Artificial Intelligence vs. Natural Stupidity: Evaluating AI Readiness for the Vietnamese Medical Information System

被引:41
作者
Quan-Hoang Vuong [1 ,2 ]
Manh-Tung Ho [1 ,2 ]
Thu-Trang Vuong [3 ]
Viet-Phuong La [1 ,2 ]
Manh-Toan Ho [1 ,2 ]
Nghiem, Kien-Cuong P. [4 ]
Bach Xuan Tran [5 ,6 ]
Hai-Ha Giang [8 ]
Thu-Vu Giang [9 ]
Latkin, Carl [6 ]
Nguyen, Hong-Kong T. [7 ]
Ho, Cyrus S. H. [11 ]
Ho, Roger C. M. [10 ]
机构
[1] Phenikaa Univ, Ctr Interdisciplinary Social Res, Hanoi 100803, Vietnam
[2] Phenikaa Univ, Fac Econ & Finance, Hanoi 100803, Vietnam
[3] Sci Po Paris, Campus Dijon, F-21000 Dijon, France
[4] Vietnam Germany Hosp, Hanoi 100000, Vietnam
[5] Hanoi Med Univ, Inst Prevent Med & Publ Hlth, Hanoi 100000, Vietnam
[6] Johns Hopkins Univ, Bloomberg Sch Publ Hlth, Baltimore, MD 21205 USA
[7] Vuong & Associates, AISDL, Hanoi 100000, Vietnam
[8] Duy Tan Univ, Inst Global Hlth Innovat, Da Nang 100000, Vietnam
[9] Nguyen Tat Thanh Univ, Ctr Excellence Artificial Intelligence Med, Ho Chi Minh City 100000, Vietnam
[10] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Psychol Med, Singapore 119228, Singapore
[11] Natl Univ Hlth Syst, Dept Psychol Med, Singapore 119228, Singapore
关键词
artificial intelligence; AI in healthcare; AI in medicine; AI readiness; Vietnam; AI applications; TRADITIONAL CHINESE MEDICINE; BIG DATA; E-HEALTH; CARE; OPPORTUNITIES; TRANSITION; CHALLENGES; COUNTRIES; FIELD; AGE;
D O I
10.3390/jcm8020168
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
This review paper presents a framework to evaluate the artificial intelligence (AI) readiness for the healthcare sector in developing countries: a combination of adequate technical or technological expertise, financial sustainability, and socio-political commitment embedded in a healthy psycho-cultural context could bring about the smooth transitioning toward an AI-powered healthcare sector. Taking the Vietnamese healthcare sector as a case study, this paper attempts to clarify the negative and positive influencers. With only about 1500 publications about AI from 1998 to 2017 according to the latest Elsevier AI report, Vietnamese physicians are still capable of applying the state-of-the-art AI techniques in their research. However, a deeper look at the funding sources suggests a lack of socio-political commitment, hence the financial sustainability, to advance the field. The AI readiness in Vietnam's healthcare also suffers from the unprepared information infrastructure-using text mining for the official annual reports from 2012 to 2016 of the Ministry of Health, the paper found that the frequency of the word "database" actually decreases from 2012 to 2016, and the word has a high probability to accompany words such as "lacking", "standardizing", "inefficient", and "inaccurate." Finally, manifestations of psycho-cultural elements such as the public's mistaken views on AI or the non-transparent, inflexible and redundant of Vietnamese organizational structures can impede the transition to an AI-powered healthcare sector.
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页数:20
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