Back

Usages and perceptions of artificial intelligence among French radiologists

Jean, A.; Benillouche, P.; Jacques, T.

2026-03-26 radiology and imaging
10.64898/2026.03.23.26348621 medRxiv
Show abstract

This study analyzes the adoption, barriers, and expectations of French radiologists regarding the use of Artificial Intelligence (AI) solutions in their daily practice. Despite a recognition of AI's potential to make radiology more precise, predictive, and personalized, its adoption remains limited. The main obstacles identified are the high cost of those solutions and the insufficient equipment of French imaging centers with AI technologies. Nevertheless, the survey reveals a strong willingness to adopt, with over 70% of radiologists expressing their desire to use AI and 0% declaring a refusal to use it. Furthermore, the radiologists' fears of being replaced by AI are very low (0 to 8.8%).

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
European Radiology
14 papers in training set
Top 0.1%
14.4%
2
PLOS ONE
4510 papers in training set
Top 15%
12.5%
3
Scientific Reports
3102 papers in training set
Top 6%
10.1%
4
Diagnostics
48 papers in training set
Top 0.1%
10.1%
5
JMIRx Med
31 papers in training set
Top 0.2%
3.6%
50% of probability mass above
6
Frontiers in Medicine
113 papers in training set
Top 2%
3.6%
7
Archives of Clinical and Biomedical Research
28 papers in training set
Top 0.2%
3.1%
8
Journal of Clinical Medicine
91 papers in training set
Top 2%
2.1%
9
Computer Methods and Programs in Biomedicine
27 papers in training set
Top 0.3%
1.9%
10
Frontiers in Oncology
95 papers in training set
Top 2%
1.9%
11
PLOS Digital Health
91 papers in training set
Top 1%
1.9%
12
Medical Physics
14 papers in training set
Top 0.3%
1.8%
13
BMC Medical Informatics and Decision Making
39 papers in training set
Top 1%
1.7%
14
Frontiers in Psychology
49 papers in training set
Top 0.5%
1.7%
15
Ultrasound in Medicine & Biology
10 papers in training set
Top 0.2%
1.7%
16
Frontiers in Public Health
140 papers in training set
Top 5%
1.7%
17
Nature Communications
4913 papers in training set
Top 53%
1.5%
18
Journal of Magnetic Resonance Imaging
14 papers in training set
Top 0.4%
1.3%
19
Informatics in Medicine Unlocked
21 papers in training set
Top 0.7%
1.2%
20
Computers in Biology and Medicine
120 papers in training set
Top 3%
1.1%
21
Sensors
39 papers in training set
Top 1%
1.1%
22
Annals of Translational Medicine
17 papers in training set
Top 1%
1.0%
23
Frontiers in Artificial Intelligence
18 papers in training set
Top 0.6%
0.9%
24
Frontiers in Neuroinformatics
38 papers in training set
Top 0.8%
0.7%
25
Frontiers in Physiology
93 papers in training set
Top 6%
0.7%
26
Cancers
200 papers in training set
Top 5%
0.6%
27
BMJ Open
554 papers in training set
Top 13%
0.6%
28
GigaScience
172 papers in training set
Top 4%
0.6%
29
Stroke: Vascular and Interventional Neurology
13 papers in training set
Top 0.4%
0.6%