Comparative analysis of effective data protection practices in healthcare: Russia and international standards by Diana A. Lebedeva

“…A comparative legal analysis has been conducted on the legislation and practices regarding the protection of patients' personal data in the healthcare systems of Russia, the USA, the EU, China, and several other Asian countries. The main research methods employed include comparative-legal analysis, formal-legal analysis, expert-analytical methods, visualization techniques, and structural analysis. …”
Get full text

Identification of the Global Strategic Trends Defining of Foreign Direct Investments Development by A. V. Tedeeva

“…At the same time, transformations take place in the global economy, leading to a change in the external environment, which leads to a change in the conditions for doing business in different countries and industries. …”
Get full text

Improving Phrase Segmentation in Symbolic Folk Music: A Hybrid Model with Local Context and Global Structure Awareness by Xin Guan, Zhilin Dong, Hui Liu, Qiang Li

“…Traditional Transformer models use static embeddings, limiting their adaptability to different musical styles, structures, and melodic evolutions. …”
Get full text

Distributed Photovoltaic Communication Anomaly Detection Based on Spatiotemporal Feature Collaborative Modeling by Li Di, Zhuo Lv, Hao Chang, Junfei Cai

“…Recent studies have shown that the Transformer model, which effectively integrates global information and handles long-distance dependencies, has garnered significant attention. …”
Get full text

Key Role of Cold-Start Circuits in Low-Power Energy Harvesting Systems: A Research Review by Xiao Shi, Mengye Cai, Yanfeng Jiang

“…The primary functions of an energy harvesting system include the harvesting, transformation, management, and storage of energy. Until now, various types of energy, with different power levels, have been harvested and stored by the energy harvesting system. …”
Get full text

Social Responsibility and Sustainable Development: the Changing Mission of the Higher School by M. A. Izmailova

“…It covers problems of a global nature, one of which is the search for ways of sustainable development of mankind: universities take responsibility for achieving the selected Sustainable Development Goals and report to society for the effectiveness of this area of their activities.Conclusions and Relevance: the implementation by universities of socially responsible behavior towards their internal stakeholders (teachers, students, employees), integration into solving vital problems of society, as well as involvement in achieving Sustainable Development Goals clearly demonstrate the transformation of their mission. Universities enter into an active dialogue with society to solve problems at different levels of economic systems, making efforts to combine the spheres of knowledge production, scientifc research expected by society, the transformation of knowledge and scientifc results into practice through the initiation of new directions and activities, technological transformation of the scientifc and educational space, diversifcation of channels of interaction with society…”
Get full text

Impact of UAV-Derived RTK/PPK Products on Geometric Correction of VHR Satellite Imagery by Muhammed Enes Atik, Mehmet Arkali, Saziye Ozge Atik

“…In this study, geometric correction was applied to the Pléiades 1A (PHR) image using non-parametric methods, and the effects of different transformation models and digital elevation models (DEMs) were investigated. …”
Get full text

BUILDING RUSSIAN UNIVERSITY STUDENTS’ NATIONAL IDENTITY IN MULTICULTURAL SOCIETY (ANALYSIS OF MULTICULTURAL NATIONS’ EXPERIENCE) by I. L. Pluzhnik, T. L. Oskolova, TyAnna K. Herrington

“…The research methods used in the study include comparative, historical, and contrastive methods. …”
Get full text

Integration of software-based cognitive approaches and brain-like computer machinery for efficient cognitive computing by Chitrakant Banchhor, Manoj Kumar Rawat, Rahul Joshi, Dharmesh Dhabliya, Omkaresh Kulkarni, Sandeep Dwarkanath Pande, Umesh Pawar

“…The widespread adoption of the Internet has transformed various industries, driving significant systemic reforms across different sectors. …”
Get full text

GLAI-Net: Global–Local Awareness Integrated Network for Semantic Change Detection in Remote Sensing Images by Qing Ding, Fengyan Wang, Mingchang Wang, Ying Zhang, Gui Cheng

“…Semantic change detection (SCD) in remote sensing images can simultaneously obtain changed areas and the transformation of ground objects, providing finer grained information support in ground observation applications. …”
Get full text

Image Preprocessing Framework for Time-domain Astronomy in the Artificial Intelligence Era by Liang Cao, Peng Jia, Jiaxin Li, Yu Song, Chengkun Hou, Yushan Li

“…The rapid advancement of image analysis methods in time-domain astronomy, particularly those leveraging artificial intelligence (AI) algorithms, has highlighted efficient image preprocessing as a critical bottleneck affecting algorithm performance. …”
Get full text

A survival prediction network based on multi-scale hypergraph enhancement and cross-modal refinement by Chaofeng Yang, Yongjie Liang, Fan Qin, Yulong Cao, Peiyuan Wang, Jiaying Fan, Bizhong Wei

“…This paper proposes a survival prediction network based on multi-scale hypergraph enhancement and cross-modal refinement (MSHG-CMR), which achieves deep joint modeling and efficient information fusion of pathological images and multi-omics data by integrating multi-scale hypergraph enhancement and cross-modal refinement Transformer technology. In the method design, the hypergraph construction module captures high-order feature associations of pathological images at different resolutions and effectively aligns feature distributions across scales through homomorphic nonlinear mapping; subsequently, the cross-modal refinement Transformer module based on rotary encoding achieves dynamic information transfer and complementary refinement between visual features and multi-omics data through attention mechanisms and position decay designs; finally, a feature fusion attention mechanism is introduced to fuse multi-modal features, which both suppresses inter-modal redundancy and effectively mitigates information conflicts, thereby enhancing the precision of individualized prognosis analysis. …”
Get full text

Nonreciprocal propagation of spin waves in a bilayer magnonic waveguide based on yttrium-iron garnet films by S. A. Odintsov, E. H. Lock, E. N. Beginin, A. V. Sadovnikov

“…The purpose of this work is to reconcile the concept of nonreciprocal spin-wave propagation of a signal with the simultaneous manifestation of the effects arising from the propagation of spin waves in microwave guides formed by finite-width YIG films.Methods. We used an experimental microwave spectroscopy method based on a vector network analyzer along with a finite difference method to perform a numerical simulation of the dispersion characteristics of spin waves in two-layer magnonic microwave guides. …”
Get full text

Multi-Temporal Remote Sensing Satellite Data Analysis for the 2023 Devastating Flood in Derna, Northern Libya by Roman Shults, Ashraf Farahat, Muhammad Usman, Md Masudur Rahman

“…Different supervised classification methods were examined, including random forest, support vector machine, naïve-Bayes, and classification and regression tree (CART). …”
Get full text

Comparison of corneal epitheliotrophic capacities among human platelet lysates and other blood derivatives. by Chien-Jung Huang, Yi-Chen Sun, Karen Christopher, Amy Shih-I Pai, Chia-Ju Lu, Fung-Rong Hu, Szu-Yuan Lin, Wei-Li Chen

“…The concentrations of epidermal growth factor (EGF), transforming growth factor -β1 (TGF-β1), fibronectin, platelet-derived growth factor-AB (PDGF-AB), PDGF-BB, and hyaluronic acid in different blood derivatives were evaluated by enzyme-linked immunosorbent assay (ELISA).…”
Get full text

Multimodal sleep staging network based on obstructive sleep apnea by Jingxin Fan, Jingxin Fan, Jingxin Fan, Mingfu Zhao, Li Huang, Li Huang, Bin Tang, Bin Tang, Lurui Wang, Zhong He, Zhong He, Xiaoling Peng

“…MSDC-SSNet transforms two channels of electroencephalogram (EEG) and one channel of electrooculogram (EOG) signals into time-frequency representations to obtain feature sequences at different temporal and frequency scales. …”
Get full text

Implications of Data Extraction and Processing of Electronic Health Records for Epidemiological Research: Observational Study by Melissa H J van Essen, Robin Twickler, Yvette M Weesie, Ilgin G Arslan, Feikje Groenhof, Lilian L Peters, Isabelle Bos, Robert A Verheij

“…Data were extracted and processed through distinct extraction, transformation, and loading (ETL) pipelines, allowing the evaluation of the impact of different ETL methods by comparing the 2 datasets in three steps: (1) patient demographics, (2) epidemiology of concordant patients, and (3) health service use of patients with 3 diagnoses. …”
Get full text

Representation of chemistry transport models simulations using knowledge graphs by Eduardo Illueca Fernández, Antonio Jesús Jara Valera, Jesualdo Tomás Fernández Breis

“…However, chemistry transport models present an important lack of standardization, and the formats are not interoperable between different systems, which limits the use for different stakeholders. …”
Get full text

Large Language Model Architectures in Health Care: Scoping Review of Research Perspectives by Florian Leiser, Richard Guse, Ali Sunyaev

“…ObjectiveIn this literature review, we aim to provide insights on the different LLM model architecture families (ie, Bidirectional Encoder Representations from Transformers [BERT]–based or generative pretrained transformer [GPT]–based models) used in previous research. …”
Get full text

Identification of unique microRNA signature associated with lupus nephritis. by Jeannie L Te, Igor M Dozmorov, Joel M Guthridge, Kim L Nguyen, Joshua W Cavett, Jennifer A Kelly, Gail R Bruner, John B Harley, Joshua O Ojwang

“…Our work establishes EBV-transformed B cell lines as a useful model for the discovery of miRNA as biomarkers for SLE. …”
Get full text