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巴基斯坦医生和医学生对人工智能的知识、态度及实践:一项横断面在线调查。

Knowledge, attitude, and practice of artificial intelligence among doctors and medical students in Pakistan: A cross-sectional online survey.

作者信息

Ahmed Zaboor, Bhinder Khurram Khaliq, Tariq Amna, Tahir Muhammad Junaid, Mehmood Qasim, Tabassum Muhammad Saad, Malik Muna, Aslam Sana, Asghar Muhammad Sohaib, Yousaf Zohaib

机构信息

Lahore General Hospital, Lahore, 54000, Pakistan.

Shifa International Hospital, Islamabad, Pakistan.

出版信息

Ann Med Surg (Lond). 2022 Mar 14;76:103493. doi: 10.1016/j.amsu.2022.103493. eCollection 2022 Apr.

Abstract

BACKGROUND

The use of Artificial intelligence (AI) has gained popularity during the last few decades and its use in medicine is increasing globally. Developing countries like Pakistan are lagging in the implementation of AI-based solutions in healthcare. There is a need to incorporate AI in the health system which may help not only in expediting diagnosis and management but also injudicious resource allocation.

OBJECTIVE

To determine the knowledge, attitude, and practice of AI among doctors and medical students in Pakistan.

MATERIALS AND METHODS

We conducted a cross-sectional study using an online questionnaire-based survey regarding demographic details, knowledge, perception, and practice of AI. A sample of 470 individuals including doctors and medical students were selected using the convenient sampling technique. The chi-square test was applied for the comparison of variables.

RESULTS

Out of 470 individuals, 223(47.45%) were doctors and 247(52.55%) were medical students. Among these, 165(74%) doctors and 170(68.8%) medical students had a basic knowledge of AI but only 61(27.3%) doctors and 48(19.4%) students were aware of its medical applications. Regarding attitude, 237(76.7%) individuals supported AI's inclusion in curriculum, 368(78.3%) and 305(64.9%), 281(59.8%) and 269(57.2%) acknowledged its necessity in radiology, pathology, and COVID-19 pandemic respectively.

CONCLUSION

The majority of doctors and medical students lack knowledge about AI and its applications, but had a positive view of AI in the field of medicine and were willing to adopt it.

摘要

背景

在过去几十年中,人工智能(AI)的应用日益普及,其在医学领域的应用也在全球范围内不断增加。像巴基斯坦这样的发展中国家在医疗保健领域基于人工智能的解决方案的实施方面滞后。有必要将人工智能纳入卫生系统,这不仅有助于加快诊断和管理,还有助于合理分配资源。

目的

确定巴基斯坦医生和医学生对人工智能的知识、态度和实践情况。

材料与方法

我们进行了一项横断面研究,通过在线问卷调查了解人口统计学细节、人工智能的知识、认知和实践情况。采用方便抽样技术选取了包括医生和医学生在内的470名个体作为样本。应用卡方检验对变量进行比较。

结果

在470名个体中,223名(47.45%)是医生,247名(52.55%)是医学生。其中,165名(74%)医生和170名(68.8%)医学生对人工智能有基本了解,但只有61名(27.3%)医生和48名(19.4%)学生了解其医学应用。关于态度,237名(76.7%)个体支持将人工智能纳入课程,368名(78.3%)、305名(64.9%)、281名(59.8%)和269名(57.2%)分别认可其在放射学、病理学和新冠疫情中的必要性。

结论

大多数医生和医学生缺乏关于人工智能及其应用的知识,但对人工智能在医学领域持积极态度,并愿意采用它。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3d72/8928127/df697e8fa747/gr1.jpg

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