayath Ali Baig

“…These include, but are not limited to, data storage, exchange, curation, transit, analysis, visualization, security and privacy. …”
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METHODS OF MORTALITY VISUALIZATION (IN THE CONTEXT OF PHOTOGRAPHIC MATERIALS OF THE SECOND HALF OF THE 20TH CENTURY) / СПОСОБЫ ВИЗУАЛИЗАЦИИ МОРТАЛЬНОСТИ (НА ПРИМЕРЕ ФОТОГРАФИЧЕСКОГ... by KARPUKHINA SVETLANA P. / КАРПУХИНА С.П.

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