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. 2022 Mar 14:76:103493.
doi: 10.1016/j.amsu.2022.103493. eCollection 2022 Apr.

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

Affiliations

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

Zaboor Ahmed et al. Ann Med Surg (Lond). .

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.

Keywords: Artificial intelligence; Curriculum; Deep learning; Machine learning; Medical students.

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Conflict of interest statement

None.

Figures

Fig. 1
Fig. 1
Perception towards artificial intelligence and its applications.
Fig. 2
Fig. 2
Causes of failure of implementation of AI in Pakistan: opinion of doctors and medical students.

References

    1. Abid S., Awan B., Ismail T., et al. Artificial intelligence: medical student s attitude in district Peshawar Pakistan. Pak. J. Public. Health. 2019;9:19–21.
    1. Waymel Q., Badr S., Demondion X., Cotton A., Jacques T. Impact of the rise of artificial intelligence in radiology: what do radiologists think? Diagn. Interv. Imaging. 2019;100:327–336. - PubMed
    1. Ooi S.K., Makmur A., Soon A.Y., et al. Attitudes toward artificial intelligence in radiology with learner needs assessment within radiology residency programmes: a national multi-programme survey. Singapore. Med. J. 2021;62:126. - PMC - PubMed
    1. Wahl B., Cossy-Gantner A., Germann S., Schwalbe N.R. Artificial intelligence (AI) and global health: how can AI contribute to health in resource-poor settings? BMJ. Glob. Health. 2018;3 - PMC - PubMed
    1. Xiang Y., Zhao L., Liu Z., et al. Implementation of artificial intelligence in medicine: status analysis and development suggestions. Artif. Intell. Med. 2020;102:101780. - PubMed