The dual impact of AI on public health: Ethical risk of AI-generated case reports

Artificial intelligence (AI) technology is revolutionizing healthcare by advancing the means of diagnosis, treatment planning, and medical education. However, the generation of erroneous yet highly credible output — for example, the creation of a completely imaginary case study in idiopathic neurovascular compression syndrome (INCS) — poses the threat of misinformation and the possible undermining of human expertise. This short communication highlights the dual role of AI by emphasizing the need for caution through a fabricated INCS case created by Grok, a highly proficient AI model. AI certainly aids efficiency, but cannot and must never be allowed to replace the subtle evaluative work of human physicians, casting an even greater responsibility on us to provide critical oversight.

Authors

Institutions

Publication Details

Journal
Avicenna
Published
2025-11-16
DOI
https://doi.org/10.5339/avi.2026.1
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The dual impact of AI on public health: Ethical risk of AI-generated case reports

Hiba Hamdar, Jamil Nasrallah, Abbas Al Bazzal, Aya Kawssan
Avicenna
Artificial Intelligence in Healthcare and Education
article

The dual impact of AI on public health: Ethical risk of AI-generated case reports

Hiba Hamdar, Jamil Nasrallah, Abbas Al Bazzal, Aya Kawssan
article en

Abstract

Artificial intelligence (AI) technology is revolutionizing healthcare by advancing the means of diagnosis, treatment planning, and medical education. However, the generation of erroneous yet highly credible output — for example, the creation of a completely imaginary case study in idiopathic neurovascular compression syndrome (INCS) — poses the threat of misinformation and the possible undermining of human expertise. This short communication highlights the dual role of AI by emphasizing the need for caution through a fabricated INCS case created by Grok, a highly proficient AI model. AI certainly aids efficiency, but cannot and must never be allowed to replace the subtle evaluative work of human physicians, casting an even greater responsibility on us to provide critical oversight.

AvicennaVol. 2026(1)
Lebanese University (LB), Hamdard University (PK)
Openalex Percentile: Top 72%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.