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Zhang W, Zhuang D, Wei W, Yang Y, Ma L, Du H, Jin A, He J, Li X. The 100 most-cited radiomics articles in cancer research: A bibliometric analysis. Clin Imaging 2025; 121:110442. [PMID: 40086035 DOI: 10.1016/j.clinimag.2025.110442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 02/15/2025] [Accepted: 03/06/2025] [Indexed: 03/16/2025]
Abstract
Radiomics, an advanced medical imaging analysis technique introduced by Professor Lambin in 2012, has quickly become a key area of medical research. To explore emerging trends in cancer-related radiomics, we conducted a bibliometric analysis of the 100 most-cited articles (T100) in this field. Data were collected from the Web of Science Core Collection on October 7, 2023, and the articles were ranked by citation count. We extracted data such as authors, journals, citation counts, and publication years and analyzed it using Microsoft Excel 2019 and R 4.4.2. CiteSpace was used to create co-occurrence and citation burst maps to show the relationships between authors, countries, institutions, and keywords. The analysis revealed that the T100 came from 81 countries, with the U.S. contributing the most (56 articles). Harvard University was the leading institution, and the journal Radiology had the highest citation count. Aerts Hugo JWL was the most influential author. The study highlights that "lung cancer" and "artificial intelligence" are emerging as major research hotspots, shaping the future of cancer radiomics.
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Affiliation(s)
- Wenhao Zhang
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, Anhui, China; Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China; Department of Clinical Medical, First Clinical Medical College, Anhui Medical University, Hefei, China
| | - Dongmei Zhuang
- Suzhou Hospital of Anhui Medical University, Suzhou, Anhui, China
| | - Wenzhuo Wei
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - Yuchen Yang
- Department of Clinical Medical, First Clinical Medical College, Anhui Medical University, Hefei, China
| | - Lijun Ma
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - He Du
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - Anran Jin
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - Jingyi He
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - Xiaoming Li
- Department of Psychiatry, Chaohu Hospital of Anhui Medical University, Hefei, Anhui, China; Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China.
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Zhang W, Wei W, Ma L, Du H, Jin A, Luo J, Li X. Mapping the landscape: a bibliometric study of global chimeric antigen receptor T cell immunotherapy research. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:9227-9241. [PMID: 38953967 DOI: 10.1007/s00210-024-03258-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 06/23/2024] [Indexed: 07/04/2024]
Abstract
The rise of immunotherapy provided new approaches to cancer treatment. We aimed to describe the contribution of chimeric antigen receptor T cell immunotherapy to future prospects. We analyzed 8035 articles from the Web of Science Core Collection with CiteSpace that covered with various aspects with countries, institutions, authors, co-cited authors, journals, keywords, and references. The USA was the most prolific country, with the University of Pennsylvania being the most published institution. Among individual authors, June Carl H published the most articles, while Maude SL was the most frequently co-cited author. "Blood" emerged as the most cited journal. Keyword clustering revealed six core themes: "Expression," "Chimeric Antigen Receptor," "Tumor Microenvironment," "Blinatumomab," "Multiple Myeloma," and "Cytokine Release Syndrome." In the process of researching the timeline chart of keywords and references, "Large B-cell lymphoma" was located on the right side of the timeline. In the keyword prominence analysis, we found that the keywords "biomarkers," "pd-1," "antibody drug conjugate," "BCMA," and "chimeric antigen" had high explosive intensity in the recent past. We found that in terms of related diseases, "large B-cell lymphoma" and "cytokine release syndrome" are still difficult problems in the future. In the study of therapeutic methods, "BCMA," "PD-1," "chimeric antigen," and "antibody drug conjugate" deserve more attention from researchers in the future.
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Affiliation(s)
- Wenhao Zhang
- Centre for Translational Medicine, Second Affiliated Hospital, Anhui Medical University, Hefei, Anhui, China
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
- Department of Clinical Medical, First Clinical Medical College, Anhui Medical University, Hefei, China
| | - Wenzhuo Wei
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - Lijun Ma
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - He Du
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - Anran Jin
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - Jinyi Luo
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China
| | - Xiaoming Li
- Centre for Translational Medicine, Second Affiliated Hospital, Anhui Medical University, Hefei, Anhui, China.
- Department of Medical Psychology, School of Mental Health and Psychological Science, Anhui Medical University, Hefei, China.
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Huang C, Ji XR, Huang ZH, Wang RJ, Fan LQ, Zhu WB, Luo Q, Qing-Li. Global status of research on fertility preservation in male patients with cancer: A bibliometric and visual analysis. Heliyon 2024; 10:e33621. [PMID: 39040288 PMCID: PMC11260990 DOI: 10.1016/j.heliyon.2024.e33621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 06/23/2024] [Accepted: 06/24/2024] [Indexed: 07/24/2024] Open
Abstract
Background Recently, male fertility preservation before cancer treatment has become more prevalent. The research in this field has progressed over time, with some studies having a major impact and providing guidance for further research. However, the trends and hotspots of research on fertility preservation in male cancer patients may have changed; exploring them is essential for relevant research progress. Design We extracted relevant studies from the Web of Science Core Collection database, capturing information on the countries of study, affiliations, authors, keywords, as well as co-citations of references and journals. To identify publication trends, research strengths, key subjects, prominent topics, and emerging areas, we conducted a bibliometric analysis using CiteSpace. Results We included 3201 articles on fertility preservation in male cancer patients published over January 1999 to December 2023 were included. Although the relevant research growth rate was slow initially, the number of publications increased annually. Of all study countries, the United States, Germany, and Japan reported the earliest studies; the United States published the highest number of relevant studies. The US institutions remained at the forefront for all 25 years, and the US researcher Ashok Agarwal published the most articles. Literature co-citation analyses indicated a transformation in the study participants; they comprised a younger demographic (i.e., a large number of adolescent male patients underwent fertility preservation); moreover, fertility preservation techniques evolved from sperm cryopreservation to testicular tissue cryopreservation. Research on reproductive outcomes of sperm cryopreservation was the recent hotspot in male fertility preservation research, and the impact of immunotherapy and checkpoint inhibitors on male fertility requires further research. Conclusions Male fertility preservation will be a major future research focus, with closer connections and collaborations between countries and organizations. Our results present the historical data on the development of research on male fertility preservation in cancer patients, providing relevant insights for future research and development in this study area.
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Affiliation(s)
- Chuan Huang
- The Institute of Reproductive and Stem Cell Engineering, Basic Medicine College, Central South University, Changsha, Hunan, China
- Human Sperm Bank, The Reproductive & Genetic Hospital of CITIC-XIANGYA, Changsha, China
| | - Xi-Ren Ji
- Human Sperm Bank, The Reproductive & Genetic Hospital of CITIC-XIANGYA, Changsha, China
| | - Zeng-Hui Huang
- The Institute of Reproductive and Stem Cell Engineering, Basic Medicine College, Central South University, Changsha, Hunan, China
- Human Sperm Bank, The Reproductive & Genetic Hospital of CITIC-XIANGYA, Changsha, China
| | - Rui-Jun Wang
- The Institute of Reproductive and Stem Cell Engineering, Basic Medicine College, Central South University, Changsha, Hunan, China
| | - Li-Qing Fan
- The Institute of Reproductive and Stem Cell Engineering, Basic Medicine College, Central South University, Changsha, Hunan, China
- Human Sperm Bank, The Reproductive & Genetic Hospital of CITIC-XIANGYA, Changsha, China
| | - Wen-Bing Zhu
- The Institute of Reproductive and Stem Cell Engineering, Basic Medicine College, Central South University, Changsha, Hunan, China
- Human Sperm Bank, The Reproductive & Genetic Hospital of CITIC-XIANGYA, Changsha, China
| | - Qiang Luo
- Human Sperm Bank, The Reproductive & Genetic Hospital of CITIC-XIANGYA, Changsha, China
| | - Qing-Li
- Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
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Zhang H, Xin H, Zhao M, Bi C, Xiao Y, Li Y, Qin C. Global research trends on the relationship between IBD and CRC: a bibliometric analysis from 2000 to 2023. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2024; 43:83. [PMID: 38867343 PMCID: PMC11170923 DOI: 10.1186/s41043-024-00577-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 06/04/2024] [Indexed: 06/14/2024]
Abstract
OBJECTIVE This study aimed to conduct a bibliometric analysis of research articles on the relationship between inflammatory bowel disease (IBD) and colorectal cancer (CRC) using CiteSpace to summarize the current research status, hotspots, and trends in this field and present the results visually. METHOD Research articles on the relationship between IBD and CRC published from 2000 to 2023 and in English were selected from the Web of Science Core Collection (Woscc) database. The articles were downloaded as "full record and references". CiteSpace was used to conduct cooperative, cluster, co-citation, and burst analyses. RESULTS The literature search revealed 4244 articles; of which, 5 duplicates were removed, resulting in the inclusion of 4239 articles in this study. The United States of America had the highest number of publications, with Mayo Clinic and Harvard University being the most active institutions, and Bas Oldenburg being the most active author. Collaboration among core authors was inadequate. JA Eaden was the most cited author, and CRC was the most common keyword. Burst analysis indicated that Sun Yat-sen University might be one of the institutions with a large contribution to this research field in the future. Cluster analysis showed that earlier research focused more on microsatellite instability, whereas "gut microbiota" and "oxidative stress" are considered current research hotspots and trends. CONCLUSION At present, the primary focus areas of research are "gut microbiota" and "oxidative stress". With the improvement of healthcare policies and standards, regular endoscopic monitoring of patients with IBD has become an indispensable diagnostic and therapeutic practice. More drugs will be developed to reduce the risk of progression from IBD to CRC. The findings of this study provide valuable insights into the relationship between IBD and CRC for researchers in the same field.
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Affiliation(s)
- Hao Zhang
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, 475000, China
| | - Huiru Xin
- Department of Cardiothoracic Surgery, Huaihe Hospital of Henan University, Kaifeng, 475000, China
| | - Mengqi Zhao
- Department of Gastroenterology, Huaihe Hospital of Henan University, Kaifeng, 475000, China
| | - Chenyang Bi
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, 475000, China
| | - Yafei Xiao
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, 475000, China
| | - Yifan Li
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, 475000, China
| | - Changjiang Qin
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, 475000, China.
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Song G, Zheng Z, Zhu Y, Wang Y, Xue S. A review and bibliometric analysis of global research on proton radiotherapy. Medicine (Baltimore) 2024; 103:e38089. [PMID: 38728501 PMCID: PMC11081588 DOI: 10.1097/md.0000000000038089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 04/11/2024] [Indexed: 05/12/2024] Open
Abstract
Proton beam therapy (PBT) has great advantages as tumor radiotherapy and is progressively becoming a more prevalent choice for individuals undergoing radiation therapy. The objective of this review is to pinpoint collaborative efforts among countries and institutions, while also exploring the hot topics and future outlook in the field of PBT. Data from publications were downloaded from the Web of Science Core Collection. CiteSpace and Excel 2016 were used to conduct the bibliometric and knowledge map analysis. A total of 6516 publications were identified, with the total number of articles steadily increasing and the United States being the most productive country. Harvard University took the lead in contributing the highest number of publications. Paganetti Harald published the most articles and had the most cocitations. PHYS MED BIOL published the greatest number of PBT-related articles, while INT J RADIAT ONCOL received the most citations. Paganetti Harald, 2012, PHYS MED BIOL can be classified as classic literature due to its high citation rate. We believe that research on technology development, dose calculation and relative biological effectiveness were the knowledge bases in this field. Future research hotspots may include clinical trials, flash radiotherapy, and immunotherapy.
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Affiliation(s)
- Ge Song
- Department of Critical Care Medicine, Shandong Provincial Maternal and Child Health Care Hospital Affiliated to Qingdao University, Jinan, China
| | - Zhi Zheng
- Department of Stomatology, Shandong Provincial Maternal and Child Health Care Hospital Affiliated to Qingdao University, Jinan, China
| | - Yingming Zhu
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yaoting Wang
- Department of Oncology, Dongying People’s Hospital, Dongying, China
| | - Song Xue
- Experimental Center, Shandong University of Traditional Chinese Medicine, Jinan, China
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Zhu R, Niu Y, Xu H, Wang S, Mao J, Lei Y, Xiong X, Zhou W, Guo L. Traditional Chinese Exercises for Cardiovascular Diseases: A Bibliometric Analysis. Percept Mot Skills 2024; 131:514-536. [PMID: 38349750 DOI: 10.1177/00315125241230599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2024]
Abstract
Traditional Chinese exercises (TCEs) have great value in the prevention and effective treatment of cardiovascular diseases (CVD). Our purpose in this study was to summarize present research trends and future directions regarding the link between TCEs and CVD by bibliometrics analysis. We searched the Web of Science Core Collection (WoSCC) for all original articles and reviews on TCEs for CVD published in English before August 7, 2022 using CiteSpace 5.8.R3 and Microsoft Excel 2019 software, and we displayed the results in the form of network maps, line graphs, and tables. We initially obtained 725 articles. Our results showed that the United States was the most influential country in this line of research, with Harvard University the most prolific institution in the field, and, Evidence-Based Complementary and Alternative Medicine was the most productive journal for these articles. The highest-frequency keywords in this research area were Tai Chi, exercise, blood pressure, quality of life, and older adult. Additionally, important research topics included heart rate variability, quality of life, meta-analysis, Baduanjin exercise, and breathing exercise. In addition, our results revealed that among all the TCEs, Tai Chi, Baduanjin, and Qigong emerged as the most extensively studied. However, it's important to note our exclusive focus on literature published in English may have led to our missing important results. Future investigators should broaden their search to include other databases and languages to present a still more comprehensive overview of this field.
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Affiliation(s)
- Ruiting Zhu
- School of Nursing, Jilin University, Changchun, China
| | - Yirou Niu
- School of Nursing, Jilin University, Changchun, China
| | - Haiyan Xu
- School of Nursing, Jilin University, Changchun, China
| | - Saikun Wang
- School of Nursing, Jilin University, Changchun, China
| | - Jing Mao
- School of Nursing, Jilin University, Changchun, China
| | - Yangyang Lei
- School of Nursing, Jilin University, Changchun, China
| | - Xuance Xiong
- Medical College, Beihua University, Jilin, China
| | - Wei Zhou
- Department of Clinical Laboratory, The First Hospital of Jilin University, Changchun, China
| | - Lirong Guo
- School of Nursing, Jilin University, Changchun, China
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Xu LL, Cheng TC, Xiang NJ, Chen P, Jiang ZW, Liu XX. Risk factors for severe low anterior resection syndrome in patients with rectal cancer undergoing sphincter‑preserving resection: A systematic review and meta‑analysis. Oncol Lett 2024; 27:30. [PMID: 38108080 PMCID: PMC10722524 DOI: 10.3892/ol.2023.14163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 09/04/2023] [Indexed: 12/19/2023] Open
Abstract
The present study aimed to evaluate the incidence and risk factors of severe low anterior resection syndrome (LARS) in patients with rectal cancer undergoing sphincter-preserving resection, and to provide the clinical basis and reference for the treatment of rectal cancer and the prevention of LARS. Studies on the incidence and risk factors for severe LARS in patients with rectal cancer undergoing sphincter-preserving resection were searched using PubMed, Embase, Cochrane Library, Scopus and Web of Science, according to the inclusion and exclusion criteria. After evaluating the study quality and extracting relevant data, RevMan 5.2 and STATA software were used to conduct a meta-analysis. A total of 12 articles were considered eligible for the present meta-analysis. Within these articles, there were 3,877 cases of sphincter-preserving resection for rectal cancer and 1,589 cases of severe LARS; the incidence of severe LARS was 40.99%. The results of the meta-analysis revealed that sex [female; odds ratio (OR), 6.54; 95% CI, 3.63-11.76; Z, 6.27; P<0.00001], radiotherapy and chemotherapy (OR, 3.45; 95% CI, 2.29-5.21; Z, 5.91; P<0.00001), total mesorectal excision (TME; OR, 4.39; 95% CI, 3.32-5.79; Z, 10.41; P<0.00001), and distance between tumor and anal margin (OR, 2.74; 95% CI, 0.86-8.72; Z, 1.70; P<0.00001) may be the risk factors for severe LARS.
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Affiliation(s)
- Lu-Lu Xu
- The First Clinical Medical College, Nanjing University of Traditional Chinese Medicine, Nanjing, Jiangsu 210023, P.R. China
| | - Tian-Cheng Cheng
- The First Clinical Medical College, Nanjing University of Traditional Chinese Medicine, Nanjing, Jiangsu 210023, P.R. China
| | - Neng-Jun Xiang
- The First Clinical Medical College, Nanjing University of Traditional Chinese Medicine, Nanjing, Jiangsu 210023, P.R. China
| | - Peng Chen
- The First Clinical Medical College, Nanjing University of Traditional Chinese Medicine, Nanjing, Jiangsu 210023, P.R. China
| | - Zhi-Wei Jiang
- Department of General Surgery, Jiangsu Provincial Hospital of Traditional Chinese Medicine Affiliated to Nanjing University of Traditional Chinese Medicine, Nanjing, Jiangsu 210029, P.R. China
| | - Xin-Xin Liu
- Department of General Surgery, Jiangsu Provincial Hospital of Traditional Chinese Medicine Affiliated to Nanjing University of Traditional Chinese Medicine, Nanjing, Jiangsu 210029, P.R. China
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Yang X, Man D, Zhao P, Li X. Quantitative study of bioinformatics analysis on glioma: a bibliometric analysis. Front Oncol 2023; 13:1222797. [PMID: 38045000 PMCID: PMC10690598 DOI: 10.3389/fonc.2023.1222797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 10/09/2023] [Indexed: 12/05/2023] Open
Abstract
Background The bioinformatics analysis on glioma has been a hot point recently. The purpose of this study was to provide an overview of the research in this field using a bibliometric method. Methods The Web of Science Core Collection (WOSCC) database was used to search for literature related to the bioinformatics analysis of gliomas. Countries, institutions, authors, references, and keywords were analyzed using VOSviewer, CiteSpace, and Microsoft Excel software. Result China was the most productive country, while the USA was the most cited. Capital Medical University had the largest number of publications and citations. Institutions tend to collaborate more with other institutions in their countries rather than foreign ones. The most productive and most cited author was Jiang Tao. Two citation paths were identified, with literature in basic research journals often cited in clinical journals. Immune-related vocabularies appeared frequently in recent studies. Conclusion Glioma bioinformatics analyses spanned a wide range of fields. The international communication in this field urgently needs to be strengthened. Glioma bioinformatics approaches are developing from basic research to clinical applications. Recently, immune-related research has become a focus.
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Affiliation(s)
- Xiaobing Yang
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, China
- Jinan Microecological Biomedicine Shandong Laboratory and Shandong Key Laboratory of Brain Function Remodeling, Jinan, China
- Shandong Key Laboratory of Brain Function Remodeling, Jinan, China
| | - Dulegeqi Man
- Department of Neurosurgery, International Mongolia Hospital of Inner Mongolia, Hohhot, China
| | - Peng Zhao
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, China
- Jinan Microecological Biomedicine Shandong Laboratory and Shandong Key Laboratory of Brain Function Remodeling, Jinan, China
- Shandong Key Laboratory of Brain Function Remodeling, Jinan, China
| | - Xingang Li
- Department of Neurosurgery, Qilu Hospital, Cheeloo College of Medicine and Institute of Brain and Brain-Inspired Science, Shandong University, Jinan, China
- Jinan Microecological Biomedicine Shandong Laboratory and Shandong Key Laboratory of Brain Function Remodeling, Jinan, China
- Shandong Key Laboratory of Brain Function Remodeling, Jinan, China
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Ye Y, Liu Z, Zhu J, Wu J, Sun K, Peng Y, Qiu J, Gong L. Development trends and knowledge framework in the application of magnetic resonance imaging in prostate cancer: a bibliometric analysis from 1984 to 2022. Quant Imaging Med Surg 2023; 13:6761-6777. [PMID: 37869318 PMCID: PMC10585509 DOI: 10.21037/qims-23-446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 08/07/2023] [Indexed: 10/24/2023]
Abstract
Background Prostate cancer (PCa) is the most common tumor of the male genitourinary system. With the development of imaging technology, the role of magnetic resonance imaging (MRI) in the management of PCa is increasing. The present study summarizes research on the application of MRI in the field of PCa using bibliometric analysis and predicts future research hotspots. Methods Articles regarding the application of MRI in PCa between January 1, 1984 and June 30, 2022 were selected from the Web of Science Core Collection (WoSCC) on November 6, 2022. Microsoft Excel 2016 and the Bibliometrix Biblioshiny R-package software were used for data analysis and bibliometric indicator extraction. CiteSpace (version 6.1.R3) was used to visualize literature feature clustering, including co-occurrence analysis of countries, institutions, authors, references, and burst keywords analysis. Results A total of 10,230 articles were included in the study. Turkbey was the most prolific author. The USA was the most productive country and had strong partnerships with other countries. The most productive institution was Memorial Sloan Kettering Cancer Center. Journal of Magnetic Resonance Imaging and Radiology were the most productive and highest impact factor (IF) journals in the field, respectively. Timeline views showed that "#1 multiparametric magnetic resonance imaging", "#4 pi-rads", and "#8 psma" were currently the latest research hotspots. Keywords burst analysis showed that "machine learning", "psa density", "multi parametric mri", "deep learning", and "artificial intelligence" were the most frequently used keywords in the past 3 years. Conclusions MRI has a wide range of applications in PCa. The USA is the leading country in this field, with a concentration of highly productive and high-level institutions. Meanwhile, it can be projected that "deep learning", "radiomics", and "artificial intelligence" will be research hotspots in the future.
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Affiliation(s)
- Yinquan Ye
- Department of Radiology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Zhixuan Liu
- Department of Radiology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jianghua Zhu
- Department of Radiology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jialong Wu
- Department of Radiology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Ke Sun
- Department of Radiology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yun Peng
- Department of Radiology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jia Qiu
- Department of Radiology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Lianggeng Gong
- Department of Radiology, the Second Affiliated Hospital of Nanchang University, Nanchang, China
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