Realistic synthetic dataset generation for cyber-physical systems: a performance evaluation by Yaa Acquaah, Kaushik Roy

“…Furthermore, the synthetic datasets are compared to the real-world data through in-depth statistical analyses, visualization methods, and anomaly detection approaches. …”
Get full text

Blastn2dotplots: multiple dot-plot visualizer for genome comparisons by Miki Okuno, Takeshi Yamamoto, Yoshitoshi Ogura

“…Abstract Background Dot-plots, along with linear comparisons, are fundamental visualization methods in genome comparisons, widely used for analyzing structural variations, repeat regions, and sequence similarities. …”
Get full text

The spatiotemporal dynamic evolution characteristics of carbon emissions in less developed resource-based cities: evidence from Pingliang City, China by Hui Dong, Peng Zhang, Huanbao Dong, Najuan Jia

“…Abstract This study estimates the carbon emissions of Pingliang City, a resource-based city in less developed areas of China, from 2010 to 2020, based on nighttime light data and county-level carbon emission data from the CEADs database. By employing visualization methods such as standard deviation ellipses and exploratory spatial analysis, the spatiotemporal evolution and spatial agglomeration characteristics of carbon emissions in Pingliang City are depicted. …”
Get full text

Clarifying Origin-Destination Flows Using Force-Directed Edge Bundling Layout by Liangkui Luo, Zhaocheng He, Yuhuan Lu, Jinyong Chen

“…With the increasing amount of urban travel data, it is very challenging to clarify OD flows through traditional visualization methods. A novel approach based on the force-directed edge bundling (FDEB) algorithm is proposed to visualize OD flows and identify the main corridors in a city. …”
Get full text

Quantifying Mental Stress Using Cardiovascular Responses: A Scoping Review by Samira Ziyadidegan, Neda Sadeghi, Moein Razavi, Elaheh Baharlouei, Vahid Janfaza, Saber Kazeminasab, Homa Pesarakli, Amir Hossein Javid, Farzan Sasangohar

“…This review summarizes and synthesizes previous studies which analyzed the impact of mental stress on heart activity as well as mathematical, statistical, and visualization methods employed in such analyses. (2) Methods: A total of 119 articles were reviewed following the Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guidelines. …”
Get full text

EVALUATION OF THE RELIABILITY AND CONCORDANCE OF VISUAL WEIGHT ASSESSMENT IN WATER BUFFALO FEMALES by Jesús Ignacio Vázquez-Bolaina, Rosario E. Salazar-Cuytun, Alvar Alonzo Cruz-Tamayo, Roberto C. Barrientos-Medina, José Carlos Escobar-España, Ricardo A. Garcia-Herrera, Alfonso Juventino Chay-Canul

“…Correlations between observed BW and mean predicted BW for visual methods showed a positive and significant relationship (P<0.001), with an r value of 0.95. …”
Get full text

Outliers and anomalies in training and testing datasets for AI-powered morphometry—evidence from CT scans of the spleen by Yuriy Vasilev, Yuriy Vasilev, Anastasia Pamova, Tatiana Bobrovskaya, Anton Vladzimirskyy, Anton Vladzimirskyy, Olga Omelyanskaya, Elena Astapenko, Artem Kruchinkin, Novik Vladimir, Kirill Arzamasov, Kirill Arzamasov

“…The total number of studies included in the sample was N = 197 patients. Using visual methods (1.5 interquartile range; heat map; boxplot; histogram; scatter plot), machine learning algorithms (Isolation forest; Density-Based Spatial Clustering of Applications with Noise; K-nearest neighbors algorithm; Local outlier factor; One-class support vector machines; EllipticEnvelope; Autoencoders), and mathematical statistics (z-score, Grubb’s test; Rosner’s test).ResultsWe identified measurement errors, input errors, abnormal size values and non-standard shapes of the organ (sickle-shaped, round, triangular, additional lobules). …”
Get full text

Research focus and trends of the association between gut microbiota and neuroinflammation by Shan Wu, Shan Wu, Nanjie Chen, Chuanchi Wang, Chuanchi Wang, Kwok-Fai So

“…This study aims to systematically analyze the clinical practices and research hotspots of the underlying mechanisms in this field using bibliometric and visualization methods, and to explore the future development pathways.MethodsCiteSpace, VOSviewer, GraphPad Prism and other software were used to analyze 1,404 studies on gut microbiota and neuroinflammation collected by the core of the Web of Science since 2000, to visually present the collaborative network between literatures, structure of authors and countries, co-occurrence of keywords, emerging reference literature, and research hotspots.ResultsFrom 2000 to 2024, the number of related papers on this topic showed an overall upward trend, and the annual citation peaked in 2020, with significant contributions from China and the United States. …”
Get full text

The migration mechanism of oil under natural depletion development for shale oil in Ordos Basin by Yubin Yang, Xian Peng, Wenlian Xiao, Qihong Lei, Tao Li, Youan He, Chun Zhang, Tao Qi, Lingli Zheng

“…This study elucidated the microscopic migration mechanisms of oil under various driving energies through physical simulation experiments utilizing self-developed nuclear magnetic resonance (NMR) technology and high-temperature high-pressure micro-visualization methods (HTHPMF). Additionally, the contribution of different driving energies to recovery in the natural depletion development process was quantitatively characterized using the new material balance model and numerical simulation. …”
Get full text

SankeyNetwork: A clear and concise visualization tool for bibliometric data by Sher-Wei Lim, Willy Chou, Lifan Chen

“…. • Sankey diagrams to enhance traditional bibliometric visualization methods. • Analyzing 2252 articles from Journal of METHODSX (2020–2024) to highlight author collaborations. • Key insights include the prominence of U.S., and Symbiosis International (India) in author collaborations.…”
Get full text

Myocardial infarction with nonobstructive coronary arteries: current state of the problem and diagnostic approaches by A. S. Shilova, A. V. Sherashov, E. S. Pershina, D. Yu. Shekochikhin, M. Yu. Gilyarov

“…Additionally, the causes of every case of MINOCA can be determined using intravascular visualization methods (optical coherence tomography, intravascular ultrasound imaging). …”
Get full text

Fundamental knowledge and research regarding the role of immunity in triple-negative breast cancer from 2014–2024: A bibliometric analysis by Xudong Li, Chun Lou, He Ren, Lina Cui, Kexin Chen

“…This study adopted bibliometric and visualization methods to provide a comprehensive review of the research on immunization in TNBC. …”
Get full text

Establishment and evaluation of a naked-eye diagnostic assay for tuberculosis utilizing reverse isothermal amplification-assisted CRISPR-Cas in resource-limited settings by Ankush Kaushik, Jitendra Singh, Zeeshan Fatima, Saif Hameed

“…In pursuit of developing such an assay, the present study offers a CLAP-TB (CRISPR-Cas coupled RT-LAMP Amplification Protocol for Tuberculosis) assay, which will allow us to diagnose TB rapidly and visually. Methods and results: Herein, the visual MTB detection consists of a method utilizing 232 different samples (spu tum, urine, serum) from 82 patients for reverse transcription loop-mediated isothermal amplification (RT-LAMP). …”
Get full text

Visualization Approach for RAMI 4.0 Value Chain Analysis by Salman Javed, Jan van Deventer, Cristina Paniagua, Jerker Delsing

“…However, the complexity and abstract nature of RAMI 4.0 have limited its practical application, especially due to the lack of clear visualization methods to understand industrial ecosystems. …”
Get full text

Knowledge Domain and Emerging Trends in the Treatment of Patients with Chronic Obstructive Pulmonary Disease Combined with Respiratory Failure: A Scientometric Review Based on Cite... by Yabing Chen, Jiale Sang, Lingbo Fu, Ying Zhang

“…Objective To analyze the status of research on treating chronic obstructive pulmonary disease (COPD) combined with respiratory failure internationally to reveal its development trends through visualization methods and to provide a reference and suggestions for future research directions.Methods Literature on the treatment of COPD combined with respiratory failure published from the year of inception of the Web of Science database to December 31, 2023, was searched. …”
Get full text

Systematic approach in struggle against Heracleum Sosnowskyi with GPS mapping usage by Mykhailo Solomiichuk, Maksym Solomiichuk

“…Researches conducted by visual method for identifying Heracleum Sosnowskyi in investigated regions. …”
Get full text

CREATING EDUCATIONAL VIDEOS IN THE PROCESS OF STUDENTS’ PROJECT ACTIVITY by Halyna Khrapiichuk, Nataliia Stuchynska, Ihor Prokhorenko

“…Presenting complex processes visually through digital visualization methods simplifies the perception of abstract concepts, engages students’ attention, accelerates the acquisition of knowledge in fundamental natural sciences, and contributes to the development of digital and medical-clinical competencies of future healthcare professionals. …”

Data visualization in AI-assisted decision-making: a systematic review by Giulia Neri, Shevyn Marshall, Harry Kai-Ho Chan, Abdallah Yaghi, Dash Tabor, Rahul Sinha, Suvodeep Mazumdar

“…We also examine key visual elements that influence understanding and the evaluation methods used to assess these visualizations.MethodsA systematic literature review (SLR) adhering to PRISMA protocols was carried out across five major academic databases, resulting in 127 relevant studies published from 2011 to July 2024. …”
Get full text

Scientific Substantiation of the Creation and Prospects for the Development of an Epidemiological Surveillance System for Infection Caused by the Epstein-Barr Virus by T. V. Solomay, E. G. Simonova, T. A. Semenenko

“…Also, improving the control of EBVinfection is impossible without continuing scientific research; professional training of medical workers on the clinic, diagnosis, epidemiology and prevention of EBV-infection; development of modern visual methods and means of informing the population about the clinic and prevention of EBV-infection.…”
Get full text

Should we use the float test to quantify acorn viability? by Daniel L. Morina, Marcus A. Lashley, M. Colter Chitwood, Christopher E. Moorman, Christopher S. DePerno

“…Both the float test and visual methods accurately predicted viability in both oak species. …”
Get full text