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find Keyword "visualization analysis" 8 results
  • Current state of lung cancer with chronic obstructive pulmonary disease in China: A bibliometrics analysis

    Objective To explore the research state and topics of lung cancer with chronic obstructive pulmonary disease (COPD) in China using the visualization methods. Methods Literature about lung cancer with COPD was searched through WanFang, CNKI, CBM, PubMed, The Cochrane Library and EMbase databases from inception to March 2018 by computer. We used BICOMS software to analyze the main information and produce co-word matrix, gCLUTO software to cluster, and NetDraw and Cytoscape software to draw the pictures. Results There were 304 studies related to lung cancer with COPD which originated from 173 journals including 23 indexed by Chinese Science Citation Database (CSCD) with 42 articles published, accounting for 13.8% of the total number of studies. There were 37 articles from 24 journals indexed by Science Citation Index (SCI) accounting for 12.2% of the total number of studies. The studies grew rapidly since 2012. The study involved 32 provinces, municipalities, and autonomous regions, among which Beijing, Sichuan, Shanghai, Guangzhou and Jiangsu provinces and cities were the main research areas. Sixty-nine high-frequency keywords were obtained with frequency 2 as the threshold, which was clustered into 5 categories by dual cluster analysis. Among them, topic 0 showed pathogenesis and radiological diagnosis of lung cancer with COPD, topic 1 was about the clinical characteristics of different pathological types of lung cancer with COPD and Chinese medicine treatment, topic 2 aimed at the impact of risk factors on surgical complications and the relationship between chemotherapy or targeted therapies and patient survival prognosis, topic 3 involved the pigenetic correlation between lung cancer and COPD and topic 4 was about clinical studies of perioperative comprehensive management of lung cancer patients with COPD. Conclusion The bibliometrics results show that there are considerable-amount achievements on lung cancer combined with COPD in China, and the researches have gradually increased since 2012. Horizontal research topics are extensive, and the focus of the study is to explore the perioperative comprehensive management and basic research of lung cancer with COPD, but the longitudinal themes need to be further studied. The results of some studies have not yet reached a consensus. There are few high-quality multi-center studies and a lack of clinical-directed achievement.

    Release date:2019-03-01 05:23 Export PDF Favorites Scan
  • Mapping knowledge domains analysis of gastrointestinal stromal tumor research

    ObjectiveTo investigate the current status and hotspots in researches of gastrointestinal stromal tumor.MethodsThe literatures related to gastrointestinal stromal tumor and published from 2000 to 2019 were extracted from Web of Science Core Collection. Visualization analysis was conducted by utilizing CiteSpace and VOSviewer software based on bibliometrics methods.ResultsA total of 3 226 articles and reviews were retrieved. The number of publications increased from 2000 to 2019, from the initial 34 publications gradually increased to 241 in 2019, and the maximum number of publications was 265 in 2015. The most productive five countries in terms of publication number were: 907 in the United States, 540 in China, 522 in Japan, 219 in Germany, and 214 in Italy. Co-occurrence networks of keywords were divided into three clusters: targeted therapy, clinical management, and pathogenesis research. Co-citation analysis of literatures contained 9 clusters, and cluster #0 prognosis was the latest cluster, indicating the research frontier and tendency.ConclusionsThe United States and its domestic institutes are the pioneers. Targeted therapy, clinical management, and pathogenesis researches are the main research filed. Prognosis research may be the new research tendency, and clinical and basic researches are still hotspots in medical research.

    Release date:2020-10-21 03:05 Export PDF Favorites Scan
  • Citespace-based visualization analysis of the imaging research progress of gastric cancer

    ObjectiveTo realize the current status and hot issues in the field of gastric cancer imaging research, and to provide references for radiologists and gastrointestinal surgeons to grasp the overall overview of gastric cancer imaging.MethodWe downloaded the relevant literatures of gastric cancer imaging published in 2010–2020 in the Web of Science database, and used Citespace 5.7.R3 software for related visual analysis.ResultsA total of 726 articles in the field of gastric cancer imaging research were retrieved and screened. The number of gastric cancer imaging studies published from 2010 to 2020 was on the rise, with the top three countries published in China, Japan, and the United States. The clusters of co-cited literature on gastric cancer imaging: confocal laser microendoscopy, gastric cancer, gastric mucosal intestinal metaplasia, preoperative T staging, convolutional neural network, deep learning, advanced gastric cancer, in vivo differentiation, early stage gastric cancer, surgical treatment, perigastric lymph nodes, nearest neighbor algorithm, and so on. Hot words in recent research fields included: risk factors, characteristics, deep learning, chemotherapy, and neural networks.ConclusionThe imaging diagnosis of early gastric cancer and the application of artificial intelligence are the research hotspots in this field.

    Release date:2021-02-08 07:10 Export PDF Favorites Scan
  • Visual analysis of the current state and trends of global research in continuous renal replacement therapy

    Objective To explore the global research status and trends of continuous renal replacement therapy (CRRT) based on knowledge visualization analysis. Methods Based on the Web of Science Core Collection, studies reporting CRRT research that were published between June 2014 and June 2023 were retrieved and collected after manual review. VOSviewer and CiteSpace softwares were used for bibliometric visualization analysis, including publication trends, geographical distribution characteristics, journal distribution characteristics, author contributions, citations, funding source characteristics, and keyword clustering. Results A total of 2708 papers were analyzed, with an increasing trend in the number of articles and citation frequency from 2015 to 2021. The United States was the most prolific country and France was the most influential country. The University of Pittsburgh in the United States had the highest number of publications among research institutions and showed higher motivation for inter-institutional collaboration. The University of Queensland in the Australia had the highest average citation frequency. Professor Rinaldo Bellomo of Australia was the most productive author and Professor Jeffrey Lipman was the most influential. Jason A. Roberts, Jeffrey Lipman and Claudio Ronco were the three authors who had the highest number of collaborations with other authors. Keyword cluster analysis showed that the prognosis of CRRT for renal disease was the focus of research, with hotspots of research being antibiotics, citrate accumulation, plasma replacement, lactate clearance, acute respiratory distress syndrome, and coronavirus disease 2019. Coupling analysis of the literature showed that exploring the indications for CRRT and optimizing treatment prescription were at the forefront of research. Conclusions The present study of CRRT has generally shown an upward trend in the last decade. The management and efficacy of CRRT remains a hot topic of research. Exploring the indications for CRRT and optimizing treatment prescriptions may be a popular research direction and trend in the future.

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  • CiteSpace-based visualization and analysis of the current state of medical prescription research

    Objective To analyze the research hotspots and development trend of medical advice at home and abroad, and provide the basis for the research related to medical advice in China. Methods The China National Knowledge Infrastructure and Web of Science were searched from January 1991 to November 2023 to collect domestic and international studies on medical prescriptions. Bibliometrics and CiteSpace software were used for analysis. Results A total of 3 155 articles were included. The number of publications on medical advice reached its peak in 2013, and the trend of domestic and foreign publications was consistent; the institution with the largest number of publications in China was Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology; the top three hotspots of attention in China were rational medication use, intravenous medication dispensing center and nursing care; the top three hotspots of attention in foreign countries were care, impact, and system; the top three hotspots of attention in China were intravenous medication (centralized) dispensing center and medical prescription audit 2 emergent words emergent rate had been continued to date; foreign polst, palliative care and advance care planning 3 emergent words emergent rate had been continued to date; domestic in the past five years, the key words were quality improvement, lean management, transitional care, rationality evaluation, prescription front audit system and medication adherence; the keywords for the last five years in foreign countries were assessmen, risk factor, clincial pathway. ConclusionsDomestic research on medical prescriptions needs to pay more attention to the decision-making of doctors when they give medical prescriptions and the timely monitoring of medication errors, and based on the more mature research on medical prescriptions in foreign countries, domestic research needs to combine the concepts of computer-assisted decision-making and value-based medicine to explore in-depth the correlation between medical prescriptions and the quality of medical care and patient value. It is also needed to combine computer-assisted decision-making and the concept of value-based medicine to explore the intrinsic connection between medical advice and medical quality and patient value.

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  • Frontier and hotspot of biomarkers for predicting the efficacy of immunotherapy in non-small cell lung cancer

    ObjectiveTo analyze the current development of researches on biomarkers for predicting the efficacy of immunotherapy in non-small cell lung cancer and to provide reference for subsequent studies. MethodsStudies on biomarkers for predicting the efficacy of immunotherapy for non-small cell lung cancer indexed in the Web of Science Core Collection from 2017 to 2021 were searched by computer. The annual distribution, journals, authors, countries, institutions, and keywords of studies were visualized and analyzed by CiteSpace. ResultsA total of 426 studies were collected, including 298 articles and 128 reviews. The average number of published studies was about 85, and increased year by year. PD-L1 expression, tumor mutational burden, tumor microenvironment and liquid biopsy were hot keywords in this field. ConclusionIn the future, combination of biomarkers in the liquid biopsy and tumor microenvironment with radiomics analysis will be the research hotspot and frontier in this field for more accurate assessment with tumor-related signatures such as lymphocytic immune status and characteristics of tumor lesions in non-small cell lung cancer patients.

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  • Visualization analysis of hotspots and trends of lung transplantation nursing research based on CiteSpace

    Objective To explore the research hotspots and latest progress of lung transplantation nursing at home and abroad, and to provide reference ideas and directions for the future related research. Methods Through the collection of CNKI and Web of Science core database, the related literature of lung transplantation nursing from inception to December 2023 was retrieved and CiteSpace software was used to focus on keyword co-occurrence, clustering and emergence. Results A total of 352 Chinese literature and 126 English literature were included in this study, and the number of papers published at home and abroad showed an overall upward trend. There were 34 core authors of Chinese literature and 83 core authors of English literature. The core authors led the team to promote research and promote cooperation at home and abroad. At present, the cooperation among research teams needed to be strengthened. Chinese literature keywords included nursing, lung transplantation, extracorporeal membrane oxygenation, lung rehabilitation, lung transplantation surgery, complications. English literature keywords included lung transplanation, quality of life, international society, disease, bone marrow transplantation. There were 15 clusters and 25 emergent keywords in the CNKI database, and 12 clusters and 25 emergent keywords in the Web of Science core database. ConclusionThe study of lung transplantation nursing at home and abroad has been paid more and more attention, and the research is getting more and more sophisticated. The future study can realize the holistic care of patients during perioperative period on the basis of clinical diagnosis and nursing technology, and improve the survival of patients after operation.

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  • Visualization analysis of research hotspots and development trends of hyperkalemia in hemodialysis patients

    Objective To analyze the research hotspots and trends in the field of hyperkalemia in hemodialysis patients at home and abroad, and to provide reference for the research and prevention and control of hyperkalemia in hemodialysis patients. Methods China National Knowledge Infrastructure (CNKI) and Web of Science databases were searched by computer for literature about the hyperkalemia in hemodialysis patients published between January 1995 and January 2023. The included literature was analyzed using visualization analysis tools for visualization, including high-frequency keywords, keyword co-occurrence map, keyword emergence intensity and keyword time series prediction. Results A total of 10 275 articles were included. Among them, there were 10 036 articles from web of science and 239 articles from CNKI. The number of articles in this research field showed a trend of steady increase year by year. The United States was in a leading position in the research and development in this field, followed by China. At the same time, the research in this field presents the characteristics of multidisciplinary integration. The development trends of research hotspots in the next 5 years were risk and health education research. Conclusions The number of research articles related to hyperkalemia in hemodialysis patients is gradually increasing. Multidisciplinary approach and integration is a research hotspot and frontier in the development of hyperkalemia in hemodialysis patients both domestically and internationally.

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