RanViz: Ransomware Visualization and Classification Based on Time-Series Categorical Representation of API Calls by Vhuhwavho Mokoma, Avinash Singh

“…RanViz employs advanced visualization techniques to represent categorical API call time-series data, enabling analysts to intuitively understand ransomware behaviours that might otherwise remain obscured. …”
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A comprehensive machine learning for high throughput Tuberculosis sequence analysis, functional annotation, and visualization by Md. Saddam Hossain, Md. Parvez Khandocar, Farzana Akter Riti, Md. Yeakub Ali, Prithbey Raj Dey, S M Jahurul Haque, Amira Metouekel, Atrsaw Asrat Mengistie, Mohammed Bourhia, Farid Khallouki, Khalid S. Almaary

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scQTLtools: An R/Bioconductor Package for Comprehensive Identification and Visualization of Single-Cell eQTLs by Xiaofeng Wu, Xin Huang, Pinjing Chen, Jingtong Kang, Jin Yang, Zhanpeng Huang, Siwen Xu

“…However, existing tools are often limited in functionality, input compatibility, or scalability for sparse single-cell data. To address these challenges, we developed scQTLtools, a comprehensive R/Bioconductor package that facilitates end-to-end single-cell eQTL analysis, from preprocessing to visualization. …”
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Preoperative visualization of peripheral arteries with duplex ultrasonography in patients with diabetes mellitus and critical limb ischemia by Olga Nikolaevna Bondarenko, N L Ayubova, Gagik Radikovich Galstyan, Ivan Ivanovich Dedov

“…We also investigated specific clinical factors compromising DU diagnostic capabilities in patients with DM. RESULTS: Our data suggests adequate coherence between DU and DA for pre-operative visualization. …”
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3D Visualization Monitoring and Early Warning of Surface Deformation in Subsidence Area Based on GIS by Lei Gao, Yuanwen Song, Bo Zhao

“…In order to make the surface deformation visualization and realize the high approximation processing with the subsidence area, this paper innovatively introduces the 3D visualization settlement data analysis and realizes the calculation result analysis and corresponding retrieval multiple visualization in the subsidence area depth prediction process. …”
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Research trends and hotspots in farmer and herdsman income: a visualization analysis using CiteSpace by Meiting Bai, Ting Wan, Qianhua Chen, Beifan Yue, Yanli Feng, Wenqiang Ding, Wenqiang Ding, Tingyu Duan

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From Multi‐Omics to Visualization and Beyond: Bridging Micro and Macro Insights in CAR‐T Cell Therapy by Yuting Gong, Peng Fei, Yicheng Zhang, Yang Xu, Jia Wei

“…The integration of genomics, epigenomics, transcriptomics, proteomics, metabolomics, and microbiomics enables a comprehensive understanding of the intrinsic mechanisms underlying CAR‐T therapy, while single‐cell and spatial omics significantly improve data resolution and analytical depth. Coupled with advances in biomedical engineering, visualization technologies form the foundation for omics data generation by bridging microscopic and macroscopic scales and enabling dynamic, 3D in vivo monitoring of CAR‐T behavior. …”
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Mathematical Model of Respiratory Distortions of a Pathological Focus During Visualization on PET/CT Images by M. N. Piatkevich, D. V. Korovko, E. V. Emelyanenko

“…Based on the experimentally established dependencies of the influence of the displacement value and the diameter of the object (sphere) under study on the value of the discrepancy between the visualized volume of the object under study, a mathematical model of respiratory distortions of the pathological lesion during visualization on PET/CT images has been developed, which allows for a quantitative and qualitative assessment of the influence of the patient’s respiratory movement on the geometric accuracy of pathological lesion visualization on PET/CT images with up to 98 % accuracy. …”
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Visualization of the Evolution and Transmission of Circulating Vaccine-Derived Poliovirus (cVDPV) Outbreaks in the African Region by D. Owuor, Brook Tesfaye, Arthur Wakem, Sakma Kabore, Caroline Ikeonu, Mariette Doussoh, Priscilla Sigala, Idris Ibrahim, Abdullateef Jimoh, Idah Ndumba, Jermaine Khumalo, David Oviaesu, Cheroigin Kipchirchir, Carolyne Gathenji, John Kipterer, Kebba Touray, Hamisu Abdullahi, Kathleen Rankin, Ousmane Diop, Julius Chia, Ndoutabe Modjirom, Jamal Ahmed, Anfumbom Kfutwah

“…We created a comprehensive protocol for the phylogeographic analysis of polioviruses using Nextstrain, a powerful open-source tool for real-time interactive visualization of virus sequencing data. It is expected that this protocol will support poliovirus elimination strategies in AFRO and contribute significantly to global eradication strategies. …”
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Visualization Analysis of Research Hotspots and Trends in Treatment of Radioactive Iodine Refractory Differentiated Thyroid Carcinoma by Xiaoxian ZENG, Hong ZHANG

“…CiteSpace, VOSviewer, and Microsoft Office Excel were used for visual analysis of publication volume, countries, institutions, authors, keywords, and co-citation networks. …”
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Experimental Visualization and Modeling of the Transport Behaviors of Monofilament Microplastic Fibers Through an Idealized Porous Media by Tyler T. Fouty, Nicholas B. Engdahl

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An analysis of publication trends and visualization of health psychology research using Web of Science citation database by Afshin Hamdipour, Hashem Atapour, Rasoul Heshmati, Arezoo Gheibi

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Intraoperative nerve-specific fluorescence visualization in head and neck surgery: a Phase 1 trial by Yu-Jin Lee, Ryan K. Orosco, Michael Bouvet, Jeremy D. Richmon, Brett J. Berman, Kayva L. Crawford, Marisa Hom, Quyen T. Nguyen, Eben L. Rosenthal

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Scientometric Mapping of Global Scientific Production on Obstetric Violence: Visualization, Emerging Patterns, and Collaborative Networks by Victor Roman-Lazarte, Raquel Flor De María Tumialan-Hilario, Frank Mayta-Tovalino

“…Results: Regarding visualization, scientific production shows steady growth, especially from 2014 onwards (R²=0.95). …”
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Visualization of defects images during manual ultrasonic inspection of parts and units of the railway rolling stock by A. N. Kireev

“…The article suggests a method for visualizing internal defects of parts and units of rolling stock, which is performed by representing defects images on type B and C scans in automated and mechanized ultrasonic testing systems. …”
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High-fidelity pose estimation for real-time extended reality (XR) visualization for cardiac catheterization by Mohsen Annabestani, Sandhya Sriram, Alexandre Caprio, Sepehr Janghorbani, S. Chiu Wong, Alexandros Sigaras, Bobak Mosadegh

“…Our experimental study, involving six participants, demonstrated that the 3D visualization provided by the proposed XR system significantly outperformed 2D visualization in terms of speed and user experience. …”
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Identification and visualization of fusion gene subtypes in APL using spatial attention mechanisms in vision models by Peirou Yan, Guo Pu, Ping Wu, Lijun Wen, Suning Chen, Song Xue

“…Variant RARα translocations, with distinct biological traits and all-trans retinoic acid (ATRA) responses, often cause misdiagnosis and lengthy genetic testing.MethodsTo solve these problems, we propose a spatial attention mechanism-enhanced convolutional neural network integrating ResNet Blocks and a spatial attention module (CNN with spatial attention), which can achieve high-precision identification of APL fusion gene subtypes and pixel-level visualization of key areas. Data collected from two hospitals and Kaggle, including bone marrow smear images of PML-RARA, TTMV-RARA, NPM1-RARA, STAT5B-RARA, and NUP98-RARG subtypes, were preprocessed to form a five-class dataset.ResultsThe model achieves an overall accuracy of 98.04% in five - class classification, with good performance in each category. …”
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Automatized Driving Data Analyzer: A Synchronized and Modular Application for Data Logging and Analysis by Ágoston Pál Sándor, Viktor Nagy

“…This integration allows the simultaneous recording and analysis of multiple data streams, which can be visualized and controlled through a graphical user interface (GUI) built with Tkinter. …”
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Knowledge map of artificial intelligence in neurodegenerative diseases: a decade-long bibliometric and visualization study by Junwei Huang, Shuqi Wang, Xuankai Liao, Danting Su, Rubing Lin, Tao Zhang, Long Zhao

“…Precision diagnosis with multimodal data fusion. 2. Pathological mechanism analysis and target discovery. 3. …”
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Unveiling the brain mechanism underlying depression: 12 Years of insights from bibliometric and visualization analysis by Donghai Wu, Siying Qu, Haiju Sun, Shuting Zhou, Xinyuan Qu, Yutian Chen, Hantong Hu, Xiaoyu Li

“…Consequently, we undertook a bibliometric analysis and visualization assessment to underscore recent advancements in research pertaining to the neural underpinnings of depression. …”
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