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The research landscape on cognitive computing algorithms, such as Genetic Algorithms (GA), in Cancer/Tumor and Oncological (CTO) research from 2003 to 2022 was examined using Scopus-indexed publications. Bibliometric analysis was employed to assess social networks and thematic areas of GACTO research. The analysis revealed that researchers published 114 articles and 92 conference papers, representing 55.34% and 44.66% of the total publications (TP=206), respectively. Of these, 129 publications were open access, distributed across Gold, Hybrid Gold, Bronze, and Green mediums. Researchers showed a preference for articles over conference papers. Stakeholder analysis highlighted a robust number of active authors, affiliations, and countries involved in GACTO research. Top performers included Zuherman Rustam (TP=5), Universitas Indonesia (TP=6), and India. Productivity was attributed to the availability of resources such as financial support, with top funders being Universitas Indonesia, the National Natural Science Foundation of China, and Brazil's Conselho Nacional de Desenvolvimento Científico e Tecnológico. Social network analysis indicated a low rate of co-authorship at 18.18%, suggesting limited collaboration at the author level. However, at the national level, collaborative links were stronger, with the largest cluster comprising India, Iran, and the United States, and the smallest including Turkey and the United Kingdom. This reflects better access to resources, funding, and infrastructure at the national level. Hotspot analysis identified three major keywords: genetic algorithms, diseases, and feature extraction. Cluster analysis revealed three focus areas: Precision Health Analytics, Genomic Cancer Profiling, and Integrated AI Diagnosis. In conclusion, the GACTO research landscape actively engages in socially impactful and scientific themes, utilizing computational tools to address challenges posed by cancer and other oncological diseases. [ABSTRACT FROM AUTHOR]

Abstract, author, keywords, institution, and cited literature, and used CiteSpace (version 6.1.R3) to visualize the data through the knowledge map, burst keyword analysis, cluster analysis, and collaborative network analysis. Results: A total of 979 articles and reviews were retrieved. Regarding productivity, the top 2 countries were the United States (n =239) and Japan (n =236). Hidetaka Wakabayashi (n =26) was one of the most prolific writers. The first paper in the frequency ranking of references cited was a white paper: European Society for Swallowing Disorders and European Union Geriatric Medicine Society white paper: oropharyngeal dysphagia as a geriatric syndrome (n =53). "Prevalence" (n =173), "risk factor" (n =119), and "aspiration pneumonia" (n =108) were the most frequently occurring keywords (excluding defining nouns). The study identified reliability, tongue pressure, home discharge, and swallowing function as research hotspots from 2020 to 2022. Conclusion: Prevalence, risk factors, and pneumonia are significant areas of study. Tongue pressure and sarcopenia are research hotspots and potential targets. In the future, research on dysphagia needs to refine strategies for prevention and control, as well as provide tertiary preventative services. [ABSTRACT FROM AUTHOR]

Smallholder farmers, crucial to global food security, face challenges in sustainable integration into agricultural innovation due to inherent flaws in existing finance models. This research addresses the conspicuous gap in comprehensive reviews on sustainable finance in agriculture through a bibliometric approach. Financial constraints, limited market access, and climate vulnerability plague smallholder farmers, hindering the long-term sustainability of current financial models. This study aims to systematically map the scholarly landscape of sustainable finance models for smallholder farmers, focusing on the adoption of agricultural innovations. A critical knowledge gap exists regarding bibliometric patterns and trends in the adoption of agricultural innovations by smallholder farmers. The study utilizes the RAPID framework for a streamlined and evidence-based bibliometric review, employing RStudio and the bibliometrix-package. The analysis aims to recognize, assess, purge, investigate, and document key themes and emerging patterns in the literature. Noteworthy trends from bibliometric reviews indicate a rise in bibliometric approaches, with VOSviewer as a prevalent tool. This research contributes methodologically by advocating for Scopus as the primary database. The study's significance lies in informing policy, practice, and research initiatives supporting smallholder farmers. By revealing bibliometric patterns, this study aims to guide the design of innovative and context-specific financial instruments, fostering a more sustainable and inclusive agricultural landscape. In conclusion, this research endeavors to bridge the knowledge gap and provide novel insights at the intersection of sustainable finance and agricultural innovation adoption. The anticipated outcomes will inform the development of tailored financial models, advancing the resilience and productivity of smallholder farmers globally. [ABSTRACT FROM AUTHOR]

The finance and natural resources revenue nexus play a critical role in an economy. The recent development and significant increase in academic literature regarding the resource-finance nexus are the primary motivations for conducting this study. This study aims to conduct a bibliometric analysis of 363 documents published between 1976 and 2021 collected from the Scopus database. The results have been demonstrated via graphs, tables, knowledge maps about the past trends, growth, and prospects using co-occurrence, co-authorship, and co-citation analysis via the VOSviewer tool. This study has identified prolific authors, journals, countries, academic institutions, and future pathways. The findings indicate that China has the highest share of publications (88, 24.2%), followed by Pakistan (58, 15.9%) and Turkey (37, 10.2%). The most productive academic institution is the Beijing Institute of Technology in China (13, 3.6%). This study proposes new avenues for further research concerning the resource-finance nexus, such as ecological footprint, sustainability, fiscal decentralization, green investment, energy prices, environmental quality, technological innovation, financial resource curse (especially the stock market resource curse), human capital, and renewable energy in policy development and sustainability towards the achievement of the SDGs. [ABSTRACT FROM AUTHOR]