Solution Space Analysis for Robust Conceptual Design Solutions in Aeronautics by Vladislav T. Todorov, Dmitry Rakov, Andreas Bardenhagen

“…This allowed for the visualization of uncertainties in the solution space, and therefore the depiction and initial estimation of configuration robustness. …”
Get full text

Subacromial-First Approach to Minimize Infraspinatus Damage for Massive Rotator Cuff Tears Repair by Wittawat Boonyanuwat, M.D., Chatchavan Charoenthamruksa, M.D., Adisak Nartthanarung, M.D., Pinkawas Kongmalai, M.D.

“…Future studies comparing outcomes, such as functional recovery and retear rates, with conventional intra-articular techniques are warranted to further validate this subacromial-first method.…”
Get full text

Between global risk reduction goals, scientific–technical capabilities and local realities: a modular approach for user-centric multi-risk assessment by E. Schoepfer, J. Lauterjung, T. Riedlinger, H. Spahn, J. C. Gómez Zapata, J. C. Gómez Zapata, C. D. León, H. Rosero-Velásquez, S. Harig, M. Langbein, N. Brinckmann, G. Strunz, C. Geiß, C. Geiß, H. Taubenböck, H. Taubenböck

“…Based on the latest scientific and technical capabilities, we developed a method that enables the simulation and visualization of a range of scenarios with different intensities. …”
Get full text

Optical Coherence Tomography-Angiography in Pediatric Ophthalmological Practice (Review) by A. V. Tereshchenko, I. G. Trifanenkova, S. V. Panamareva

“…The method allows to conduct visualization of the vascular network of the retina layer-by-layer, perform its quantitative analysis: to evaluate the density of the microvascular bed and measure the area of non-perfusion zones. …”
Get full text

Research Development Trends in Project Based Learning (PjBL) Learning Models in Science Learning in Elementary Schools: Bibliometric Analysis by Muhamad Suhardi, Mar'atus Sholihah, Rohmani

“…The data analysis method uses the publication frequency analysis method to see annual trends, keyword analysis to identify main topics, and data visualization in the form of simple graphs or maps to illustrate trends and relationships between topics. …”
Get full text

A Modified Arthroscopic Approach for Localized Pigmented Villonodular Synovitis in the Posterior Knee Compartment by Kengo Harato, M.D., Ph.D., Shu Kobayashi, M.D., Ph.D., Tasuaki Matsumoto, M.D., Ph.D., Kazuya Kaneda, M.D., Ph.D.

“…We describe a modified arthroscopic approach that enhances visualization and facilitates efficient resection by enlarging the posteromedial portal. …”
Get full text

Automated 3D defect inspection in shield tunnel linings through integration of image and point cloud data by Hongwei Huang, Shuyi Liu, Mingliang Zhou, Hua Shao, Qingtong Li, Phromphat Thansirichaisree

“…In this paper, a comprehensive inspection method is proposed to address these limitations by integrating multi-defect detection, 3D coordinate acquisition, and visualization. …”
Get full text

AMCL: supervised contrastive learning with hard sample mining for multi-functional therapeutic peptide prediction by Jiwei Fang, Henghui Fan, Jintao Zhao, Jianping Zhao, Junfeng Xia

“…The interpretability of AMCL is demonstrated through feature space analysis and Gradient-weighted Class Activation Mapping (Grad-CAM) visualization. Conclusions Comprehensive experiments show that AMCL significantly outperforms existing methods across multiple key metrics, including Absolute true, Accuracy, Macro-F1, and Micro-F1, establishing a new state-of-the-art in therapeutic peptide multi-functional prediction.…”
Get full text

Formation of methodological foundations for the analysis of national development in conditions of foreign economic discrimination by O. M. Pisareva

“…Purpose: is to form a conceptual approach to the analysis of the macroeconomic effects of external sanctions based on increasing the information content of the use of technical indicators in assessing the stability and vulnerability of the national economy to the effects of discriminatory restrictions in foreign economic activity. Methods: the study is based on the processing and analysis of data obtained as a result of content analysis of a significant number of scientific, scientific-practical, and expert sources of information.Methods of scientific generalization and classification, economic, expert and statistical analysis were used.Results: the analysis of the impact of sanctions restrictions on the key indicators of the characteristics of sustainable and innovative development of the discriminated national economy is carried out. …”
Get full text

Design of a Convolutional Neural Network with Type-2 Fuzzy-Based Pooling for Vehicle Recognition by Cheng-Jian Lin, Bing-Hong Chen, Chun-Hui Lin, Jyun-Yu Jhang

“…In addition, t-distributed stochastic neighbor embedding plots and feature visualization maps further highlighted the potential of type-2 fuzzy-based pooling to overcome the limitations of conventional pooling methods and enhance the performance of convolutional neural networks in image analysis tasks.…”
Get full text

Bridging Physical and Digital Realms: An Innovative AI-Driven Methodology for Architectural Conceptualization by Ayman Assem

“…The competition results highlighted the framework's effectiveness, with participants demonstrating a range of innovative approaches and successful integration of physical modeling with AI-enhanced design visualization. This methodology combines physical modeling with AI-driven design tools, enabling architects to investigate a wider range of creative options while maintaining a link to conventional design methods. …”
Get full text

Non-Gaussian diffusion imaging for enhanced contrast of brain tissue affected by ischemic stroke. by Farida Grinberg, Ezequiel Farrher, Luisa Ciobanu, Françoise Geffroy, Denis Le Bihan, N Jon Shah

“…We have shown that two models, GDF and SEM, exhibit a better performance than the conventional method and allow for a significantly enhanced visualization of lesions. …”
Get full text

Isolation and adipogenic differentiation of murine mesenchymal stem cells harvested from macrophage-depleted bone marrow and adipose tissue by Iram Fatima S. Siddiqui, Muthu L. Muthu, Dieter P. Reinhardt

“…Since there is a wide spectrum of methods available, the purpose is to provide a focused hands-on procedural guide for isolation and characterization of murine BM-MSCs and ASCs and to effectively differentiate them into adipocytes.Methods and Results Optimized harvesting procedures for murine BM-MSCs and ASCs are described and graphically documented. …”
Get full text

STATISTICAL ANALYSIS AND INTERPRETATION OF THE HYPSOMETRIC UNIFORMITY (NON-UNIFORMITY) FOR THE REALIZATION OF THE GEOSPHERE MODEL OF STABILITY OF GEOSYSTEMS IN DAGHESTAN by L. Sh. Akhmedova, N. O. Guseynova

“…In order to introduce the geosphere sustainability model of geosystems in the territory of the Republic of Dagestan, we conducted a statistical analysis and interpretation using a hypsometric analysis of the territory based on a detailed study of the relief morphology using mathematical statistics and visualization methods.Methods. The morphological structure of the territory is determined using the method of planimetry at given intervals of heights according to a hypsometric map to a scale of 1: 1,000,000; morphometric analysis of the territory was carried out using a greater number of altitudinal gradations at predetermined border intervals above 500 m of height; hypsometric map was visualized using MapInfo Pro GIS.Results and discussion. …”
Get full text

Malignant Neurofibroma (Neurogenic Sarcoma) of the Mammary Gland (Clinical Case Description) by Kens А., Kens А.-М.

“…The clinical examination of the disease, the data of the visualization methods of diagnosis (ultrasonography, mammography) and the morphological (cytological and histological) study of biopsy samples gave grounds to suspect the patient’s presence of a wide range of possible diseases: malignant fibroadenoma, myofibroblastoma, nodular fasciitis. …”
Get full text

Assessment of Power Transformer Technical State Using Explainable Artificial Intelligence by Khalyasmaa A.I., Matrenin P.V., Eroshenko S.A.

“…In addition, for the first time in this problem, a Light gradient boosting method was applied. The proposed method allows for increasing the validity of the technical state assessment of high-voltage equipment using machine learning. …”
Get full text

Bibliometric analysis of teen pregnancy research in Asia-Africa: Explore the future scope by Esti Nugraheny, Bunga A Paramashanti, Eny R Ambarwati, Yanti Yanti, Ocktariyana Ocktariyana, Tri Sunarsih, Zulvi Wiyanti, Hadi Ashar

“…Classification and visualization of results were conducted using VOSviewer software version 1.6.17. …”
Get full text

Autoimmune Encephalitis. An Analysis of Three Cases by G. R. Ramazanov, E. V. Shevchenko, E. M. Bardina, Kh. V. Korigova, E. A. Kovaleva, L. Kh.-B. Akhmatkhanova, I. S. Aliev, M. V Sinkin

“…The diagnosis of diseases from the group of autoimmune encephalitis (AE) requires a detailed analysis of clinical data and correlation of results from a wide range of laboratory and instrumental research methods. This article presents three clinical cases of patients with AE. …”
Get full text

СКРЫТЫЙ ГЕПАТИТ В: КЛИНИЧЕСКОЕ ЗНАЧЕНИЕ И ПРОБЛЕМЫ ДИАГНОСТИКИ by И. А. Морозов, Л. Ю. Ильченко, И. Г. Федоров, И. В. Гордейчук, И. Н. Гордейчук, А. К. Княженцева, Е. А. Зверкова, М. И. Михайлов, Г. И. Сторожаков

“…Attention is drawn to the role of morphologic methods including histochemistry, immunohistochemistry and electron microscopy in verification of HBVinfection and direct visualization of virions in cytoplasm of hepatocytes.…”
Get full text

UWMambaNet: Dual-Branch Underwater Image Reconstruction Based on W-Shaped Mamba by Yuhan Zhang, Xinyang Yu, Zhanchuan Cai

“…Experimental results show that our method significantly improves the visual quality of underwater images and is superior to existing technologies in terms of quantitative indicators and visualization effects; compared to the best candidate models on the UIEB and EUVP datasets, UWMambaNet improves UCIQE by 3.7% and 2.4%, respectively.…”
Get full text