Ukrainian startup ecosystems: regional development and European integration by D. A. Donets

“…Data sources include international reports (StartupBlink, Dealroom, Civitta), investment analytics, statistics covering 2020-2024. …”
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Effects of Environmental Degradation, Economic, and Demographic Variables on Life Expectancy: Panel Data Analysis for High-Income Countries by Şehadet Bulut, Saltuk Ağıralioğlu

“…The study uses the panel data analysis method, first analyzing the countries together and then individually. …”
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EvapoDeep: A Dual Deep Learning Framework Utilizing GNSS Data for Evapotranspiration Modeling and Predictive Analysis by Saeed Ebrahimi, Saeid Haji-Aghajany, Yazdan Amerian, Melika Tasan

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Association between dietary flavonoid intake and anxiety: data from NHANES 2017–2018 by Liuyin Jin, Linman Wu, Guidong Zhu, Lijuan Yang, Dan Zhao, Jue He, Yan Zhang

“…Subgroup analysis confirmed protective effects in males, married individuals, participants with General Educational Development (GED)-level education, and specific ethnic groups. …”
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Management of EU sustainable development using innovation policy by Yashchyshynа I. V., Butorina V. B.

“…Based on the econometric analysis of the data set for 2022, it was found that the innovativeness of the EU countries has not become the main factor in promoting the sustainable development of the community, despite the declaration of a change in the course of innovation policy and the implementation of a number of socially and environmentally oriented measures. …”
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An overview of the integration and development trends between arts and psychotherapy by Yuxing Xie, Xianhua Sun

“…This study aims to systematically sort out the research status and development trends in the field of art therapy from 2005 to 2024 through knowledge mapping analysis, providing references for theoretical innovation and practice standardization in this field.MethodsBased on the Web of Science core collection data sources, the CiteSpace bibliometric tool was used for knowledge mapping analysis of art therapy-related research. …”
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Systematic computer analysis of the pharmacology of bioflavonoids in the context of increasing the body's antiviral defenses by O. A. Gromova, I. Yu. Torshin, A. G. Chuchalin

“…The literature analysis was carried out using modern methods of topological and metric analysis of big data.Results. …”
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Combined Thermal Index Development for Urban Heat Island Detection in Area of Split, Croatia by Majda Ćesić, Katarina Rogulj, Andrija Krtalić

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Assessing Survey Data to Study Traffic Flow Characteristics: An in-depth analysis of King Fahad Road, Al-Ahsa, Saudi Arabia by Md Kamrul Islam, Abdulaziz Ibrahim Mohammed Al-Muaybid, Muath Fahad Abdullah Al-Saqer, Mohammed Saleh Rashid Al-Nagada, Khaled Saleh Abdulaziz Al-Newaihel, Rocksana Akter, Muhammad Aniq Gul, Muhammad Muhitur Rhaman, Ziad Shatnawi

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A collaborative approach to advancing research and training in Public Health Data Science—challenges, opportunities, and lessons learnt by Elisha Abade, Wondwossen Mulugeta, Idah Orowe, Getachew Hailemariam, Patrick Weke, Rahel Bekele, Isabelle Zaugg, Jeff Goldsmith, Tiffany Sanchez, Kiros Berhane

“…Through harmonized online surveys and stakeholder engagements via focus group discussions in Ethiopia and Kenya, a curriculum was developed for a masters degree program in Public Health Data Science (PHDS). …”
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Identification of disulfidptosis in esophageal squamous cell carcinoma based on single-cell and bulk RNA-seq data to predict prognosis and treatment response by Xiaodan Zhang, Xiaodan Zhang, Jianting Du, Jianting Du, Xiao Lin, Xiao Lin, Shuliang Zhang, Shuliang Zhang, Taidui Zeng, Taidui Zeng, Maohui Chen, Maohui Chen, Guanglei Huang, Guanglei Huang, Chun Chen, Chun Chen, Bin Zheng, Bin Zheng

“…PurposeOur study aims to identify the molecular subtypes of genes associated with disulfidptosis in esophageal squamous cell carcinoma(ESCC), develop a prognostic model, and identify potential therapeutic targets.MethodsBased on the GSE53625 expression profile data, we identified molecular subtypes with significant survival differences through consensus cluster analysis. …”
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Analysis of achievements for improvement in pedagogical competence of madrasah ibtidaiyah teachers by Ofi Rofiatul Janah, Mohammad Ali

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Modelling and experimental analysis of hormonal crosstalk in Arabidopsis by Junli Liu, Saher Mehdi, Jennifer Topping, Petr Tarkowski, Keith Lindsey

“…This combined modelling and experimental analysis provides new insights into the integration of hormonal signals in plants.…”
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Decoding public sentiment topics in google map reviews on urban infrastructure development of belt and road initiative by Yue Xiong, Jiayong Liang, Chenghe Guan

“…Abstract Despite the broad scope of Belt and Road Initiative (BRI) projects and deep intertwine with urban development, there is a lack of quantitative research utilizing crowd-sourced data to understand public perceptions, particularly from both spatial and temporal perspectives. …”
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Clustering-Based Multiple Imputation via Gray Relational Analysis for Missing Data and Its Application to Aerospace Field by Jing Tian, Bing Yu, Dan Yu, Shilong Ma

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Improved RIME algorithm: CEC performance analysis and feature selection experiment of Sino foreign cooperative data sets by Wei Zhu, Yuxi Hu, Lei Liu, Zhennao Cai, Huiling Chen, Guoxi Liang

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Socio‑Economic Determinants of Construction Sector Development by Florian Gerth, Martin O’Brien, Karol S. Sikora

“…This study investigates the empirical interaction between changing socioeconomic challenges and the construction sector in Cambodia. The empirical analysis applied uses data from the Statistical Yearbook of Cambodia (2021) to analyze the statistical relationship between socioeconomic , economic, demographic variables and construction. …”
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Measuring the Unmeasurable: Decomposing Multidimensional Rural Poverty and Promoting Economic Development in the Poorest Region of Luzon, Philippines by Emmanuel Azcarraga Onsay, Jomar Fajardo Rabajante

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Biomarker discovery studies for patient stratification using machine learning analysis of omics data: a scoping review by Rita Banzi, Jacques Demotes, Paula Garcia, Enrico Glaab, Armin Rauschenberger, Chiara Gerardi

“…We focused the final analysis on omics-based biomarkers which achieved the highest level of validation, that is, clinical approval of the developed molecular signature as a laboratory developed test or FDA approved tests.Results Overall, 352 articles fulfilled the eligibility criteria. …”
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Methods and software for anomalies searching in the telemetry data of a solar power plant based on the normalized power analysis by S. V. Vаlevich, K. S. Dzick, I. I. Pilecki, I. Kruse, R. M. Asimov, V. S. Asipovich

“…The purpose of the study is to develop new methods and software algorithms for finding anomalies in the operation of solar panels based on the results of a digital twin created and trained according to the telemetry data of a solar power plant.Methods. …”
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