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Web-based study on Chinese dermatologists' attitudes towards artificial intelligence

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单位: [1]Department of Dermatology, China-Japan Friendship Hospital, Beijing, China [2]Graduate School, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China [3]Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife and Harvard Medical School, Boston, MA, USA [4]Department of Dermatology, Huashan Hospital, Fudan University, Shanghai, China [5]Department of Dermatology, Chengdu Second People’s Hospital, Chengdu, China [6]Department of Dermatology, the Second Affiliated Hospital, Anhui Medical University, Hefei, China [7]The University of New Mexico School of Medicine, Albuquerque, NM, USA [8]Department of Dermatology, the First Affiliated Hospital, Anhui Medical University, Hefei, China [9]Shanghai Wheat Color Intelligent Technology Company, LTD, Shanghai, China [10]Department of Dermatology, Specialty Medical Center of the Air Force, Chinese People’s Liberation Army, Beijing, China
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关键词: Chinese dermatologists attitudes artificial intelligence (AI)

摘要:
Background: Artificial intelligence (AI) has become a powerful tool and is attracting more attention in the field of medicine. There are a number of AI studies focusing on skin diseases, and there are many AI products that have been applied in dermatology. However, the attitudes of dermatologists, specifically those from China, towards AI, is not clear as few, if any studies have focused on this issue. Methods: A web-based questionnaire was designed by experts from the Chinese Skin Image Database (CSID) and published on the UMER Doctor platform (an online learning platform for dermatologists developed by the Shanghai Wheat Color Intelligent Technology Company, China). A total of 1,228 Chinese dermatologists were recruited and provided answers to the questionnaire online. The differences of dermatologists' attitudes towards AI among the different groups (stratified by age, gender, hospital level, education degree, professional title, and hospital ownership) were compared by using the Mann-Whitney U test and the Kruskal-Wallis H test. The correlations between stratified factors and dermatologists' attitudes towards AI were calculated by using the Spearman's rank correlation test. SPSS (version 22.0) was utilized for all analyses. A two-sided P value <0.05 was considered statistically significant in all analyses. Results: A total of 1,228 Chinese dermatologists from 30 provinces, autonomous regions, municipalities, and other regions (including Hong Kong, Macau, and Taiwan) participated in this survey. The dermatologists who participated acquired AI-related information mainly through the Internet, meetings or forums, and 70.51% of participated dermatologists acquired AI-related information by two or more approaches. In total, 99.51% of participated dermatologists pay attention (general, passive-active, and active attention) to information pertaining to AI. Stratified analyses revealed statistically significant differences in their attention levels (unconcerned, general, passive-active, and active attention) to AI-related information by gender, hospital level, education degree, and professional title (P values <= 1.79E-02). In total, 95.36% of the participated dermatologists thought the role of AI to be in "assisting the daily diagnosis and treatment activities for dermatologists". Stratified analyses about the thought of AI roles (unconcerned, useless, assist, and replace) showed that there was no statistically significant difference except for the hospital level (P value = 4.09E-03). The correlations between stratified factors with attention levels and the opinions of AI roles showed extremely weak correlations. Furthermore, 64.17% of participated dermatologists thought secondary hospitals in China are in most need of the application AI, and 91.78% of participated dermatologists thought the priority implementation of AI should be in skin tumors. Conclusions: The majority of Chinese dermatologists are interested in AI information and acquired information about AI through a variety of approaches. Nearly all dermatologists are attentive to information on AI and think the role of AI is in "assisting the daily diagnosis and treatment activities for dermatologists". Future AI implementation should be primarily focused on skin tumors and utilized in in secondary hospitals.

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出版当年[2019]版:
大类 | 2 区 医学
小类 | 2 区 医学:研究与实验 2 区 肿瘤学
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出版当年[2018]版:
Q2 MEDICINE, RESEARCH & EXPERIMENTAL Q2 ONCOLOGY
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影响因子: 最新[2023版] 最新五年平均[2021-2025] 出版当年[2018版] 出版当年五年平均[2014-2018] 出版前一年[2017版] 出版后一年[2019版]

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第一作者单位: [1]Department of Dermatology, China-Japan Friendship Hospital, Beijing, China [2]Graduate School, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China [3]Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife and Harvard Medical School, Boston, MA, USA
通讯作者:
通讯机构: [1]Department of Dermatology, China-Japan Friendship Hospital, Beijing, China [2]Graduate School, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China [10]Department of Dermatology, Specialty Medical Center of the Air Force, Chinese People’s Liberation Army, Beijing, China [*1]Department of Dermatology, China-Japan Friendship Hospital, No. 2 Yinghua East Street, Beijing, China [*2]Department of Dermatology, Specialty Medical Center of the Air Force, Chinese People’s Liberation Army, No. 30 Fucheng Road, Beijing, China.
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