Predicting response to anti-VEGF therapy in neovascular age-related macular degeneration using random forest and SHAP algorithms by Peng Zhang, Jialiang Duan, Caixia Wang, Xuejing Li, Jing Su, Qingli Shang

“…The machine learning method with optimal performance was selected for further interpretation. …”
Get full text

A comparative study of different contrast administration routes efficiency performed on in vivo colorectal cancer models by A. S. Goncharova, D. V. Khodakova, A. V. Galina, A. V. Zaikina, L. Z. Kurbanova, M. V. Mindar, S. V. Gurova

“…The investigation is aimed to provide a systematic comparison of different contrasting methods for in vivo micro-CT diagnostic of orthotopic colorectal cancer models extracted by ortotopic implantation into the caecum of immunocompromised mice BALB/c Nude lines.Materials and methods. …”
Get full text

The State and the Prospects of the Development of Innovative Activity in the Russian Federation in the XXI Century by A. A. Varushchenko, N. A. Vladimirov

“…Graphic and tabular methods of visualization of research results, statistical methods of analysis of economic phenomena were used. …”
Get full text

Design of netted muskmelon digital twin growth model based on HMM+LSTM algorithm by LU Peng, LIU Mingtang, WU Shanshan, LI Bin, LI Shihao, WANG Changchun, YANG Yangrui, JIANG Enhui

“…The digital twin model was developed using 3ds Max for 3D modeling and Unity 3D for visualization, while the growth prediction model was built by integrating Hidden Markov Model (HMM) and Long Short-Term Memory (LSTM) algorithms. …”
Get full text

Digital Twin-Based Technical Research on Comprehensive Gear Fault Diagnosis and Structural Performance Evaluation by Qiang Zhang, Zhe Wu, Boshuo An, Ruitian Sun, Yanping Cui

“…This achievement provides a new method for intelligent monitoring of industrial equipment and effectively promotes the application of digital twin technology in the field of predictive maintenance.…”
Get full text

Noise Reduction in LED-Based Photoacoustic Imaging by Takahiro Kono, Kazuma Hashimoto, Keisuke Fukuda, Uma Maheswari Rajagopalan, Kae Nakamura, Jun Yamada

“…The principle behind the visualization involves the light being absorbed by the tissues which results in the generation of ultrasound. …”
Get full text

Association between red blood cell distribution width-to-albumin ratio and in-hospital mortality in patients with congestive heart failure combined with chronic kidney disease by Lie-jun Qian, Lu-xi Hong

“…The association of the RAR and in-hospital mortality were assessed via logistic regression analysis with adjusting for different covariate, followed by visualization via the restricted cubic splines (RCS) analysis. …”
Get full text

Incentives in prescribing, dispensing and pharmaceutical spending: A scientometric mapping. [version 2; peer review: 2 approved] by Riascos-Ochoa J, Tocaruncho-Ariza L. H, Jimenez-Barbosa W. G

“…The five stages are: i) retrieval, ii) migration, iii) analysis, iv) visualization and v) interpretation. Results A corpus of evidence from 103 systematic literature reviews was obtained, screened and sifted, visualizing the countries, authors, databases, journals, institutions and time periods that contributed most to evidence generation. …”
Get full text

infinitylists: A Shiny application and R package for rapid generation of place‐based species checklists by Thomas Mesaglio, Fonti Kar, Hervé Sauquet, William K. Cornwell

“…It downloads taxon–country datasets (e.g., Madagascan geckos) from biodiversity data providers and uses an open source, column‐oriented data file for fast retrieval and visualization. Available as a mobile‐friendly web tool with preloaded data, it can also be run locally in R for very flexible applications. …”
Get full text

Structuring data analysis projects in the Open Science era with Kerblam! [version 2; peer review: 2 approved] by Federico Alessandro Ruffinatti, Luca Munaron, Luca Visentin

“…Through visualization of the resulting consensus structure, we draw observations regarding how the ecosystem of project structures is shaped, and what salient characteristics it has. …”
Get full text

3D Reconstruction of the Human Colon From Capsule Endoscope Video by Pal Anders Floor, Ivar Farup, Marius Pedersen

“…The graphical model also provides a ground truth, enabling computation of geometric distortion introduced by the 3D reconstruction method. In this paper, most distortions and artifacts are first left out to determine if it is feasible to reconstruct whole sections of the human gastrointestinal system by existing methods. …”
Get full text

Impacts of oral health on life quality metrics: correlations with job function, psychological well-being, self-perception, and dietary behavior by Mohammad Helmi

“…IntroductionThis study evaluates the impact of oral health issues on critical areas of daily functioning, including job performance, psychological well-being, self-rated oral health, and dietary habits.MethodsUtilizing NHANES data, the analysis applies Pearson correlation, multiple regression, and data visualization techniques (scatter plots, heatmaps, and box plots) to quantify associations between oral health variables, such as mouth aching (OHQ620), food avoidance (OHQ660), job difficulty due to mouth issues (OHQ640), and embarrassment (OHQ680).ResultsStrong correlations were found between mouth aching and job difficulty due to mouth issues, with a Pearson correlation coefficient of 0.99, and between difficulty eating (OHQ670) and job difficulty due to mouth issues, with a coefficient of 0.98. …”
Get full text

Life prediction and health assessment of aero-engine gas path using digital twin and deep learning by Mingyue Wu, Hong Zhou, Rao Yao, Shuhong Ren

“…Addressing the limitations of existing data-driven methods in feature extraction capabilities and dynamic interaction mechanisms, this study designs an improved Transformer model (TMR). …”
Get full text

Protocol for identifying protein synthesis activity in specific cell types of the testicular lumen by Dingfeng Zou, Kai Li, Yan Lu, Wei Yan, Wei Song

“…Here, we present a protocol for visualization and quantification of newly synthesized proteins by click-chemistry-based immunofluorescence within specific spermatogenic cell types in the mice testicular lumen. …”
Get full text

Emerging trends and knowledge networks in pan-cancer sorafenib resistance: a 20-year bibliometric investigation by Qiong Zhou, Rui Wang

“…Performance analysis and visualization were conducted using VOSviewer and CiteSpace. …”
Get full text

Impact of COVID-19-Related Personal Protective Equipment Changes on Dental Education: A Qualitative Study to Explore Faculty and Student Perspective by Shaista Rashid, Mohamed ElSalhy

“…The qualitative study assesses the impact of COVID-19-related changes and their effects on students’ clinical learning from student and faculty perspectives. Methods. This qualitative study involved third- and fourth-year predoctoral dental students and full-time dental clinical faculty. …”
Get full text

Students’ conceptual understanding of transformation geometry based on Van Hiele’s level assisted by GeoGebra by Agnes Stefine Luhukay, Riskika Fauziah Kodri, A. N. M. Salman

“…The research was conducted using a mixed-methods approach, which combines both quantitative and qualitative methodologies. …”
Get full text

Efficient Fault Localization in Smart Grid Through Analysis of the Wave Matrix Image Using Convolutional Neural Networks by Jose Carlos Filho, Francisco C. M. Abreu, Mauricio Silva, Fabbio Borges, Ricardo A. L. Rabelo

“…With approximately 80% of power supply interruptions attributed to Distribution System faults, the need for effective fault localization methods is evident. By extracting voltage signal characteristics at measurement points during disturbances and transforming them into a panoramic representation of the system in the form of an image, the panoramic image generation, derived from simulated short-circuit values at each system bus, provides a comprehensive visualization of the network, enabling precise fault localization. …”
Get full text

Real-Time 3-Dimensional Ultrasound-Assisted Infraclavicular Brachial Plexus Catheter Placement: Implications of a New Technology by Steven R. Clendenen, Christopher B. Robards, Nathan J. Clendenen, James E. Freidenstein, Roy A. Greengrass

“…Current 2D US allows direct visualization of a “flat” image of the advancing needle and neurovascular structures but without the ability to extensively analyze multidimensional data and allow for real-time manipulation. …”
Get full text

Interface Effects in Metal‐2D TMDs Systems: Advancing the Design and Development Electrocatalysts by Hao Hu, Zhongyuan Wang, Meilan Pan, Yumin Chen, Yinxi Han, Jiade Wang

“…The discussion covers methods for adjusting work function differences, constructing edge contacts in TMDs, incorporating interface doping/insertion, and engineering orbital hybridization or bonding interfaces. …”
Get full text