Interpretable graph Kolmogorov–Arnold networks for multi-cancer classification and biomarker identification using multi-omics data by Fadi Alharbi, Nishant Budhiraja, Aleksandar Vakanski, Boyu Zhang, Murtada K. Elbashir, Harshith Guduru, Mohanad Mohammed

“…The biomarkers identified by MOGKAN were validated as cancer-related markers through Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. By integrating multi-omics data with graph-based deep learning, our proposed approach demonstrates robust predictive performance and interpretability with potential to enhance the translation of complex multi-omics data into clinically actionable cancer diagnostics.…”
Get full text

Spatial optimization of hierarchical healthcare facilities driven by multi-source data: a case study of Shenyang, China by Yifei Wang, Duanqiang Zhai, Duanqiang Zhai, Wuqi Xie, Shan Huang

“…Grounded in the concept of spatial equity, this study integrates multi-source data—including population statistics, facility locations, and transportation networks—using advanced spatial analysis and big data fusion techniques. …”
Get full text

Analysis of the Activities That Make Up the Reverse Logistics Processes and Their Importance for the Future of Logistics Networks: An Exploratory Study Using the TOPSIS Technique by Vitor William Batista Martins, Denilson Ricardo de Lucena Nunes, André Cristiano Silva Melo, Rayra Brandão, Antônio Erlindo Braga Júnior, Verônica de Menezes Nascimento Nagata

“…Then, a questionnaire was elaborated on regarding such activities, and a survey was developed with professionals in the area. The data obtained were analyzed through a descriptive analysis of means, calculation of Cronbach’s Alpha, and using the multicriteria decision technique TOPSIS. …”
Get full text

The influence of childhood parenting style on self in the period of youth: analysis of chain mediation effect on DanQi by Han Xu, Li Li, Weidong Wang, Xueyu Lv, Jinhua Zhang, Liang Zhang, Kaiyi Huang, Jian Wang

“…Mediation analysis indicated that childhood parenting styles indirectly influenced the development of self-concept in young adulthood through adolescent DanQi and young adulthood DanQi. …”
Get full text

The climate gluing protests: analyzing their development and framing in media since 1986 using sentiment analyses and frame detection models by Markus Hadler, Alexander Ertl, Beate Klösch, Markus Reiter-Haas, Elisabeth Lex

“…Moreover, protesters' prognostic frames—suggestions for what should be done—are relatively rare, with discourse more often centering on policy and security concerns. From a data science perspective, we explore the use of various Natural Language Processing (NLP) methods. …”
Get full text

Analysis of the inequalities of oral cancer burden from a global perspective by LUO Lisha, LUAN Hanghang, WU Lan, HUANG Jiao

“…Objective To investigate the inequalities of oral cancer burden caused by socioeconomic development differences in worldwide from 1990 to 2019, to provide scientific evidence for the development of effective prevention and control policies.Methods The burden of disease data for this study was derived from the 2019 Global Burden of Disease Study, and the human development index (HDI) were from the Human Development Report 2020. …”
Get full text

The smart village concept from 1.0 to 4.0 in the context of ICT entrepreneurship development in the Polish villages by Hanna Godlewska-Majkowska, Agnieszka Komor, Patrycjusz Zarębski

“… Objective: The article aims to show the development process of smart villages from 1.0 to 4.0, analogous to the smart cities development, along with indicating the conditions of this process. …”
Get full text

Updating theoretical frameworks in body dysmorphic disorder: A systematic review and meta-analysisCapsule Summary by En Qi Toh, MBBS, Matthias Yi Quan Liau, MBBS, Oliver Suendermann, PhD, Anthony Bewley, BA (hons), MB ChB, Ellie Ci-En Choi, MBBS, MRCP

Get full text

Type 2 diabetes, metabolic health, and the development of frozen shoulder: a cohort study in UK electronic health records by Brett P. Dyer, Claire Burton, Trishna Rathod-Mistry, Miliça Blagojevic-Bucknall, Danielle A. van der Windt

Get full text

Preliminary Study On The Development Of An Early Childhood Educational Website For Teaching Materials To Enhance Teaching Skills For Preschool Teachers by Ahmed Abdi Mohamed, Sunardi, Nur Arifah Drajati

“…This study used the ADDIE model, which includes Analysis, Design, Development, Implementation, and Evaluation. …”
Get full text

Investigating Past, Present, and Future Trends on Interface Between Marine and Medical Research and Development: A Bibliometric Review by Mehdi Zamani, Tetyana Melnychuk, Anton Eisenhauer, Ralph Gäbler, Carsten Schultz

“…We used social network analysis to map the collaborative networks and identify the prominent scholars and institutions driving this research and development progress. …”
Get full text

Analysis of physical expansion and sprawl growth factors of Sari city using Shannon and Heldern entropy models by Mohammad Mehdi Nasiri Khalili, Hamid Abya, Mohsen Ebrahimi, Simin Tavallaee, Mohammad Soleymani, Mousa Kamanroudi

“…The method used in this study, descriptive–analytical method, to data analysis and Heldern and Shannon entropy model were used. …”
Get full text

Analysis of Economic Growth and Tourism Potential in Tanjung Lesung, Panimbang, Banten as a Creative Economy Destination by Rizki Apriva Hidayana, Mugi Lestari

Get full text

Estimation of Hydroelectric Power Generation Forecasting and Analysis of Climate Factors with Deep Learning Methods: A Case Study in Yozgat Province in Turkey by Feyza Nur Çakıcı, Suleyman Sungur Tezcan, Hıdır Düzkaya

Get full text

Heterogeneity Analysis of Regional Greenhouse Gas Driving Effects: An Empirical Study from Southeast Asian Countries by Wei Deng, Qingquan Liang, Shuai Yan, Xiaodan Shen, Lan Yi

“…This study takes a new perspective of incorporating multiple GHGs (greenhouse gases) into the same analysis framework, employing the STIRPAT model to dissect the contributions of various socio-economic factors to the emissions of CO₂, CH₄, and F-gases based on panel data. …”
Get full text

DATA MINING IN RELATIONAL SYSTEMS by Valentin Filatov, Valerii Semenets, Oleg Zolotukhin

“…Development of design tools and maintenance of applied data mining tasks; development of applied problems of data mining. …”
Get full text

Predicting prognosis of sepsis in patients based on right ventricular strain imaging development and validation of a nomogram model by Qinxin Wang, Hongmin Chen, Bingyi Zhang, Chang Zhou, Boyuan Xing, Chang Li, Shijin Xu, Yun Liu

Get full text

Artificial Intelligence-Driven Facial Image Analysis for the Early Detection of Rare Diseases: Legal, Ethical, Forensic, and Cybersecurity Considerations by Peter Kováč, Peter Jackuliak, Alexandra Bražinová, Ivan Varga, Michal Aláč, Martin Smatana, Dušan Lovich, Andrej Thurzo

Get full text

A Model of High Latitude Ionospheric Convection Derived From SuperDARN EOF Model Data by M. M. Lam, R. M. Shore, G. Chisham, M. P. Freeman, A. Grocott, M.‐T. Walach, L. Orr

“…At key stages of development of the model, we use the percentage of explained variance P to see how well the model reproduces the EOF data. …”
Get full text

Prediction of clinical dynamics in patients after coronary artery bypass surgery and aneurysmectomy from data of MR imaging of heart with contrast enhancement by A. A. Bugunetsky, T. A. Shelkovnikova, R. V. Aimanov, V. Ye. Babokin

Get full text