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Original Article
Evaluating North Korean academic medicine’s contributions to the international medical literature: a bibliometric study
Andrew Holzman1orcid, Yongbin Kim2orcid, Jaewoo Park3orcid, Douglas Rappaport4orcid

DOI: https://doi.org/10.6087/kcse.365
Published online: April 10, 2025

1Mayo Clinic Alix School of Medicine, Scottsdale, AZ, USA

2Daegu Catholic University School of Medicine, Daegu, Korea

3Albert Einstein College of Medicine, Bronx, NY, USA

4Department of Emergency Medicine, Mayo Clinic Arizona, Scottsdale, AZ, USA

Correspondence to Andrew Holzman holzman.andrew@mayo.edu
• Received: September 26, 2024   • Accepted: February 7, 2025

Copyright © 2025 Korean Council of Science Editors

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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  • Purpose
    We analyzed the bibliometric characteristics of articles authored by individuals affiliated with North Korean medical education institutions indexed in PubMed, using an expanded search strategy to update prior studies.
  • Methods
    Our search revealed both a significantly larger number of publications and a greater capacity for substantive research with international impact than previously reported. We reviewed 331 records, selecting 79 for inclusion. For each publication, we collected data regarding the involvement of North Korean patients as primary research subjects, research methods employed, international partnerships, study topics, the impact factor of the publishing journal, and the number of cross-referencing citations.
  • Results
    We identified 10 publications presenting primary data from North Korean patients, 3 of which involved prospective, randomized clinical trials. North Korean authors frequently collaborated with international partners—primarily from China, though some partnerships involved institutions in Europe and North America—while 11 publications were authored solely by North Korean researchers. Surgery was the most common subject, appearing in 20 publications; however, these articles were cited infrequently (an average of 1.4 citations per publication). In contrast, research in dermatology and traditional medicine demonstrated higher impact (10 and 4.7 cross-citations, respectively).
  • Conclusion
    Our study clarifies the network of partnerships between North Korean medical educators and international institutions. We propose that North Korea’s capacity to engage in research meeting international clinical science standards may be greater than previously acknowledged, particularly in the field of traditional medicine.
Background
Researchers have long sought higher-quality information regarding the state of medical institutions and public health in North Korea [1]. One important data source has been the accounts of refugees, some of whom practiced as physicians in North Korea. In one study, North Korean refugee physicians seeking licensure in South Korea were administered an examination resembling the Korean Medical Licensure Exam [2]. The results indicated that they were well prepared in surgery and obstetrics, but had little knowledge of psychiatry.
Other studies have analyzed domestic North Korean medical journals. North Korea publishes at least nine journals, eight of which are held by the US National Library of Medicine, although they are not available online [3]. These journals have been criticized for failing to meet international standards; articles often contain few international citations, minimal statistical analysis, and frequent praise of the Kim regime [4]. North Korean researchers also display a particular interest in traditional Korean medicine, with many articles investigating natural cures for various illnesses [3].
Researchers have examined these journals to better understand public health priorities and challenges in North Korea. For example, a review of articles on cardiovascular health revealed that interventional therapy was being used as a substitute for cardiovascular surgery, although the study participants were predominantly male [5]. Choi et al. [6] reviewed surgical publications and noted limitations such as the likely absence of computed tomography and magnetic resonance imaging and limited access to medical devices, particularly for laparoscopic surgery. Another study of mental health articles suggested that while psychotherapy and mental health care appear to be available in North Korea, discussions of suicidality and bipolar disorder are notably absent [7]. Furthermore, analyses have been conducted on the treatment of infectious diseases [8], with a particular focus on tuberculosis [9].
Three previous studies examined international general science publications and found that partnerships with Chinese institutions were common and that many research topics had military applications [1012]. Another study, which focused on PubMed results through 2017, identified 16 publications, including two authored solely by North Korean researchers [13].
Medical education in North Korea is provided at various types of institutions. University-level medical colleges grant “senior” medical degrees, while medical junior colleges produce graduates who must undergo further training before practicing independently. Additionally, technical institutes exist, and one military institution is responsible for training physicians [14]. The extent of access that North Korean academics have to external research remains unclear, although accounts from defectors suggest that significant restrictions exist even for scientists [15]. Nevertheless, some academic exchange is evident, as over 1,000 North Korean students were reported to be studying abroad in 2012 [16]. Table 1 presents a list of North Korean medical education institutions, with their names in both Korean and English, categorized by type.
Objectives
Reliable information on healthcare delivery in North Korea remains scarce. As described above, bibliometric analysis of the medical literature provides insight into both healthcare delivery and educational institutions in North Korea. Specifically, the aims of the present study were as follows: (1) to assess whether previous bibliometric analyses have accurately captured North Korea’s contributions to internationally indexed medical journals; (2) to identify the areas of the medical literature in which North Korean authors publish and quantify the relative frequency of these contributions; and (3) to evaluate and compare the contributions of North Korea’s medical education institutions to the international literature, including their partnerships with non-North Korean entities.
Ethics statement
This study did not involve human subjects and was based solely on literature databases. Therefore, institutional review board approval and informed consent were not required.
Study design
This investigation is a bibliometric study based on a literature database.
Data collection
We conducted PubMed searches using the strategy outlined below. Articles were manually screened for relevance to human health; studies related solely to agricultural science or pure microbiology were excluded. Author affiliations were examined, and any articles in which at least one author was affiliated with a North Korean educational institution (Table 1) were flagged for further review. Articles were reviewed to determine the relevant medical specialty, research type, publication date, journal of publication, number of citations listed in PubMed, and any non-North Korean institutional affiliations among the authors. We also recorded whether the study involved primary data collected from North Korean patients. Journal Impact Factors (JIFs) were obtained from Clarivate.
Search strategy
The following search strategy was designed to capture articles authored by researchers affiliated with the institutions listed in Table 1: Kanggye[Affiliation]; Kim Il Sung[Affiliation]; Pyongyang Medical University[Affiliation]; Nampo[Affiliation]; Wonsan[Affiliation]; Pyongan[Affiliation]; Chongjin[Affiliation]; Hamhung[Affiliation]; Hwanghae[Affiliation]; Kang Gon [Affiliation]; Haeju[Affiliation]; Hyesan[Affiliation]; Kaesong [Affiliation]; Sinuiju[Affiliation]; Pyongyang[Affiliation]; Hyong Jik[Affiliation].
Statistical analysis
Descriptive statistics were computed.
Our search yielded 331 records (Dataset 1), of which 79 met the inclusion criteria for this study. Of these, 11 publications were produced solely by North Korean researchers without international coauthors; these publications had an average JIF of 1.5 and received an average of 1.5 citations per publication. Seven studies reported data collected from North Korean patients.
Table 2 presents publications categorized by subject area, along with the average JIF and the number of cross-citations. Table 3 details the international partners involved in the research, while Table 4 organizes these partners by country. Table 5 lists publications by North Korean institutions, and Table 6 categorizes them by research method.
Key results
Our findings on the distribution of research interests largely corroborate previous studies [2] indicating that North Korean medical institutions have a strong focus on surgery. Additionally, we observed a notably productive dermatology research partnership between a Kim Il Sung University (Pyongyang, North Korea) researcher and colleagues at Charité – Berlin University of Medicine in Berlin, Germany; all dermatology publications originated from this team.
Traditional Korean and Chinese medicine were also prominent areas of interest, consistent with previous reviews of North Korean domestic literature, as discussed further below. Infectious disease research was another leading area, with much of the activity focused on COVID-19.
Interpretation

Impact

Despite the strong focus on surgery, researchers faced challenges in publishing surgical studies in high-impact journals and in attracting citations. Notably, four of the seven articles involving North Korean patients were surgical studies. We suspect that the lower impact of these publications may be due to limited access to advanced surgical technology. In contrast, the dermatology research conducted in collaboration with Charité – Berlin University of Medicine in Germany, demonstrated high impact, with one study receiving 22 citations.
We suggest that the relatively high impact of research on Korean and Chinese traditional medicine—evidenced by moderately high JIFs and average citation counts—is an important finding. Previous authors have proposed that North Korean physicians’ interest in traditional medicine aligns with the regime’s emphasis on self-reliance and anti-colonialist nationalism. One analysis also suggests that this focus may reflect responses to resource limitations imposed by international sanctions and economic conditions [17]. Our research indicates that, in addition to these factors, North Korean researchers place significant importance on conducting traditional medicine studies that meet international research standards, and they may be emerging as leaders in this field.

International partnership

A majority of the research (86%) identified involved collaborations with international institutions. In many instances, North Korean researchers listed dual affiliations with their international partners. Our findings suggest that some North Korean medical researchers have access to foreign academic exchange. Nonetheless, the existence of unpartnered research indicates that certain researchers within North Korea possess the resources to produce and submit articles that meet the standards of moderately competitive international journals.

Research methods

Although studies involving North Korean patients were infrequent, the available studies demonstrate a willingness on the part of both researchers and domestic authorities to publish data from within the country. Three studies that included North Korean patient data resulted from a dentistry partnership with the University of Eastern Finland (Kuopio, Finland), involving an outreach program published in 2016 and 2017. The remaining studies were conducted solely by North Korean institutions. Among these, three were randomized prospective trials: one examined artery-only clamping during nephrectomy [18], another investigated acupuncture as a modifier of cerebral blood flow (which received 11 citations) [19], and the third focused on vascular surgery [20].
In each case, the articles included an ethics statement confirming that ethical approval had been obtained from the relevant institution. However, we note that the political conditions in North Korea make it difficult to assess the extent to which informed consent is actually obtained from study participants.
Limitations
A key limitation of our study design is that we examined only those articles in which the author affiliations matched the list of known North Korean medical colleges provided in Table 1. Our search did not retrieve records clearly associated with any other North Korean medical colleges, although we did note records linked to the university life science departments of institutions not included in our study. We chose to include records from Kim Il Sung University, given its historical affiliation with Pyongyang Medical University (Pyongyang, North Korea; discussed below) and its relatively high volume of medical research, but we did not analyze studies produced by other institutions.
Additionally, North Korean authors were inconsistent in transliterating place names in institutional affiliations and in the styling of English institution names (for example, “Pyongyang Medical College” and “Pyongyang University of Medicine” appeared to refer to the same institution). This inconsistency created some uncertainty in attribution.
Kim Il Sung University housed Pyongyang Medical University until 1948, and after a period of independence, reabsorbed the institution in 2010 [14]. The institution became independent again in 2019. Consequently, our study included both institutions and evaluated their contributions separately.
Conclusions
Our review largely confirms previous assessments of North Korean domestic research, highlighting that surgery and traditional Korean medicine are key areas of focus. Unlike earlier studies—which critiqued the low quality of domestic publications—our review demonstrates that North Korean researchers actively collaborate with international partners and are capable of producing work that meets international standards. While it is important to acknowledge the severe human rights abuses committed by the North Korean regime, our findings may contribute to a more nuanced understanding of North Korean realities for international observers.

Conflict of Interest

No potential conflict of interest relevant to this article was reported.

Funding

The authors received no financial support for this work.

Data Availability

Dataset file is available from the Harvard Dataverse at https://doi.org/10.7910/DVN/FPTYRH.

Dataset 1. Research data for evaluating North Korean academic medicine’s contributions to the international medical literature.

kcse-365-dataset-1.xlsx

The authors did not provide any supplementary materials for this article.
Table 1.
North Korean medical education institutions
Classification Name of institution In Korean (romanization)
University/medical school Kanggye University of Medicine 강계의학대학 (Ganggye Uihak Daehak)
Kim Il Sung University/Pyongyang Medical University 김일성종합대학 평양의학대학 (Gimilseong Jonghap Daehak Pyeongyang Uihak Daehak)
Nampo University of Medicine 남포의학대학 (Nampo Uihak Daehak)
Wonsan Medical University 원산의학대학 (Wonsan Uihak Daehak)
North Pyongan University 평북종합대학 의학대학 (Pyeongbuk Jonghap Daehak Uihak Daehak)
Chongjin Medical College 청진의학대학 (Cheongjin Uihak Daehak)
Hamhung Medical University 함흥의학대학 (Hamheung Uihak Daehak)
North Hwanghae University (Kang Gon University) 황북종합대학 강건의학대학 (Hwangbuk Jonghap Daehak Ganggeon Uihak Daehak)
Haeju Medical University 해주의학대학 (Haejuu Uihak Daehak)
Hyesan Medical College 혜산의학대학 (Hyesan Uihak Daehak)
Junior medical college Kanggye Medical Vocational School 강계의학전문학교 (Ganggye Uihak Jeonmun Hakgyo)
Kaesong Medical Vocational School 개성의학전문학교 (Gaeseong Uihak Jeonmun Hakgyo)
Sinuiju Medical Vocational School 신의주의학전문학교 (Sinuiju Uihak Jeonmun Hakgyo)
Wonsan Medical Vocational School 원산의학전문학교 (Wonsan Uihak Jeonmun Hakgyo)
Technical institute Pyongyang Surgery College 평양외과대학 (Pyeongyang Oegwa Daehak)
Pyongyang Health Technology College 평양의료기술대학 (Pyeongyang Uiryo Gisul Daehak)
Military medical college Kim Hyong Jik Military Medical University 김형직군의대학 (Gimhyeong Jikgun Uidaehak)

The names, as described by Shin and An [14], have been translated by the present authors and aligned with English nomenclature from other sources where available. The romanization follows the Revised Romanization of Korean.

Table 2.
North Korean publications by subject matter
Topic No. of publications Average JIF Average no. of times cited
Surgery 20 1.8 1.4
Basic science 19 4.3 2.6
Dermatology 17 3.1 10
Traditional medicine 7 3.6 4.7
Infectious disease 4 2.9 3.5
Dentistry 3 1.6 2.7
Toxicology 2 4.3 1.5
Cardiology 1 2.4 17
Emergency medicine 1 NA 1
Gastroenterology 1 3.8 0
Health policy 1 24.1 2
Hematology 1 1.2 3
Neurology 1 0.6 1
Radiology 1 NA 1

The topic of research for each publication selected for inclusion, with the average JIF from Clarivate and the number of times articles were cited in each category.

JIF, Journal Impact Factor; NA, not available.

Table 3.
Institutions outside North Korea affiliated with one or more coauthors
Institution No. of publications
Charité – Berlin University of Medicine (Berlin, Germany) 18
Dalian Medical University (Dalian, China) 14
China Medical University (Taichung City, Taiwan) 5
Zhejiang University (Hangzhou, China) 5
Northeast Normal University (Changchun, China) 4
East China University of Science and Technology (Shanghai, China) 3
National University of Singapore (Singapore) 3
University of Eastern Finland (Kuopio, Finland) 3
Yanbian University (Yanji, China) 3
Fudan University (Shanghai, China) 2
Jilin University (Changchun, China) 2
National Polytechnic Institute (Mexico City, Mexico) 1
Jadavpur University (Kolkata, India) 1
Queen's University (Kingston, ON, Canada) 1
King Mongkut's University of Technology (Bangkok, Thailand) 1
Preah Kossomak Hospital (Phnom Penh, Cambodia) 1
University of Oslo (Oslo, Norway) 1
Cornell University (Ithaca, NY, USA) 1
University of Rochester (Rochester, NY, USA) 1
Other Chinese universities with single citations 9
Table 4.
Nations where the institutions of international coauthors were located
Country No. of publications
China 44
Germany 18
Finland 3
Singapore 3
USA 2
Thailand 1
Cambodia 1
Norway 1
India 1
Canada 1
Mexico 1
Table 5.
North Korean institutions for which research was identified and international partner institutions
North Korean Institution Institution category No. of publications International institutions also affiliated with authors
Kim Il Sung University University 46 Various institutionsa)
Pyongyang Medical University University 29 Various institutionsb)
Hyesan Medical College University 1 None
Haeju Medical University University 1 Zhejiang University (Hangzhou, China)
Chongjin Medical College University 1 None
Hamhung Medical University University 1 Dalian Medical University (Dalian, China)
Sinuiju Medical University Medical vocational school 2 Dalian Medical University (Dalian, China)

a) Institutional affiliations of coauthors included Cornell University (Ithaca, NY, USA), University of Rochester (Rochester, NY, USA), Preah Kossamak Hospital (Phnom Penh, Cambodia), University of Eastern Finland (Kuopio, Finland), Dalian Medical University (Dalian, China), Jilin University (Changchun, China), Hangzhou Medical College (Hangzhou, China), Zhejiang University (Hangzhou, China), China Medical University (Taichung City, Taiwan), and Fudan University (Shanghai, China).

b) Institutional affiliations of coauthors included the National Polytechnic Institute (Mexico City, Mexico), University of Oslo (Oslo, Norway), Jadavpur University (Kolkata, India), Queen’s University (Kingston, ON, Canada), King Mongkut’s University of Technology (Bangkok, Thailand), National University of Singapore (Singapore), Charité – Berlin University Medicine (Berlin, Germany), Northeast Normal University (Changchun, China), Fudan University (Shanghai, China), East China University of Science and Technology (Shanghai, China), China Medical University (Taichung City, Taiwan), Harbin Institute of Technology (Harbin, China), Huazhong Institute of Science and Technology (Wuhan, China), Wuhan University (Wuhan, China), Zhejiang University (Hangzhou, China), Yanbian University (Yanji, China), Northeast Forestry University (Harbin, China), Quindao University (Qingdao, China), Tanjin Medical University (Tianjin, China), Northeastern Normal University (Changchun, China), and Shenyang Medical College (Shenyang, China).

Table 6.
Research types included in the publications
Research type No. of publications
Wet lab 12
In vivo dermatologic experimenta) 12
Animal study 6
Case report 5
Case series 2
Clinical study (nonrandomized) 5
Database 3
Editorial 4
Historical vignette 1
Mathematical method 1
Meta-analysis 4
Molecular model 1
Observational 1
Questionnaire 1
Retrospective clinical 5
Survey 1
Systematic review 8
Video analysisb) 4
Randomized prospective trial 3

a) Refers to a series of trials involving optical assessment of the skin of human volunteers following various interventions.

b) Refers to a series of studies investigating computer analysis of vital signs from facial videos.

Figure & Data

References

    Citations

    Citations to this article as recorded by  

      Evaluating North Korean academic medicine’s contributions to the international medical literature: a bibliometric study
      Evaluating North Korean academic medicine’s contributions to the international medical literature: a bibliometric study
      Classification Name of institution In Korean (romanization)
      University/medical school Kanggye University of Medicine 강계의학대학 (Ganggye Uihak Daehak)
      Kim Il Sung University/Pyongyang Medical University 김일성종합대학 평양의학대학 (Gimilseong Jonghap Daehak Pyeongyang Uihak Daehak)
      Nampo University of Medicine 남포의학대학 (Nampo Uihak Daehak)
      Wonsan Medical University 원산의학대학 (Wonsan Uihak Daehak)
      North Pyongan University 평북종합대학 의학대학 (Pyeongbuk Jonghap Daehak Uihak Daehak)
      Chongjin Medical College 청진의학대학 (Cheongjin Uihak Daehak)
      Hamhung Medical University 함흥의학대학 (Hamheung Uihak Daehak)
      North Hwanghae University (Kang Gon University) 황북종합대학 강건의학대학 (Hwangbuk Jonghap Daehak Ganggeon Uihak Daehak)
      Haeju Medical University 해주의학대학 (Haejuu Uihak Daehak)
      Hyesan Medical College 혜산의학대학 (Hyesan Uihak Daehak)
      Junior medical college Kanggye Medical Vocational School 강계의학전문학교 (Ganggye Uihak Jeonmun Hakgyo)
      Kaesong Medical Vocational School 개성의학전문학교 (Gaeseong Uihak Jeonmun Hakgyo)
      Sinuiju Medical Vocational School 신의주의학전문학교 (Sinuiju Uihak Jeonmun Hakgyo)
      Wonsan Medical Vocational School 원산의학전문학교 (Wonsan Uihak Jeonmun Hakgyo)
      Technical institute Pyongyang Surgery College 평양외과대학 (Pyeongyang Oegwa Daehak)
      Pyongyang Health Technology College 평양의료기술대학 (Pyeongyang Uiryo Gisul Daehak)
      Military medical college Kim Hyong Jik Military Medical University 김형직군의대학 (Gimhyeong Jikgun Uidaehak)
      Topic No. of publications Average JIF Average no. of times cited
      Surgery 20 1.8 1.4
      Basic science 19 4.3 2.6
      Dermatology 17 3.1 10
      Traditional medicine 7 3.6 4.7
      Infectious disease 4 2.9 3.5
      Dentistry 3 1.6 2.7
      Toxicology 2 4.3 1.5
      Cardiology 1 2.4 17
      Emergency medicine 1 NA 1
      Gastroenterology 1 3.8 0
      Health policy 1 24.1 2
      Hematology 1 1.2 3
      Neurology 1 0.6 1
      Radiology 1 NA 1
      Institution No. of publications
      Charité – Berlin University of Medicine (Berlin, Germany) 18
      Dalian Medical University (Dalian, China) 14
      China Medical University (Taichung City, Taiwan) 5
      Zhejiang University (Hangzhou, China) 5
      Northeast Normal University (Changchun, China) 4
      East China University of Science and Technology (Shanghai, China) 3
      National University of Singapore (Singapore) 3
      University of Eastern Finland (Kuopio, Finland) 3
      Yanbian University (Yanji, China) 3
      Fudan University (Shanghai, China) 2
      Jilin University (Changchun, China) 2
      National Polytechnic Institute (Mexico City, Mexico) 1
      Jadavpur University (Kolkata, India) 1
      Queen's University (Kingston, ON, Canada) 1
      King Mongkut's University of Technology (Bangkok, Thailand) 1
      Preah Kossomak Hospital (Phnom Penh, Cambodia) 1
      University of Oslo (Oslo, Norway) 1
      Cornell University (Ithaca, NY, USA) 1
      University of Rochester (Rochester, NY, USA) 1
      Other Chinese universities with single citations 9
      Country No. of publications
      China 44
      Germany 18
      Finland 3
      Singapore 3
      USA 2
      Thailand 1
      Cambodia 1
      Norway 1
      India 1
      Canada 1
      Mexico 1
      North Korean Institution Institution category No. of publications International institutions also affiliated with authors
      Kim Il Sung University University 46 Various institutionsa)
      Pyongyang Medical University University 29 Various institutionsb)
      Hyesan Medical College University 1 None
      Haeju Medical University University 1 Zhejiang University (Hangzhou, China)
      Chongjin Medical College University 1 None
      Hamhung Medical University University 1 Dalian Medical University (Dalian, China)
      Sinuiju Medical University Medical vocational school 2 Dalian Medical University (Dalian, China)
      Research type No. of publications
      Wet lab 12
      In vivo dermatologic experimenta) 12
      Animal study 6
      Case report 5
      Case series 2
      Clinical study (nonrandomized) 5
      Database 3
      Editorial 4
      Historical vignette 1
      Mathematical method 1
      Meta-analysis 4
      Molecular model 1
      Observational 1
      Questionnaire 1
      Retrospective clinical 5
      Survey 1
      Systematic review 8
      Video analysisb) 4
      Randomized prospective trial 3
      Table 1. North Korean medical education institutions

      The names, as described by Shin and An [14], have been translated by the present authors and aligned with English nomenclature from other sources where available. The romanization follows the Revised Romanization of Korean.

      Table 2. North Korean publications by subject matter

      The topic of research for each publication selected for inclusion, with the average JIF from Clarivate and the number of times articles were cited in each category.

      JIF, Journal Impact Factor; NA, not available.

      Table 3. Institutions outside North Korea affiliated with one or more coauthors

      Table 4. Nations where the institutions of international coauthors were located

      Table 5. North Korean institutions for which research was identified and international partner institutions

      Institutional affiliations of coauthors included Cornell University (Ithaca, NY, USA), University of Rochester (Rochester, NY, USA), Preah Kossamak Hospital (Phnom Penh, Cambodia), University of Eastern Finland (Kuopio, Finland), Dalian Medical University (Dalian, China), Jilin University (Changchun, China), Hangzhou Medical College (Hangzhou, China), Zhejiang University (Hangzhou, China), China Medical University (Taichung City, Taiwan), and Fudan University (Shanghai, China).

      Institutional affiliations of coauthors included the National Polytechnic Institute (Mexico City, Mexico), University of Oslo (Oslo, Norway), Jadavpur University (Kolkata, India), Queen’s University (Kingston, ON, Canada), King Mongkut’s University of Technology (Bangkok, Thailand), National University of Singapore (Singapore), Charité – Berlin University Medicine (Berlin, Germany), Northeast Normal University (Changchun, China), Fudan University (Shanghai, China), East China University of Science and Technology (Shanghai, China), China Medical University (Taichung City, Taiwan), Harbin Institute of Technology (Harbin, China), Huazhong Institute of Science and Technology (Wuhan, China), Wuhan University (Wuhan, China), Zhejiang University (Hangzhou, China), Yanbian University (Yanji, China), Northeast Forestry University (Harbin, China), Quindao University (Qingdao, China), Tanjin Medical University (Tianjin, China), Northeastern Normal University (Changchun, China), and Shenyang Medical College (Shenyang, China).

      Table 6. Research types included in the publications

      Refers to a series of trials involving optical assessment of the skin of human volunteers following various interventions.

      Refers to a series of studies investigating computer analysis of vital signs from facial videos.


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