Global Evolution of Research in Artificial Intelligence in Health and Medicine: A Bibliometric Study

被引:198
|
作者
Bach Xuan Tran [1 ,2 ]
Giang Thu Vu [3 ,4 ]
Giang Hai Ha [5 ]
Quan-Hoang Vuong [6 ,7 ]
Manh-Tung Ho [6 ,7 ]
Thu-Trang Vuong [8 ]
Viet-Phuong La [6 ,7 ]
Manh-Toan Ho [6 ,7 ]
Nghiem, Kien-Cuong P. [9 ]
Huong Lan Thi Nguyen [5 ]
Latkin, Carl A. [2 ]
Tam, Wilson W. S. [4 ,10 ]
Cheung, Ngai-Man [3 ,11 ]
Nguyen, Hong-Kong T. [12 ]
Ho, Cyrus S. H. [13 ]
Ho, Roger C. M. [14 ,15 ,16 ]
机构
[1] Hanoi Med Univ, Inst Prevent Med & Publ Hlth, Hanoi 100000, Vietnam
[2] Johns Hopkins Univ, Bloomberg Sch Publ Hlth, Baltimore, MD 21205 USA
[3] Nguyen Tat Thanh Univ, Ctr Excellence Artificial Intelligence Med, Ho Chi Minh City 700000, Vietnam
[4] Nguyen Tat Thanh Univ, Ctr Excellence Evidence Based Med, Ho Chi Minh City 700000, Vietnam
[5] Duy Tan Univ, Inst Global Hlth Innovat, Da Nang 550000, Vietnam
[6] Phenikaa Univ, Ctr Interdisciplinary Social Res, Hanoi 100803, Vietnam
[7] Phenikaa Univ, Fac Econ & Finance, Hanoi 100803, Vietnam
[8] Sci Po Paris, Campus Dijon, F-21000 Dijon, France
[9] Vietnam Germany Hosp, 16 Phu Doan St, Hanoi 100000, Vietnam
[10] Natl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore 119228, Singapore
[11] Singapore Univ Technol & Design, Informat Syst Technol & Design ISTD Pillar, Singapore 487372, Singapore
[12] Vuong & Associates, AISDL, 3-161 Thinh Quang, Hanoi 100000, Vietnam
[13] Natl Univ Singapore Hosp, Dept Psychol Med, Singapore 119228, Singapore
[14] Nguyen Tat Thanh Univ, Ctr Excellence Behav Med, Ho Chi Minh City 700000, Vietnam
[15] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Psychol Med, Singapore 119228, Singapore
[16] Natl Univ Singapore, Biomed Global Inst Healthcare Res & Technol BIGHE, Singapore 117599, Singapore
关键词
bibliometric analysis; artificial intelligence; health; medicine; global; mapping; AI ethics; AUGMENTATION; COUNTRIES;
D O I
10.3390/jcm8030360
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The increasing application of Artificial Intelligence (AI) in health and medicine has attracted a great deal of research interest in recent decades. This study aims to provide a global and historical picture of research concerning AI in health and medicine. A total of 27,451 papers that were published between 1977 and 2018 (84.6% were dated 2008-2018) were retrieved from the Web of Science platform. The descriptive analysis examined the publication volume, and authors and countries collaboration. A global network of authors' keywords and content analysis of related scientific literature highlighted major techniques, including Robotic, Machine learning, Artificial neural network, Artificial intelligence, Natural language process, and their most frequent applications in Clinical Prediction and Treatment. The number of cancer-related publications was the highest, followed by Heart Diseases and Stroke, Vision impairment, Alzheimer's, and Depression. Moreover, the shortage in the research of AI application to some high burden diseases suggests future directions in AI research. This study offers a first and comprehensive picture of the global efforts directed towards this increasingly important and prolific field of research and suggests the development of global and national protocols and regulations on the justification and adaptation of medical AI products.
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页数:18
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