ISSN 0303-5212
 

Original Research
Online Published: 11 Sep 2026
 
RMJ. 2026; 51(4): 1150-1153


Understanding medical students’ journey with Artificial Intelligence

Fouzia Hanif, Shemaila Saleem, Sanaila Gull Sana, Labiqa Wasim, Qudsia Ishaq, Hajr-e- Aswad Khan.


Abstract
Objective: To assess undergraduate medical students' awareness, use, perceptions, and impediments to AI across different academic years.
Methodology: A cross-sectional study of 410 undergraduate medical students from all academic years was undertaken using a standardized questionnaire. Data were analyzed to determine AI usage trends, perceived benefits, concerns, and interest in training.
Results: The participant group was predominantly female, accounting for 60% of the sample. When comparing students in the first to fourth years, differences were observed in familiarity, perceived importance, and frequency of AI use; however, these differences were not statistically significant (p-values: 0.454, 0.345, and 0.230, respectively). The most frequently reported concerns included ethical considerations (37%), issues related to reliability and accuracy (29%), and the potential negative impact on critical thinking skills (27%). Despite having limited exposure to formal AI training, students expressed a strong interest in incorporating structured AI-related education into their curriculum.
Conclusion: This study highlights a clear and growing awareness of AI among medical students, yet also reveals critical gaps in perception, training, and integration into the medical curriculum. Concerns regarding data privacy, reduced critical thinking, and potential impacts on professional roles, students largely perceive AI as a supportive adjunct rather than a replacement for physicians.

Key words: Artificial Intelligence, medical students, perception, awareness, curriculum.


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Fouzia Hanif
Articles by Shemaila Saleem
Articles by Sanaila Gull Sana
Articles by Labiqa Wasim
Articles by Qudsia Ishaq
Articles by Hajr-E- Aswad Khan
on Google
on Google Scholar

How to Cite this Article
Pubmed Style

Hanif F, Saleem S, Sana SG, Wasim L, Ishaq Q, Khan HA. Understanding medical students’ journey with Artificial Intelligence. RMJ. 2026; 51(4): 1150-1153.


Web Style

Hanif F, Saleem S, Sana SG, Wasim L, Ishaq Q, Khan HA. Understanding medical students’ journey with Artificial Intelligence. https://www.rmj.org.pk/?mno=205372 [Access: November 11, 2026].


AMA (American Medical Association) Style

Hanif F, Saleem S, Sana SG, Wasim L, Ishaq Q, Khan HA. Understanding medical students’ journey with Artificial Intelligence. RMJ. 2026; 51(4): 1150-1153.



Vancouver/ICMJE Style

Hanif F, Saleem S, Sana SG, Wasim L, Ishaq Q, Khan HA. Understanding medical students’ journey with Artificial Intelligence. RMJ. (2026), [cited November 11, 2026]; 51(4): 1150-1153.



Harvard Style

Hanif, F., Saleem, . S., Sana, . S. G., Wasim, . L., Ishaq, . Q. & Khan, . H. A. (2026) Understanding medical students’ journey with Artificial Intelligence. RMJ, 51 (4), 1150-1153.



Turabian Style

Hanif, Fouzia, Shemaila Saleem, Sanaila Gull Sana, Labiqa Wasim, Qudsia Ishaq, and Hajr-e- Aswad Khan. 2026. Understanding medical students’ journey with Artificial Intelligence. Rawal Medical Journal, 51 (4), 1150-1153.



Chicago Style

Hanif, Fouzia, Shemaila Saleem, Sanaila Gull Sana, Labiqa Wasim, Qudsia Ishaq, and Hajr-e- Aswad Khan. "Understanding medical students’ journey with Artificial Intelligence." Rawal Medical Journal 51 (2026), 1150-1153.



MLA (The Modern Language Association) Style

Hanif, Fouzia, Shemaila Saleem, Sanaila Gull Sana, Labiqa Wasim, Qudsia Ishaq, and Hajr-e- Aswad Khan. "Understanding medical students’ journey with Artificial Intelligence." Rawal Medical Journal 51.4 (2026), 1150-1153. Print.



APA (American Psychological Association) Style

Hanif, F., Saleem, . S., Sana, . S. G., Wasim, . L., Ishaq, . Q. & Khan, . H. A. (2026) Understanding medical students’ journey with Artificial Intelligence. Rawal Medical Journal, 51 (4), 1150-1153.