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Research trends of artificial intelligence in pancreatic cancer: a bibliometric analysis.

作者信息

Yin Hua, Zhang Feixiong, Yang Xiaoli, Meng Xiangkun, Miao Yu, Noor Hussain Muhammad Saad, Yang Li, Li Zhaoshen

机构信息

Department of Gastroenterology, General Hospital of Ningxia Medical University, Yinchuan, China.

Postgraduate Training Base in Shanghai Gongli Hospital, Ningxia Medical University, Shanghai, China.

出版信息

Front Oncol. 2022 Aug 2;12:973999. doi: 10.3389/fonc.2022.973999. eCollection 2022.


DOI:10.3389/fonc.2022.973999
PMID:35982967
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9380440/
Abstract

PURPOSE: We evaluated the related research on artificial intelligence (AI) in pancreatic cancer (PC) through bibliometrics analysis and explored the research hotspots and current status from 1997 to 2021. METHODS: Publications related to AI in PC were retrieved from the Web of Science Core Collection (WoSCC) during 1997-2021. Bibliometrix package of R software 4.0.3 and VOSviewer were used to bibliometrics analysis. RESULTS: A total of 587 publications in this field were retrieved from WoSCC database. After 2018, the number of publications grew rapidly. The United States and Johns Hopkins University were the most influential country and institution, respectively. A total of 2805 keywords were investigated, 81 of which appeared more than 10 times. Co-occurrence analysis categorized these keywords into five types of clusters: (1) AI in biology of PC, (2) AI in pathology and radiology of PC, (3) AI in the therapy of PC, (4) AI in risk assessment of PC and (5) AI in endoscopic ultrasonography (EUS) of PC. Trend topics and thematic maps show that keywords " diagnosis ", "survival", "classification", and "management" are the research hotspots in this field. CONCLUSION: The research related to AI in pancreatic cancer is still in the initial stage. Currently, AI is widely studied in biology, diagnosis, treatment, risk assessment, and EUS of pancreatic cancer. This bibliometrics study provided an insight into AI in PC research and helped researchers identify new research orientations.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/29d6f651d4a8/fonc-12-973999-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/fe71332fd2b6/fonc-12-973999-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/cc27972b6e54/fonc-12-973999-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/a41597d38e62/fonc-12-973999-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/bdb92c6fd0bc/fonc-12-973999-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/4eacbfefeab3/fonc-12-973999-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/3c0a63fa6b48/fonc-12-973999-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/29d6f651d4a8/fonc-12-973999-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/fe71332fd2b6/fonc-12-973999-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/cc27972b6e54/fonc-12-973999-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/a41597d38e62/fonc-12-973999-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/bdb92c6fd0bc/fonc-12-973999-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/4eacbfefeab3/fonc-12-973999-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/3c0a63fa6b48/fonc-12-973999-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/619c/9380440/29d6f651d4a8/fonc-12-973999-g007.jpg

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本文引用的文献

[1]
The Global Research of Artificial Intelligence on Prostate Cancer: A 22-Year Bibliometric Analysis.

Front Oncol. 2022-3-1

[2]
A Bibliometric Analysis of Robotic Surgery From 2001 to 2021.

World J Surg. 2022-6

[3]
Diagnostic Value of Artificial Intelligence-Assisted Endoscopic Ultrasound for Pancreatic Cancer: A Systematic Review and Meta-Analysis.

Diagnostics (Basel). 2022-1-25

[4]
Recent advances in artificial intelligence for pancreatic ductal adenocarcinoma.

World J Gastroenterol. 2021-11-21

[5]
Prediction of Early Distant Recurrence in Upfront Resectable Pancreatic Adenocarcinoma: A Multidisciplinary, Machine Learning-Based Approach.

Cancers (Basel). 2021-9-30

[6]
Early Detection of Pancreatic Cancer: Applying Artificial Intelligence to Electronic Health Records.

Pancreas. 2021-8-1

[7]
Comprehensive Bibliometric Analysis of the Kynurenine Pathway in Mood Disorders: Focus on Gut Microbiota Research.

Front Pharmacol. 2021-6-22

[8]
Hyperpolarized Magnetic Resonance and Artificial Intelligence: Frontiers of Imaging in Pancreatic Cancer.

JMIR Med Inform. 2021-6-17

[9]
Can magnetic resonance imaging radiomics of the pancreas predict postoperative pancreatic fistula?

Eur J Radiol. 2021-7

[10]
Artificial Intelligence and Early Detection of Pancreatic Cancer: 2020 Summative Review.

Pancreas. 2021-3-1

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